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@article{DBLP:journals/natmi/AbidFZ21,
author = {Abubakar Abid and
Maheen Farooqi and
James Zou},
title = {Large language models associate Muslims with violence},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {6},
pages = {461--463},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00359-2},
doi = {10.1038/s42256-021-00359-2},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/AbidFZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AhmedSHRMHN21,
author = {Daniel Ahmed and
Alexander Sukhov and
David Hauri and
Dubon Rodrigue and
Gian Maranta and
Jens Harting and
Bradley J. Nelson},
title = {Bioinspired acousto-magnetic microswarm robots with upstream motility},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {2},
pages = {116--124},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00275-x},
doi = {10.1038/s42256-020-00275-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/AhmedSHRMHN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AlaaGHRS21,
author = {Ahmed M. Alaa and
Deepti Gurdasani and
Adrian L. Harris and
Jem Rashbass and
Mihaela van der Schaar},
title = {Machine learning to guide the use of adjuvant therapies for breast
cancer},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {8},
pages = {716--726},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00353-8},
doi = {10.1038/s42256-021-00353-8},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/AlaaGHRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AminMC21,
author = {Noorul Amin and
Annette McGrath and
Yi{-}Ping Phoebe Chen},
title = {Reply to: LncADeep performance on full-length transcripts},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {196},
year = {2021},
url = {https://doi.org/10.1038/s42256-019-0107-3},
doi = {10.1038/s42256-019-0107-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/AminMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BabicGEC21,
author = {Boris Babic and
Sara Gerke and
Theodoros Evgeniou and
I. Glenn Cohen},
title = {Direct-to-consumer medical machine learning and artificial intelligence
applications},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {283--287},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00331-0},
doi = {10.1038/s42256-021-00331-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BabicGEC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BabyBV21,
author = {Deepak Baby and
Arthur Van Den Broucke and
Sarah Verhulst},
title = {A convolutional neural-network model of human cochlear mechanics and
filter tuning for real-time applications},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {2},
pages = {134--143},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00286-8},
doi = {10.1038/s42256-020-00286-8},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BabyBV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BallardBMO21,
author = {Zachary S. Ballard and
Calvin Brown and
Asad M. Madni and
Aydogan Ozcan},
title = {Machine learning and computation-enabled intelligent sensor design},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {7},
pages = {556--565},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00360-9},
doi = {10.1038/s42256-021-00360-9},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BallardBMO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BaoSFG21,
author = {Yijun Bao and
Somayyeh Soltanian{-}Zadeh and
Sina Farsiu and
Yiyang Gong},
title = {Segmentation of neurons from fluorescence calcium recordings beyond
real time},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {7},
pages = {590--600},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00342-x},
doi = {10.1038/s42256-021-00342-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BaoSFG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BarishBLSZ21,
author = {Matthew A. Barish and
Siavash Bolourani and
Lawrence F. Lau and
Sareen Shah and
Theodoros P. Zanos},
title = {External validation demonstrates limited clinical utility of the interpretable
mortality prediction model for patients with {COVID-19}},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {25--27},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00254-2},
doi = {10.1038/s42256-020-00254-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BarishBLSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BhargavaF21,
author = {Rohit Bhargava and
Kianoush Falahkheirkhah},
title = {Enhancing hyperspectral imaging},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {279--280},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00336-9},
doi = {10.1038/s42256-021-00336-9},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BhargavaF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BhatiaCIDKLONLE21,
author = {Harsh Bhatia and
Timothy S. Carpenter and
Helgi I. Ing{\'{o}}lfsson and
Gautham Dharuman and
Piyush Karande and
Shusen Liu and
Tomas Oppelstrup and
Chris Neale and
Felice C. Lightstone and
Brian Van Essen and
James N. Glosli and
Peer{-}Timo Bremer},
title = {Machine-learning-based dynamic-importance sampling for adaptive multiscale
simulations},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {401--409},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00327-w},
doi = {10.1038/s42256-021-00327-w},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BhatiaCIDKLONLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BichlerFHKS21,
author = {Martin Bichler and
Maximilian Fichtl and
Stefan Heidekr{\"{u}}ger and
Nils Kohring and
Paul Sutterer},
title = {Learning equilibria in symmetric auction games using artificial neural
networks},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {8},
pages = {687--695},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00365-4},
doi = {10.1038/s42256-021-00365-4},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BichlerFHKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BinderBHWHHISHD21,
author = {Alexander Binder and
Michael Bockmayr and
Miriam H{\"{a}}gele and
Stephan Wienert and
Daniel Heim and
Katharina Hellweg and
Masaru Ishii and
Albrecht Stenzinger and
Andreas Hocke and
Carsten Denkert and
Klaus{-}Robert M{\"{u}}ller and
Frederick Klauschen},
title = {Morphological and molecular breast cancer profiling through explainable
machine learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {355--366},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00303-4},
doi = {10.1038/s42256-021-00303-4},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BinderBHWHHISHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Bostrom21,
author = {Jonas Bostr{\"{o}}m},
title = {Transformers for future medicinal chemists},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {2},
pages = {102--103},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00299-x},
doi = {10.1038/s42256-021-00299-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Bostrom21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BrattoliBDRFHWO21,
author = {Biagio Brattoli and
Uta B{\"{u}}chler and
Michael Dorkenwald and
Philipp Reiser and
Linard Filli and
Fritjof Helmchen and
Anna{-}Sophia Wahl and
Bj{\"{o}}rn Ommer},
title = {Unsupervised behaviour analysis and magnification (uBAM) using deep
learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {6},
pages = {495--506},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00326-x},
doi = {10.1038/s42256-021-00326-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BrattoliBDRFHWO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Carney21,
author = {Laurel H. Carney},
title = {Speeding up machine hearing},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {190--191},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00317-y},
doi = {10.1038/s42256-021-00317-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Carney21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChenBAZGZSDGG21,
author = {Di Chen and
Yiwei Bai and
Sebastian Ament and
Wenting Zhao and
Dan Guevarra and
Lan Zhou and
Bart Selman and
R. Bruce van Dover and
John M. Gregoire and
Carla P. Gomes},
title = {Automating crystal-structure phase mapping by combining deep learning
with constraint reasoning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {9},
pages = {812--822},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00384-1},
doi = {10.1038/s42256-021-00384-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ChenBAZGZSDGG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChungY21,
author = {Hyungjin Chung and
Jong Chul Ye},
title = {Reusability report: Feature disentanglement in generating a three-dimensional
structure from a two-dimensional slice with sliceGAN},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {10},
pages = {861--863},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00400-4},
doi = {10.1038/s42256-021-00400-4},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ChungY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CoelhoKLZNALPPS21,
author = {Claudionor Jos{\'{e}} Nunes Coelho Jr. and
Aki Kuusela and
Shan Li and
Hao Zhuang and
Jennifer Ngadiuba and
Thea Klaeboe Aarrestad and
Vladimir Loncar and
Maurizio Pierini and
Adrian Alan Pol and
Sioni Summers},
title = {Automatic heterogeneous quantization of deep neural networks for low-latency
inference on the edge for particle detectors},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {8},
pages = {675--686},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00356-5},
doi = {10.1038/s42256-021-00356-5},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/CoelhoKLZNALPPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Colledanchise21,
author = {Michele Colledanchise},
title = {Address behaviour vulnerabilities in the next generation of autonomous
robots},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {11},
pages = {927--928},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00415-x},
doi = {10.1038/s42256-021-00415-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Colledanchise21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Costa-jussa21,
author = {Marta R. Costa{-}juss{\`{a}}},
title = {Towards universal translation},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {376--377},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00346-7},
doi = {10.1038/s42256-021-00346-7},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Costa-jussa21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CowlsTTF21,
author = {Josh Cowls and
Andreas Tsamados and
Mariarosaria Taddeo and
Luciano Floridi},
title = {A definition, benchmark and database of {AI} for social good initiatives},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {2},
pages = {111--115},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00296-0},
doi = {10.1038/s42256-021-00296-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/CowlsTTF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CroonWS21,
author = {Guido C. H. E. de Croon and
Christophe De Wagter and
Tobias Seidl},
title = {Enhancing optical-flow-based control by learning visual appearance
cues for flying robots},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {33--41},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00279-7},
doi = {10.1038/s42256-020-00279-7},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/CroonWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DegraveJL21,
author = {Alex J. DeGrave and
Joseph D. Janizek and
Su{-}In Lee},
title = {{AI} for radiographic {COVID-19} detection selects shortcuts over
signal},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {7},
pages = {610--619},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00338-7},
doi = {10.1038/s42256-021-00338-7},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/DegraveJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DominijanniSSBP21,
author = {Giulia Dominijanni and
Solaiman Shokur and
Gionata Salvietti and
Sarah Buehler and
Erica Palmerini and
Simone Rossi and
Fr{\'{e}}d{\'{e}}rique de Vignemont and
Andrea d'Avella and
Tamar R. Makin and
Domenico Prattichizzo and
Silvestro Micera},
title = {The neural resource allocation problem when enhancing human bodies
with extra robotic limbs},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {10},
pages = {850--860},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00398-9},
doi = {10.1038/s42256-021-00398-9},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/DominijanniSSBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DupuisMNMRT21,
author = {Claire Dupuis and
E. De Montmollin and
Mathilde Neuville and
B. Mourvillier and
S. Ruckly and
Jean{-}Fran{\c{c}}ois Timsit},
title = {Limited applicability of a {COVID-19} specific mortality prediction
rule to the intensive care setting},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {20--22},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00252-4},
doi = {10.1038/s42256-020-00252-4},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/DupuisMNMRT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ErionJSLL21,
author = {Gabriel G. Erion and
Joseph D. Janizek and
Pascal Sturmfels and
Scott M. Lundberg and
Su{-}In Lee},
title = {Improving performance of deep learning models with axiomatic attribution
priors and expected gradients},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {7},
pages = {620--631},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00343-w},
doi = {10.1038/s42256-021-00343-w},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ErionJSLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FalcoSBCDDEGGHJ21,
author = {Gregory Falco and
Ben Shneiderman and
Julia Badger and
Ryan Carrier and
Anton Dahbura and
David Danks and
Martin Eling and
Alwyn Goodloe and
Jerry Gupta and
Christopher Hart and
Marina Jirotka and
Henric Johnson and
Cara Lapointe and
Ashley J. Llorens and
Alan K. Mackworth and
Carsten Maple and
Sigur{\dh}ur Emil P{\'{a}}lsson and
Frank Pasquale and
Alan F. T. Winfield and
Zee Kin Yeong},
title = {Governing {AI} safety through independent audits},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {7},
pages = {566--571},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00370-7},
doi = {10.1038/s42256-021-00370-7},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/FalcoSBCDDEGGHJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FischbacherHHWL21,
author = {Brodie Fischbacher and
Sarita Hedaya and
Brigham J. Hartley and
Zhongwei Wang and
Gregory Lallos and
Dillion Hutson and
Matthew Zimmer and
Jacob Brammer and
Daniel Paull},
title = {Modular deep learning enables automated identification of monoclonal
cell lines},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {7},
pages = {632--640},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00354-7},
doi = {10.1038/s42256-021-00354-7},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/FischbacherHHWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Fosch-Villaronga21,
author = {Eduard Fosch{-}Villaronga and
Pranav Khanna and
Hadassah Drukarch and
Bart H. M. Custers},
title = {A human in the loop in surgery automation},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {368--369},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00349-4},
doi = {10.1038/s42256-021-00349-4},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Fosch-Villaronga21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Franco21,
author = {Alejandro A. Franco},
title = {Escape from flatland},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {277--278},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00334-x},
doi = {10.1038/s42256-021-00334-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Franco21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Frenkel21,
author = {Charlotte Frenkel},
title = {Sparsity provides a competitive advantage},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {9},
pages = {742--743},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00387-y},
doi = {10.1038/s42256-021-00387-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Frenkel21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FukamiMRFT21,
author = {Kai Fukami and
Romit Maulik and
Nesar Ramachandra and
Koji Fukagata and
Kunihiko Taira},
title = {Global field reconstruction from sparse sensors with Voronoi tessellation-assisted
deep learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {11},
pages = {945--951},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00402-2},
doi = {10.1038/s42256-021-00402-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/FukamiMRFT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GauthierF21,
author = {Daniel J. Gauthier and
Ingo Fischer},
title = {Predicting hidden structure in dynamical systems},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {281--282},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00329-8},
doi = {10.1038/s42256-021-00329-8},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/GauthierF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Giacobbe21,
author = {Daniele Roberto Giacobbe},
title = {Clinical interpretation of an interpretable prognostic model for patients
with {COVID-19}},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {16},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-0207-0},
doi = {10.1038/s42256-020-0207-0},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Giacobbe21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GoltzKBBBCDKSSM21,
author = {Julian G{\"{o}}ltz and
Laura Kriener and
Andreas Baumbach and
Sebastian Billaudelle and
Oliver Breitwieser and
Benjamin Cramer and
Dominik Dold and
{\'{A}}kos F. Kungl and
Walter Senn and
Johannes Schemmel and
Karlheinz Meier and
Mihai A. Petrovici},
title = {Fast and energy-efficient neuromorphic deep learning with first-spike
times},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {9},
pages = {823--835},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00388-x},
doi = {10.1038/s42256-021-00388-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/GoltzKBBBCDKSSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GomarizPHISNG21,
author = {Alvaro Gomariz and
Tiziano Portenier and
Patrick M. Helbling and
Stephan Isringhausen and
Ute Suessbier and
C{\'{e}}sar Nombela{-}Arrieta and
Orcun Goksel},
title = {Modality attention and sampling enables deep learning with heterogeneous
marker combinations in fluorescence microscopy},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {9},
pages = {799--811},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00379-y},
doi = {10.1038/s42256-021-00379-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/GomarizPHISNG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GoncalvesYZXWGS21,
author = {Jorge M. Gon{\c{c}}alves and
Li Yan and
Hai{-}Tao Zhang and
Yang Xiao and
Maolin Wang and
Yuqi Guo and
Chuan Sun and
Xiuchuan Tang and
Zhiguo Cao and
Shusheng Li and
Hui Xu and
Cheng Cheng and
Junyang Jin and
Ye Yuan},
title = {Li Yan et al. reply},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {28--32},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00251-5},
doi = {10.1038/s42256-020-00251-5},
timestamp = {Wed, 23 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/GoncalvesYZXWGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GongXMLZ21,
author = {Jing Gong and
Kui Xu and
Ziyuan Ma and
Zhi John Lu and
Qiangfeng Cliff Zhang},
title = {A deep learning method for recovering missing signals in transcriptome-wide
{RNA} structure profiles from probing experiments},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {11},
pages = {995--1006},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00412-0},
doi = {10.1038/s42256-021-00412-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/GongXMLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Hamilton21,
author = {Tara J. Hamilton},
title = {The best of both worlds},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {194--195},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00315-0},
doi = {10.1038/s42256-021-00315-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Hamilton21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HanJCLCJKCKJHLY21,
author = {Yoseob Han and
Jaeduck Jang and
Eunju Cha and
Junho Lee and
Hyungjin Chung and
Myoungho Jeong and
Tae{-}Gon Kim and
Byeong Gyu Chae and
Hee Goo Kim and
Shinae Jun and
Sungwoo Hwang and
Eunha Lee and
Jong Chul Ye},
title = {Deep learning {STEM-EDX} tomography of nanocrystals},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {267--274},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00289-5},
doi = {10.1038/s42256-020-00289-5},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/HanJCLCJKCKJHLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Hibat-AllahIWMC21,
author = {Mohamed Hibat{-}Allah and
Estelle M. Inack and
Roeland Wiersema and
Roger G. Melko and
Juan Carrasquilla},
title = {Variational neural annealing},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {11},
pages = {952--961},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00401-3},
doi = {10.1038/s42256-021-00401-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Hibat-AllahIWMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Higgins21,
author = {Irina Higgins},
title = {Generalizing universal function approximators},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {192--193},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00318-x},
doi = {10.1038/s42256-021-00318-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Higgins21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/IencaV21,
author = {Marcello Ienca and
Effy Vayena},
title = {Ethical requirements for responsible research with hacked data},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {9},
pages = {744--748},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00389-w},
doi = {10.1038/s42256-021-00389-w},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/IencaV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Imam21,
author = {Nabil Imam},
title = {Wiring up recurrent neural networks},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {9},
pages = {740--741},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00391-2},
doi = {10.1038/s42256-021-00391-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Imam21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/IrrgangBSBKSS21,
author = {Christopher Irrgang and
Niklas Boers and
Maike Sonnewald and
Elizabeth A. Barnes and
Christopher Kadow and
Joanna Staneva and
Jan Saynisch{-}Wagner},
title = {Towards neural Earth system modelling by integrating artificial intelligence
in Earth system science},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {8},
pages = {667--674},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00374-3},
doi = {10.1038/s42256-021-00374-3},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/IrrgangBSBKSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/IsomuraT21,
author = {Takuya Isomura and
Taro Toyoizumi},
title = {Dimensionality reduction to maximize prediction generalization capability},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {434--446},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00306-1},
doi = {10.1038/s42256-021-00306-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/IsomuraT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/IsomuraT21a,
author = {Takuya Isomura and
Taro Toyoizumi},
title = {Publisher Correction: Dimensionality reduction to maximize prediction
generalization capability},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {457},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00352-9},
doi = {10.1038/s42256-021-00352-9},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/IsomuraT21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JanetTB21,
author = {Jon Paul Janet and
Anna Tomberg and
Jonas Bostr{\"{o}}m},
title = {Reusability report: Learning the language of synthetic methods used
in medicinal chemistry},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {7},
pages = {572--575},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00367-2},
doi = {10.1038/s42256-021-00367-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/JanetTB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JinCLCWLGB21,
author = {Darui Jin and
Ying Chen and
Yi Lu and
Junzhang Chen and
Peng Wang and
Zichao Liu and
Sheng Guo and
Xiangzhi Bai},
title = {Neutralizing the impact of atmospheric turbulence on complex scene
imaging via deep learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {10},
pages = {876--884},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00392-1},
doi = {10.1038/s42256-021-00392-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/JinCLCWLGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JobinMDKBSBWMEC21,
author = {Anna Jobin and
Kingson Man and
Antonio Damasio and
Georgios Kaissis and
Rickmer Braren and
Julia Stoyanovich and
Jay J. Van Bavel and
Tessa V. West and
Brent D. Mittelstadt and
Jason Eshraghian and
Marta R. Costa{-}juss{\`{a}} and
Asaf Tzachor and
Aimun A. B. Jamjoom and
Mariarosaria Taddeo and
Edoardo Sinibaldi and
Yipeng Hu and
Miguel A. Luengo{-}Oroz},
title = {{AI} reflections in 2020},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {2--8},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00281-z},
doi = {10.1038/s42256-020-00281-z},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/JobinMDKBSBWMEC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KaissisZPRUTLMJ21,
author = {Georgios Kaissis and
Alexander Ziller and
Jonathan Passerat{-}Palmbach and
Th{\'{e}}o Ryffel and
Dmitrii Usynin and
Andrew Trask and
Ion{\'{e}}sio Lima and
Jason Mancuso and
Friederike Jungmann and
Marc{-}Matthias Steinborn and
Andreas Saleh and
Marcus R. Makowski and
Daniel Rueckert and
Rickmer Braren},
title = {End-to-end privacy preserving deep learning on multi-institutional
medical imaging},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {6},
pages = {473--484},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00337-8},
doi = {10.1038/s42256-021-00337-8},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KaissisZPRUTLMJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Kapur21,
author = {Supriya Kapur},
title = {Reducing racial bias in {AI} models for clinical use requires a top-down
intervention},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {6},
pages = {460},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00362-7},
doi = {10.1038/s42256-021-00362-7},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Kapur21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KcBVHHYSO21,
author = {Govinda B. Kc and
Giovanni Bocci and
Srijan Verma and
Md Mahmudulla Hassan and
Jayme Holmes and
Jeremy J. Yang and
Suman Sirimulla and
Tudor I. Oprea},
title = {A machine learning platform to estimate anti-SARS-CoV-2 activities},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {6},
pages = {527--535},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00335-w},
doi = {10.1038/s42256-021-00335-w},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KcBVHHYSO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KenchC21,
author = {Steve Kench and
Samuel J. Cooper},
title = {Generating three-dimensional structures from a two-dimensional slice
with generative adversarial network-based dimensionality expansion},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {299--305},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00322-1},
doi = {10.1038/s42256-021-00322-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KenchC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KimLNPB21,
author = {Jason Z. Kim and
Zhixin Lu and
Erfan Nozari and
George J. Pappas and
Danielle S. Bassett},
title = {Teaching recurrent neural networks to infer global temporal structure
from local examples},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {316--323},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00321-2},
doi = {10.1038/s42256-021-00321-2},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KimLNPB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KingOT21,
author = {Ross D. King and
Oghenejokpeme I. Orhobor and
Charles C. Taylor},
title = {Cross-validation is safe to use},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {276},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00332-z},
doi = {10.1038/s42256-021-00332-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KingOT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KooP21,
author = {Peter K. Koo and
Matt Ploenzke},
title = {Improving representations of genomic sequence motifs in convolutional
networks with exponential activations},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {258--266},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00291-x},
doi = {10.1038/s42256-020-00291-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KooP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KorotGFWZLFPFKM21,
author = {Edward Korot and
Zeyu Guan and
Daniel Ferraz and
Siegfried K. Wagner and
Gongyu Zhang and
Xiaoxuan Liu and
Livia Faes and
Nikolas Pontikos and
Samuel G. Finlayson and
Hagar Khalid and
Gabriella Moraes and
Konstantinos Balaskas and
Alastair K. Denniston and
Pearse A. Keane},
title = {Code-free deep learning for multi-modality medical image classification},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {288--298},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00305-2},
doi = {10.1038/s42256-021-00305-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KorotGFWZLFPFKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KorsunskaF21,
author = {Ania Korsunska and
David C. Fajgenbaum},
title = {Back to the future with machine learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {6},
pages = {464--465},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00363-6},
doi = {10.1038/s42256-021-00363-6},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KorsunskaF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KorsunskaF21a,
author = {Ania Korsunska and
David C. Fajgenbaum},
title = {Publisher Correction: Back to the future with machine learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {7},
pages = {652},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00372-5},
doi = {10.1038/s42256-021-00372-5},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KorsunskaF21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LagemannLMS21,
author = {Christian Lagemann and
Kai Lagemann and
Sach Mukherjee and
Wolfgang Schr{\"{o}}der},
title = {Deep recurrent optical flow learning for particle image velocimetry
data},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {7},
pages = {641--651},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00369-0},
doi = {10.1038/s42256-021-00369-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LagemannLMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LesicaMMDWZ21,
author = {Nicholas A. Lesica and
Nishchay Mehta and
Joseph G. Manjaly and
Li Deng and
Blake S. Wilson and
Fan{-}Gang Zeng},
title = {Harnessing the power of artificial intelligence to transform hearing
healthcare and research},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {10},
pages = {840--849},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00394-z},
doi = {10.1038/s42256-021-00394-z},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LesicaMMDWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiuCJW21,
author = {Qiao Liu and
Shengquan Chen and
Rui Jiang and
Wing Hung Wong},
title = {Simultaneous deep generative modelling and clustering of single-cell
genomic data},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {6},
pages = {536--544},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00333-y},
doi = {10.1038/s42256-021-00333-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LiuCJW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiuTQLSY21,
author = {Siyuan Liu and
Kim{-}Han Thung and
Liangqiong Qu and
Weili Lin and
Dinggang Shen and
Pew{-}Thian Yap},
title = {Learning {MRI} artefact removal with unpaired data},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {60--67},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00270-2},
doi = {10.1038/s42256-020-00270-2},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/LiuTQLSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiuTQLSY21a,
author = {Siyuan Liu and
Kim{-}Han Thung and
Liangqiong Qu and
Weili Lin and
Dinggang Shen and
Pew{-}Thian Yap},
title = {Publisher Correction: Learning {MRI} artefact removal with unpaired
data},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {2},
pages = {181},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00300-7},
doi = {10.1038/s42256-021-00300-7},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/LiuTQLSY21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiuWZ21,
author = {Ruoqi Liu and
Lai Wei and
Ping Zhang},
title = {A deep learning framework for drug repurposing via emulating clinical
trials on real-world patient data},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {68--75},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00276-w},
doi = {10.1038/s42256-020-00276-w},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LiuWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LuBJG21,
author = {James Lu and
Brendan Bender and
Jin Y. Jin and
Yuanfang Guan},
title = {Deep learning prediction of patient response time course from early
data via neural-pharmacokinetic/pharmacodynamic modelling},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {8},
pages = {696--704},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00357-4},
doi = {10.1038/s42256-021-00357-4},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LuBJG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LuJPZK21,
author = {Lu Lu and
Pengzhan Jin and
Guofei Pang and
Zhongqiang Zhang and
George Em Karniadakis},
title = {Learning nonlinear operators via DeepONet based on the universal approximation
theorem of operators},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {218--229},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00302-5},
doi = {10.1038/s42256-021-00302-5},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LuJPZK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LuZZWJXBHGWXRW21,
author = {Tianshi Lu and
Ze Zhang and
James Zhu and
Yunguan Wang and
Peixin Jiang and
Xue Xiao and
Chantale Bernatchez and
John V. Heymach and
Don L. Gibbons and
Jun Wang and
Lin Xu and
Alexandre Reuben and
Tao Wang},
title = {Deep learning-based prediction of the {T} cell receptor-antigen binding
specificity},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {10},
pages = {864--875},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00383-2},
doi = {10.1038/s42256-021-00383-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LuZZWJXBHGWXRW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ManifoldMHF21,
author = {Bryce Manifold and
Shuaiqian Men and
Ruoqian Hu and
Dan Fu},
title = {A versatile deep learning architecture for classification and label-free
prediction of hyperspectral images},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {306--315},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00309-y},
doi = {10.1038/s42256-021-00309-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ManifoldMHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MardaN21,
author = {Vidushi Marda and
Shivangi Narayan},
title = {On the importance of ethnographic methods in {AI} research},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {187--189},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00323-0},
doi = {10.1038/s42256-021-00323-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MardaN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MatsumotoIAKTO21,
author = {Shigeyuki Matsumoto and
Shoichi Ishida and
Mitsugu Araki and
Takayuki Kato and
Kei Terayama and
Yasushi Okuno},
title = {Extraction of protein dynamics information from cryo-EM maps using
deep learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {2},
pages = {153--160},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00290-y},
doi = {10.1038/s42256-020-00290-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MatsumotoIAKTO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MhasawadeZC21,
author = {Vishwali Mhasawade and
Yuan Zhao and
Rumi Chunara},
title = {Machine learning and algorithmic fairness in public and population
health},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {8},
pages = {659--666},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00373-4},
doi = {10.1038/s42256-021-00373-4},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MhasawadeZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MiaoLGPYG21,
author = {Zhongqi Miao and
Ziwei Liu and
Kaitlyn M. Gaynor and
Meredith S. Palmer and
Stella X. Yu and
Wayne M. Getz},
title = {Iterative human and automated identification of wildlife images},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {10},
pages = {885--895},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00393-0},
doi = {10.1038/s42256-021-00393-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MiaoLGPYG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MiikkulainenF21,
author = {Risto Miikkulainen and
Stephanie Forrest},
title = {A biological perspective on evolutionary computation},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {9--15},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00278-8},
doi = {10.1038/s42256-020-00278-8},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MiikkulainenF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MilanoMWR21,
author = {Silvia Milano and
Brent D. Mittelstadt and
Sandra Wachter and
Christopher Russell},
title = {Epistemic fragmentation poses a threat to the governance of online
targeting},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {6},
pages = {466--472},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00358-3},
doi = {10.1038/s42256-021-00358-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MilanoMWR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Mitra21,
author = {Partha P. Mitra},
title = {Fitting elephants in modern machine learning by statistically consistent
interpolation},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {378--386},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00345-8},
doi = {10.1038/s42256-021-00345-8},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Mitra21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NovatiLK21,
author = {Guido Novati and
Hugues Lascombes de Laroussilhe and
Petros Koumoutsakos},
title = {Automating turbulence modelling by multi-agent reinforcement learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {87--96},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00272-0},
doi = {10.1038/s42256-020-00272-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/NovatiLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NovatiLK21a,
author = {Guido Novati and
Hugues Lascombes de Laroussilhe and
Petros Koumoutsakos},
title = {Publisher Correction: Automating turbulence modelling by multi-agent
reinforcement learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {98},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00293-3},
doi = {10.1038/s42256-021-00293-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/NovatiLK21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NovatiLK21b,
author = {Guido Novati and
Hugues Lascombes de Laroussilhe and
Petros Koumoutsakos},
title = {Publisher Correction: Automating turbulence modelling by multi-agent
reinforcement learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {99},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00295-1},
doi = {10.1038/s42256-021-00295-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/NovatiLK21b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NunesA21,
author = {Ashley Nunes and
Kay W. Axhausen},
title = {Road safety, health inequity and the imminence of autonomous vehicles},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {8},
pages = {654--655},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00382-3},
doi = {10.1038/s42256-021-00382-3},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/NunesA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NygaardMTGH21,
author = {T{\o}nnes F. Nygaard and
Charles P. Martin and
Jim T{\o}rresen and
Kyrre Glette and
David Howard},
title = {Real-world embodied {AI} through a morphologically adaptive quadruped
robot},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {410--419},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00320-3},
doi = {10.1038/s42256-021-00320-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/NygaardMTGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/OrrCZ21,
author = {Itai Orr and
Moshik Cohen and
Zeev Zalevsky},
title = {Author Correction: High-resolution radar road segmentation using weakly
supervised learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {2},
pages = {182},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00314-1},
doi = {10.1038/s42256-021-00314-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/OrrCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/OrrCZ21a,
author = {Itai Orr and
Moshik Cohen and
Zeev Zalevsky},
title = {High-resolution radar road segmentation using weakly supervised learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {239--246},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00288-6},
doi = {10.1038/s42256-020-00288-6},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/OrrCZ21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ParkSMCRKZBGCWM21,
author = {Jungkyu Park and
Yoel Shoshan and
Robert Mart{\'{\i}} and
Pablo G{\'{o}}mez del Campo and
Vadim Ratner and
Daniel Khapun and
Aviad Zlotnick and
Ella Barkan and
Flora Gilboa{-}Solomon and
Jakub Chledowski and
Jan Witowski and
Alexandra Millet and
Eric Kim and
Alana Lewin and
Kristine Pysarenko and
Sardius Chen and
Julia Goldberg and
Shalin Patel and
Anastasia Plaunova and
Melanie Wegener and
Stacey Wolfson and
Jiyon Lee and
Sana Hava and
Sindhoora Murthy and
Linda Du and
Sushma Gaddam and
Ujas Parikh and
Laura Heacock and
Linda Moy and
Beatriu Reig and
Michal Rosen{-}Zvi and
Krzysztof J. Geras},
title = {Lessons from the first DBTex Challenge},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {8},
pages = {735--736},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00378-z},
doi = {10.1038/s42256-021-00378-z},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ParkSMCRKZBGCWM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Parkes21,
author = {David C. Parkes},
title = {Playing with symmetry with neural networks},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {8},
pages = {658},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00380-5},
doi = {10.1038/s42256-021-00380-5},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Parkes21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PavlovicSMKKVWB21,
author = {Milena Pavlovic and
Lonneke Scheffer and
Keshav Motwani and
Chakravarthi Kanduri and
Radmila Kompova and
Nikolay Vazov and
Knut Waagan and
Fabian L. M. Bernal and
Alexandre Almeida Costa and
Brian Corrie and
Rahmad Akbar and
Ghadi S. Al Hajj and
Gabriel Balaban and
Todd M. Brusko and
Maria Chernigovskaya and
Scott Christley and
Lindsay G. Cowell and
Robert Frank and
Ivar Grytten and
Sveinung Gundersen and
Ingrid Hob{\ae}k Haff and
Eivind Hovig and
Ping{-}Han Hsieh and
G{\"{u}}nter Klambauer and
Marieke L. Kuijjer and
Christin Lund{-}Andersen and
Antonio Martini and
Thomas Minotto and
Johan Pensar and
Knut D. Rand and
Enrico Riccardi and
Philippe A. Robert and
Artur Rocha and
Andrei Slabodkin and
Igor Snapkov and
Ludvig M. Sollid and
Dmytro Titov and
C{\'{e}}dric R. Weber and
Michael Widrich and
Gur Yaari and
Victor Greiff and
Geir Kjetil Sandve},
title = {The immuneML ecosystem for machine learning analysis of adaptive immune
receptor repertoires},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {11},
pages = {936--944},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00413-z},
doi = {10.1038/s42256-021-00413-z},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/PavlovicSMKKVWB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PhamQZXZ21,
author = {Thai{-}Hoang Pham and
Yue Qiu and
Jucheng Zeng and
Lei Xie and
Ping Zhang},
title = {A deep learning framework for high-throughput mechanism-driven phenotype
compound screening and its application to {COVID-19} drug repurposing},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {247--257},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00285-9},
doi = {10.1038/s42256-020-00285-9},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/PhamQZXZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PrunklAAWLD21,
author = {Carina E. A. Prunkl and
Carolyn Ashurst and
Markus Anderljung and
Helena Webb and
Jan Leike and
Allan Dafoe},
title = {Institutionalizing ethics in {AI} through broader impact requirements},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {2},
pages = {104--110},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00298-y},
doi = {10.1038/s42256-021-00298-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/PrunklAAWLD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/QiaoTXCLSG21,
author = {Rui Qiao and
Ngoc Hieu Tran and
Lei Xin and
Xin Chen and
Ming Li and
Baozhen Shan and
Ali Ghodsi},
title = {Computationally instrument-resolution-independent de novo peptide
sequencing for high-resolution devices},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {420--425},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00304-3},
doi = {10.1038/s42256-021-00304-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/QiaoTXCLSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/QuanjelHVWKSMG21,
author = {Marian J. R. Quanjel and
Thijs C. van Holten and
Pieternel C. Gunst{-}van der Vliet and
Jette Wielaard and
Bekir Karakaya and
Maaike S{\"{o}}hne and
Hazra S. Moeniralam and
Jan C. Grutters},
title = {Replication of a mortality prediction model in Dutch patients with
{COVID-19}},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {23--24},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00253-3},
doi = {10.1038/s42256-020-00253-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/QuanjelHVWKSMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ReeveT21,
author = {Janice L. V. Reeve and
Patrick J. Twomey},
title = {Consider laboratory aspects in developing patient prediction models},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {18},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-0221-2},
doi = {10.1038/s42256-020-0221-2},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ReeveT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RepeckaJKRRZPLV21,
author = {Donatas Repecka and
Vykintas Jauniskis and
Laurynas Karpus and
Elzbieta Rembeza and
Irmantas Rokaitis and
Jan Zrimec and
Simona Poviloniene and
Audrius Laurynenas and
Sandra Viknander and
Wissam Abuajwa and
Otto Savolainen and
Rolandas Meskys and
Martin K. M. Engqvist and
Aleksej Zelezniak},
title = {Expanding functional protein sequence spaces using generative adversarial
networks},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {324--333},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00310-5},
doi = {10.1038/s42256-021-00310-5},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/RepeckaJKRRZPLV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RobertsDTGYUAEM21,
author = {Michael Roberts and
Derek Driggs and
Matthew Thorpe and
Julian D. Gilbey and
Michael Yeung and
Stephan Ursprung and
Angelica I. Avil{\'{e}}s{-}Rivero and
Christian Etmann and
Cathal McCague and
Lucian Beer and
Jonathan R. Weir{-}McCall and
Zhongzhao Teng and
Effrossyni Gkrania{-}Klotsas and
James H. F. Rudd and
Evis Sala and
Carola{-}Bibiane Sch{\"{o}}nlieb},
title = {Common pitfalls and recommendations for using machine learning to
detect and prognosticate for {COVID-19} using chest radiographs and
{CT} scans},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {199--217},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00307-0},
doi = {10.1038/s42256-021-00307-0},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/RobertsDTGYUAEM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RodolfaLG21,
author = {Kit T. Rodolfa and
Hemank Lamba and
Rayid Ghani},
title = {Empirical observation of negligible fairness-accuracy trade-offs in
machine learning for public policy},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {10},
pages = {896--904},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00396-x},
doi = {10.1038/s42256-021-00396-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/RodolfaLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RomanSRPF21,
author = {Darius Roman and
Saurabh Saxena and
Valentin Robu and
Michael G. Pecht and
David Flynn},
title = {Machine learning pipeline for battery state-of-health estimation},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {447--456},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00312-3},
doi = {10.1038/s42256-021-00312-3},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/RomanSRPF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Rousseau21,
author = {David Rousseau},
title = {Resource-efficient inference for particle physics},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {8},
pages = {656--657},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00381-4},
doi = {10.1038/s42256-021-00381-4},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Rousseau21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SalmelaTFBDG21,
author = {Lauri Salmela and
Nikolaos Tsipinakis and
Alessandro Foi and
Cyril Billet and
John M. Dudley and
Go{\"{e}}ry Genty},
title = {Predicting ultrafast nonlinear dynamics in fibre optics with a recurrent
neural network},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {344--354},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00297-z},
doi = {10.1038/s42256-021-00297-z},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SalmelaTFBDG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SchootBSZBWKHHF21,
author = {Rens van de Schoot and
Jonathan de Bruin and
Raoul Schram and
Parisa Zahedi and
Jan de Boer and
Felix Weijdema and
Bianca Kramer and
Martijn Huijts and
Maarten Hoogerwerf and
Gerbrich Ferdinands and
Albert Harkema and
Joukje Willemsen and
Yongchao Ma and
Qixiang Fang and
Sybren Hindriks and
Lars Tummers and
Daniel L. Oberski},
title = {An open source machine learning framework for efficient and transparent
systematic reviews},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {2},
pages = {125--133},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00287-7},
doi = {10.1038/s42256-020-00287-7},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SchootBSZBWKHHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Schulte-SasseBH21,
author = {Roman Schulte{-}Sasse and
Stefan Budach and
Denes Hnisz and
Annalisa Marsico},
title = {Integration of multiomics data with graph convolutional networks to
identify new cancer genes and their associated molecular mechanisms},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {6},
pages = {513--526},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00325-y},
doi = {10.1038/s42256-021-00325-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Schulte-SasseBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SchwallerPVNKLR21,
author = {Philippe Schwaller and
Daniel Probst and
Alain C. Vaucher and
Vishnu H. Nair and
David Kreutter and
Teodoro Laino and
Jean{-}Louis Reymond},
title = {Mapping the space of chemical reactions using attention-based neural
networks},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {2},
pages = {144--152},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00284-w},
doi = {10.1038/s42256-020-00284-w},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SchwallerPVNKLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ShadCALH21,
author = {Rohan Shad and
John P. Cunningham and
Euan A. Ashley and
Curtis P. Langlotz and
William Hiesinger},
title = {Designing clinically translatable artificial intelligence systems
for high-dimensional medical imaging},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {11},
pages = {929--935},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00399-8},
doi = {10.1038/s42256-021-00399-8},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ShadCALH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ShahPTKBK21,
author = {Dylan S. Shah and
Joshua P. Powers and
Liana G. Tilton and
Sam Kriegman and
Josh C. Bongard and
Rebecca Kramer{-}Bottiglio},
title = {A soft robot that adapts to environments through shape change},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {51--59},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00263-1},
doi = {10.1038/s42256-020-00263-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ShahPTKBK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Sharifi-Noghabi21,
author = {Hossein Sharifi{-}Noghabi and
Parsa Alamzadeh Harjandi and
Olga I. Zolotareva and
Colin C. Collins and
Martin Ester},
title = {Out-of-distribution generalization from labelled and unlabelled gene
expression data for drug response prediction},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {11},
pages = {962--972},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00408-w},
doi = {10.1038/s42256-021-00408-w},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Sharifi-Noghabi21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ShenZZWQTJC21,
author = {Wan Xiang Shen and
Xian Zeng and
Feng Zhu and
Ya li Wang and
Chu Qin and
Ying Tan and
Yu Yang Jiang and
Yu Zong Chen},
title = {Out-of-the-box deep learning prediction of pharmaceutical properties
by broadly learned knowledge-based molecular representations},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {334--343},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00301-6},
doi = {10.1038/s42256-021-00301-6},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ShenZZWQTJC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ShinKOAPKL21,
author = {Dongmyung Shin and
Younghoon Kim and
Chungseok Oh and
Hongjun An and
Juhyung Park and
Jiye Kim and
Jongho Lee},
title = {Deep reinforcement learning-designed radiofrequency waveform in {MRI}},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {11},
pages = {985--994},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00411-1},
doi = {10.1038/s42256-021-00411-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ShinKOAPKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SimonWZ21,
author = {Lukas M. Simon and
Yin{-}Ying Wang and
Zhongming Zhao},
title = {Integration of millions of transcriptomes using batch-aware triplet
neural networks},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {8},
pages = {705--715},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00361-8},
doi = {10.1038/s42256-021-00361-8},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SimonWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SkinniderSWF21,
author = {Michael A. Skinnider and
R. Greg Stacey and
David S. Wishart and
Leonard J. Foster},
title = {Chemical language models enable navigation in sparsely populated chemical
space},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {9},
pages = {759--770},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00368-1},
doi = {10.1038/s42256-021-00368-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SkinniderSWF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SkinniderWPGFDW21,
author = {Michael A. Skinnider and
Fei Wang and
Daniel Pasin and
Russell Greiner and
Leonard J. Foster and
Petur W. Dalsgaard and
David S. Wishart},
title = {A deep generative model enables automated structure elucidation of
novel psychoactive substances},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {11},
pages = {973--984},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00407-x},
doi = {10.1038/s42256-021-00407-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SkinniderWPGFDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SongL21,
author = {Zixuan Song and
Jun Li},
title = {Variable selection with false discovery rate control in deep neural
networks},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {426--433},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00308-z},
doi = {10.1038/s42256-021-00308-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SongL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SoriaSF21,
author = {Enrica Soria and
Fabrizio Schiano and
Dario Floreano},
title = {Predictive control of aerial swarms in cluttered environments},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {6},
pages = {545--554},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00341-y},
doi = {10.1038/s42256-021-00341-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SoriaSF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/StocklM21,
author = {Christoph St{\"{o}}ckl and
Wolfgang Maass},
title = {Optimized spiking neurons can classify images with high accuracy through
temporal coding with two spikes},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {230--238},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00311-4},
doi = {10.1038/s42256-021-00311-4},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/StocklM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SuLMTGK21,
author = {Hao Su and
Antonio Di Lallo and
Robin R. Murphy and
Russell H. Taylor and
Brian T. Garibaldi and
Axel Krieger},
title = {Physical human-robot interaction for clinical care in infectious environments},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {184--186},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00324-z},
doi = {10.1038/s42256-021-00324-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SuLMTGK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SuarezRLM21,
author = {Laura E. Su{\'{a}}rez and
Blake A. Richards and
Guillaume Lajoie and
Bratislav Misic},
title = {Learning function from structure in neuromorphic networks},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {9},
pages = {771--786},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00376-1},
doi = {10.1038/s42256-021-00376-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SuarezRLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TeginDMP21,
author = {Ugur Tegin and
Niyazi Ulas Din{\c{c}} and
Christophe Moser and
Demetri Psaltis},
title = {Reusability report: Predicting spatiotemporal nonlinear dynamics in
multimode fibre optics with a recurrent neural network},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {387--391},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00347-6},
doi = {10.1038/s42256-021-00347-6},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/TeginDMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ToisoulKBTP21,
author = {Antoine Toisoul and
Jean Kossaifi and
Adrian Bulat and
Georgios Tzimiropoulos and
Maja Pantic},
title = {Estimation of continuous valence and arousal levels from faces in
naturalistic conditions},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {42--50},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00280-0},
doi = {10.1038/s42256-020-00280-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ToisoulKBTP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ToniatoSCGL21,
author = {Alessandra Toniato and
Philippe Schwaller and
Antonio Cardinale and
Joppe Geluykens and
Teodoro Laino},
title = {Unassisted noise reduction of chemical reaction datasets},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {6},
pages = {485--494},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00319-w},
doi = {10.1038/s42256-021-00319-w},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ToniatoSCGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/UsyninZMBRGKP21,
author = {Dmitrii Usynin and
Alexander Ziller and
Marcus R. Makowski and
Rickmer Braren and
Daniel Rueckert and
Ben Glocker and
Georgios Kaissis and
Jonathan Passerat{-}Palmbach},
title = {Adversarial interference and its mitigations in privacy-preserving
collaborative machine learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {9},
pages = {749--758},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00390-3},
doi = {10.1038/s42256-021-00390-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/UsyninZMBRGKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Venema21,
author = {Liesbeth Venema},
title = {Defining a role for {AI} ethics in national security},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {370--371},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00344-9},
doi = {10.1038/s42256-021-00344-9},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Venema21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/VinuesaS21,
author = {Ricardo Vinuesa and
Beril Sirma{\c{c}}ek},
title = {Interpretable deep-learning models to help achieve the Sustainable
Development Goals},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {11},
pages = {926},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00414-y},
doi = {10.1038/s42256-021-00414-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/VinuesaS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/VokingerG21,
author = {Kerstin N. Vokinger and
Urs Gasser},
title = {Regulating {AI} in medicine in the United States and Europe},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {9},
pages = {738--739},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00386-z},
doi = {10.1038/s42256-021-00386-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/VokingerG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WagterPSC21,
author = {Christophe De Wagter and
Federico Paredes{-}Vall{\'{e}}s and
N. Sheth and
Guido de Croon},
title = {Learning fast in autonomous drone racing},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {10},
pages = {923},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00405-z},
doi = {10.1038/s42256-021-00405-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WagterPSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangB21,
author = {Shangying Wang and
Simone Bianco},
title = {Linking the length scales},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {374--375},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00351-w},
doi = {10.1038/s42256-021-00351-w},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WangB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangH21,
author = {Yue Wang and
David M. Herrington},
title = {Machine intelligence enabled radiomics},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {10},
pages = {838--839},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00404-0},
doi = {10.1038/s42256-021-00404-0},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/WangH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangHWWWJLZYHCC21,
author = {Jike Wang and
Chang{-}Yu Hsieh and
Mingyang Wang and
Xiaorui Wang and
Zhenxing Wu and
Dejun Jiang and
Benben Liao and
Xujun Zhang and
Bo Yang and
Qiaojun He and
Dongsheng Cao and
Xi Chen and
Tingjun Hou},
title = {Multi-constraint molecular generation based on conditional transformer,
knowledge distillation and reinforcement learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {10},
pages = {914--922},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00403-1},
doi = {10.1038/s42256-021-00403-1},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/WangHWWWJLZYHCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangJJWWDFHMFD21,
author = {Yong Wang and
Mengqi Ji and
Shengwei Jiang and
Xukang Wang and
Jiamin Wu and
Feng Duan and
Jingtao Fan and
Laiqiang Huang and
Shaohua Ma and
Lu Fang and
Qionghai Dai},
title = {Author Correction: Augmenting vascular disease diagnosis by vasculature-aware
unsupervised learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {97},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00292-4},
doi = {10.1038/s42256-021-00292-4},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WangJJWWDFHMFD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangXJ21,
author = {Zhengyang Wang and
Yaochen Xie and
Shuiwang Ji},
title = {Global voxel transformer networks for augmented microscopy},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {2},
pages = {161--171},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00283-x},
doi = {10.1038/s42256-020-00283-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WangXJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WeielGKCFS21,
author = {Marie Weiel and
Markus G{\"{o}}tz and
Andr{\'{e}} Klein and
Daniel Coquelin and
Ralf Floca and
Alexander Schug},
title = {Dynamic particle swarm optimization of biomolecular simulation parameters
with flexible objective functions},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {8},
pages = {727--734},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00366-3},
doi = {10.1038/s42256-021-00366-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WeielGKCFS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WuLGPKSWSPJHNLW21,
author = {Jia Wu and
Chao Li and
Michael Gensheimer and
Sukhmani Padda and
Fumi Kato and
Hiroki Shirato and
Yiran Wei and
Carola{-}Bibiane Sch{\"{o}}nlieb and
Stephen John Price and
David Jaffray and
John V. Heymach and
Joel W. Neal and
Billy W. Loo and
Heather Wakelee and
Maximilian Diehn and
Ruijiang Li},
title = {Radiological tumour classification across imaging modality and histology},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {9},
pages = {787--798},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00377-0},
doi = {10.1038/s42256-021-00377-0},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/WuLGPKSWSPJHNLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21,
title = {Room for improvement},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {1},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00294-2},
doi = {10.1038/s42256-021-00294-2},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21a,
title = {Listen to this},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {2},
pages = {101},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00313-2},
doi = {10.1038/s42256-021-00313-2},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21b,
title = {AI, {COVID-19} and the long haul},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {183},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00328-9},
doi = {10.1038/s42256-021-00328-9},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X21b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21c,
title = {People have the {AI} power},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {275},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00340-z},
doi = {10.1038/s42256-021-00340-z},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X21c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21d,
title = {How to be responsible in {AI} publication},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {367},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00355-6},
doi = {10.1038/s42256-021-00355-6},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X21d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21e,
title = {Collaborative learning without sharing data},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {6},
pages = {459},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00364-5},
doi = {10.1038/s42256-021-00364-5},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X21e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21f,
title = {{AI} on the beach},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {7},
pages = {555},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00375-2},
doi = {10.1038/s42256-021-00375-2},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X21f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21g,
title = {Striving for health equity with machine learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {8},
pages = {653},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00385-0},
doi = {10.1038/s42256-021-00385-0},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X21g.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21h,
title = {The big question},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {9},
pages = {737},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00395-y},
doi = {10.1038/s42256-021-00395-y},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X21h.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21i,
title = {Robotic body augmentation},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {10},
pages = {837},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00406-y},
doi = {10.1038/s42256-021-00406-y},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X21i.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21j,
title = {Optimizing the synergy between physics and machine learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {11},
pages = {925},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00416-w},
doi = {10.1038/s42256-021-00416-w},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X21j.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/XuML21,
author = {Jinbo Xu and
Matthew McPartlon and
Jin Li},
title = {Improved protein structure prediction by deep learning irrespective
of co-evolution information},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {7},
pages = {601--609},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00348-5},
doi = {10.1038/s42256-021-00348-5},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/XuML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YanGZLY21,
author = {Li Yan and
Jorge M. Gon{\c{c}}alves and
Hai{-}Tao Zhang and
Shusheng Li and
Ye Yuan},
title = {Reply to: Consider the laboratory aspects in developing patient prediction
models},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {19},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-0220-3},
doi = {10.1038/s42256-020-0220-3},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/YanGZLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YangZXZ21,
author = {Cheng Yang and
Man Zhou and
Haoling Xie and
Huaiqiu Zhu},
title = {LncADeep performance on full-length transcripts},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {3},
pages = {197--198},
year = {2021},
url = {https://doi.org/10.1038/s42256-019-0108-2},
doi = {10.1038/s42256-019-0108-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/YangZXZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YaoSBBKCBWFSA21,
author = {Zhenpeng Yao and
Benjam{\'{\i}}n S{\'{a}}nchez{-}Lengeling and
N. Scott Bobbitt and
Benjamin J. Bucior and
Sai Govind Hari Kumar and
Sean P. Collins and
Thomas Burns and
Tom K. Woo and
Omar K. Farha and
Randall Q. Snurr and
Al{\'{a}}n Aspuru{-}Guzik},
title = {Inverse design of nanoporous crystalline reticular materials with
deep generative models},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {76--86},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00271-1},
doi = {10.1038/s42256-020-00271-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/YaoSBBKCBWFSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YinCB21,
author = {Bojian Yin and
Federico Corradi and
Sander M. Boht{\'{e}}},
title = {Accurate and efficient time-domain classification with adaptive spiking
recurrent neural networks},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {10},
pages = {905--913},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00397-w},
doi = {10.1038/s42256-021-00397-w},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/YinCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YinM21,
author = {Xiaoyan Yin and
Rolf M{\"{u}}ller},
title = {Integration of deep learning and soft robotics for a biomimetic approach
to nonlinear sensing},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {6},
pages = {507--512},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00330-1},
doi = {10.1038/s42256-021-00330-1},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/YinM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YuanGXZXC21,
author = {Ye Yuan and
Jorge M. Gon{\c{c}}alves and
Yan Xiao and
Hai{-}Tao Zhang and
Hui Xu and
Zhiguo Cao},
title = {Reply to: Clinical interpretation of an interpretable prognostic model
for patients with {COVID-19}},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {1},
pages = {17},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-0206-1},
doi = {10.1038/s42256-020-0206-1},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/YuanGXZXC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhangLL21,
author = {Yi Zhang and
Yang Liu and
X. Shirley Liu},
title = {Neural network architecture search with {AMBER}},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {372--373},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00350-x},
doi = {10.1038/s42256-021-00350-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZhangLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhangPTT21,
author = {Zijun Zhang and
Christopher Y. Park and
Chandra L. Theesfeld and
Olga G. Troyanskaya},
title = {An automated framework for efficiently designing deep convolutional
neural networks in genomics},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {5},
pages = {392--400},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00316-z},
doi = {10.1038/s42256-021-00316-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZhangPTT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhengLZWSG21,
author = {An Zheng and
Michael Lamkin and
Hanqing Zhao and
Cynthia Wu and
Hao Su and
Melissa Gymrek},
title = {Deep neural networks identify sequence context features predictive
of transcription factor binding},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {2},
pages = {172--180},
year = {2021},
url = {https://doi.org/10.1038/s42256-020-00282-y},
doi = {10.1038/s42256-020-00282-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZhengLZWSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AbidAAKAZ20,
author = {Abubakar Abid and
Ali Abdalla and
Ali Abid and
Dawood Khan and
Abdulrahman Alfozan and
James Zou},
title = {An online platform for interactive feedback in biomedical machine
learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {2},
pages = {86--88},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0147-8},
doi = {10.1038/s42256-020-0147-8},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/AbidAAKAZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AbitbolK20,
author = {Jacob Levy Abitbol and
M{\'{a}}rton Karsai},
title = {Interpretable socioeconomic status inference from aerial imagery through
urban patterns},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {684--692},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00243-5},
doi = {10.1038/s42256-020-00243-5},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/AbitbolK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AminMC20,
author = {Noorul Amin and
Annette McGrath and
Yi{-}Ping Phoebe Chen},
title = {Author Correction: Evaluation of deep learning in non-coding {RNA}
classification},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {4},
pages = {236},
year = {2020},
url = {https://doi.org/10.1038/s42256-019-0143-z},
doi = {10.1038/s42256-019-0143-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/AminMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Aymerich-Franch20,
author = {Laura Aymerich{-}Franch},
title = {Why it is time to stop ostracizing social robots},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {7},
pages = {364},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0202-5},
doi = {10.1038/s42256-020-0202-5},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Aymerich-Franch20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BanerjeeMWLHJML20,
author = {Samik Banerjee and
Lucas Magee and
Dingkang Wang and
Xu Li and
Bing{-}Xing Huo and
Jaikishan Jayakumar and
Katherine Matho and
Meng{-}Kuan Lin and
Keerthi Ram and
Mohanasankar Sivaprakasam and
Z. Josh Huang and
Yusu Wang and
Partha P. Mitra},
title = {Semantic segmentation of microscopic neuroanatomical data by combining
topological priors with encoder-decoder deep networks},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {10},
pages = {585--594},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0227-9},
doi = {10.1038/s42256-020-0227-9},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BanerjeeMWLHJML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BatraCEWR20,
author = {Rohit Batra and
Carmen Chen and
Tania G. Evans and
Krista S. Walton and
Rampi Ramprasad},
title = {Prediction of water stability of metal-organic frameworks using machine
learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {704--710},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00249-z},
doi = {10.1038/s42256-020-00249-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BatraCEWR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BekerWSG20,
author = {Wiktor Beker and
Agnieszka Wolos and
Sara Szymkuc and
Bartosz A. Grzybowski},
title = {Minimal-uncertainty prediction of general drug-likeness based on Bayesian
neural networks},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {8},
pages = {457--465},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0209-y},
doi = {10.1038/s42256-020-0209-y},
timestamp = {Wed, 26 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BekerWSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BertensL20,
author = {Paul Bertens and
Seong{-}Whan Lee},
title = {Network of evolvable neural units can learn synaptic learning rules
and spiking dynamics},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {12},
pages = {791--799},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00267-x},
doi = {10.1038/s42256-020-00267-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BertensL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BirattariLH20,
author = {Mauro Birattari and
Antoine Ligot and
Ken Hasselmann},
title = {Disentangling automatic and semi-automatic approaches to the optimization-based
design of control software for robot swarms},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {9},
pages = {494--499},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0215-0},
doi = {10.1038/s42256-020-0215-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BirattariLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Buckner20,
author = {Cameron Buckner},
title = {Understanding adversarial examples requires a theory of artefacts
for deep learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {12},
pages = {731--736},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00266-y},
doi = {10.1038/s42256-020-00266-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Buckner20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CalvoPC20,
author = {Rafael A. Calvo and
Dorian Peters and
Stephen Cave},
title = {Advancing impact assessment for intelligent systems},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {2},
pages = {89--91},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0151-z},
doi = {10.1038/s42256-020-0151-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/CalvoPC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CaoGYY20,
author = {Yue Cao and
Thomas Andrew Geddes and
Jean Yee Hwa Yang and
Pengyi Yang},
title = {Ensemble deep learning in bioinformatics},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {9},
pages = {500--508},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0217-y},
doi = {10.1038/s42256-020-0217-y},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/CaoGYY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CaoZFWLLCCLY20,
author = {Qin Cao and
Zhenghao Zhang and
Alexander Xi Fu and
Qiong Wu and
Tin{-}Lap Lee and
Eric Lo and
Alfred S. L. Cheng and
Chao Cheng and
Danny Leung and
Kevin Y. Yip},
title = {A unified framework for integrative study of heterogeneous gene regulatory
mechanisms},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {8},
pages = {447--456},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0205-2},
doi = {10.1038/s42256-020-0205-2},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/CaoZFWLLCCLY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChakrabortyRGAR20,
author = {Indranil Chakraborty and
Deboleena Roy and
Isha Garg and
Aayush Ankit and
Kaushik Roy},
title = {Constructing energy-efficient mixed-precision neural networks through
principal component analysis for edge intelligence},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {1},
pages = {43--55},
year = {2020},
url = {https://doi.org/10.1038/s42256-019-0134-0},
doi = {10.1038/s42256-019-0134-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ChakrabortyRGAR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChenBMY20,
author = {Alvin I. Chen and
Max L. Balter and
Timothy J. Maguire and
Martin L. Yarmush},
title = {Deep learning robotic guidance for autonomous vascular access},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {2},
pages = {104--115},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0148-7},
doi = {10.1038/s42256-020-0148-7},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ChenBMY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChenBR20,
author = {Zhi Chen and
Yijie Bei and
Cynthia Rudin},
title = {Concept whitening for interpretable image recognition},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {12},
pages = {772--782},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00265-z},
doi = {10.1038/s42256-020-00265-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ChenBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CichosGMV20,
author = {Frank Cichos and
Kristian Gustavsson and
Bernhard Mehlig and
Giovanni Volpe},
title = {Machine learning for active matter},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {2},
pages = {94--103},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0146-9},
doi = {10.1038/s42256-020-0146-9},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/CichosGMV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CulosTSBGMFTNEX20,
author = {Anthony Culos and
Amy Tsai and
Natalie Stanley and
Martin Becker and
Mohammad Sajjad Ghaemi and
David Mcilwain and
Ramin Fallahzadeh and
Athena Tanada and
Huda Nassar and
Camilo Espinosa and
Maria Xenochristou and
Edward Ganio and
Laura Peterson and
Xiaoyuan Han and
Ina A. Stelzer and
Kazuo Ando and
Dyani Gaudilliere and
Thanaphong Phongpreecha and
Ivana Maric and
Alan L. Chang and
Gary M. Shaw and
David K. Stevenson and
Sean Bendall and
Kara L. Davis and
Wendy J. Fantl and
Garry P. Nolan and
Trevor Hastie and
Robert Tibshirani and
Martin S. Angst and
Brice Gaudilliere and
Nima Aghaeepour},
title = {Integration of mechanistic immunological knowledge into a machine
learning pipeline improves predictions},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {10},
pages = {619--628},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00232-8},
doi = {10.1038/s42256-020-00232-8},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/CulosTSBGMFTNEX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DekanovskyKRNPP20,
author = {Lukas Dekanovsky and
Bahareh Khezri and
Zdenka Rottnerova and
Filip Novotn{\'{y}} and
Jan Plutnar and
Martin Pumera},
title = {Chemically programmable microrobots weaving a web from hormones},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {711--718},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00248-0},
doi = {10.1038/s42256-020-00248-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/DekanovskyKRNPP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Dhar20,
author = {Payal Dhar},
title = {The carbon impact of artificial intelligence},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {8},
pages = {423--425},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0219-9},
doi = {10.1038/s42256-020-0219-9},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Dhar20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DongR20,
author = {Jiayun Dong and
Cynthia Rudin},
title = {Exploring the cloud of variable importance for the set of all good
models},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {12},
pages = {810--824},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00264-0},
doi = {10.1038/s42256-020-00264-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/DongR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Eshraghian20,
author = {Jason Kamran Eshraghian},
title = {Human ownership of artificial creativity},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {3},
pages = {157--160},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0161-x},
doi = {10.1038/s42256-020-0161-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Eshraghian20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FanZSL20,
author = {Changjun Fan and
Li Zeng and
Yizhou Sun and
Yang{-}Yu Liu},
title = {Finding key players in complex networks through deep reinforcement
learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {6},
pages = {317--324},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0177-2},
doi = {10.1038/s42256-020-0177-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/FanZSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FaustBOPQDD20,
author = {Kevin Faust and
Sudarshan Bala and
Randy van Ommeren and
Alessia Portante and
Raniah Al Qawahmed and
Ugljesa Djuric and
Phedias Diamandis},
title = {Publisher Correction: Intelligent feature engineering and ontological
mapping of brain tumour histomorphologies by deep learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {4},
pages = {237},
year = {2020},
url = {https://doi.org/10.1038/s42256-019-0133-1},
doi = {10.1038/s42256-019-0133-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/FaustBOPQDD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FurmanT20,
author = {Jeffrey L. Furman and
Florenta Teodoridis},
title = {Machine learning could improve innovation policy},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {2},
pages = {84},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0155-8},
doi = {10.1038/s42256-020-0155-8},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/FurmanT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GeirhosJMZBBW20,
author = {Robert Geirhos and
J{\"{o}}rn{-}Henrik Jacobsen and
Claudio Michaelis and
Richard S. Zemel and
Wieland Brendel and
Matthias Bethge and
Felix A. Wichmann},
title = {Shortcut learning in deep neural networks},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {665--673},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00257-z},
doi = {10.1038/s42256-020-00257-z},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GeirhosJMZBBW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GenkinE20,
author = {Mikhail Genkin and
Tatiana A. Engel},
title = {Moving beyond generalization to accurate interpretation of flexible
models},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {674--683},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00242-6},
doi = {10.1038/s42256-020-00242-6},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/GenkinE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Greplova20,
author = {Eliska Greplova},
title = {Solving optimization tasks in condensed matter},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {10},
pages = {557--558},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00240-8},
doi = {10.1038/s42256-020-00240-8},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Greplova20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Hermann20,
author = {Isabella Hermann},
title = {Beware of fictional {AI} narratives},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {654},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00256-0},
doi = {10.1038/s42256-020-00256-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Hermann20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HoinkaP20,
author = {Jan Hoinka and
Teresa M. Przytycka},
title = {Embedding gene sets in low-dimensional space},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {7},
pages = {367--368},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0204-3},
doi = {10.1038/s42256-020-0204-3},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/HoinkaP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HolmbergKMSHKAS20,
author = {Olle G. Holmberg and
Niklas D. K{\"{o}}hler and
Thiago Martins and
Jakob Siedlecki and
Tina Herold and
Leonie Keidel and
Ben Asani and
Johannes Schiefelbein and
Siegfried Priglinger and
Karsten U. Kortuem and
Fabian J. Theis},
title = {Self-supervised retinal thickness prediction enables deep learning
from unlabelled data to boost classification of diabetic retinopathy},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {719--726},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00247-1},
doi = {10.1038/s42256-020-00247-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/HolmbergKMSHKAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HongLLWYJZZ20,
author = {Lixiang Hong and
Jinjian Lin and
Shuya Li and
Fangping Wan and
Hui Yang and
Tao Jiang and
Dan Zhao and
Jianyang Zeng},
title = {A novel machine learning framework for automated biomedical relation
extraction from large-scale literature repositories},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {6},
pages = {347--355},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0189-y},
doi = {10.1038/s42256-020-0189-y},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/HongLLWYJZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HorstB20,
author = {Jessica S. Horst and
Chris M. Bird},
title = {Conceptual systems align to aid concept learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {2},
pages = {92--93},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0145-x},
doi = {10.1038/s42256-020-0145-x},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/HorstB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HowisonHI20,
author = {Toby Howison and
Josie Hughes and
Fumiya Iida},
title = {Large-scale automated investigation of free-falling paper shapes via
iterative physical experimentation},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {1},
pages = {68--75},
year = {2020},
url = {https://doi.org/10.1038/s42256-019-0135-z},
doi = {10.1038/s42256-019-0135-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/HowisonHI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HuJPHHS20,
author = {Yipeng Hu and
Joseph Jacob and
Geoffrey J. M. Parker and
David J. Hawkes and
John R. Hurst and
Danail Stoyanov},
title = {The challenges of deploying artificial intelligence models in a rapidly
evolving pandemic},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {6},
pages = {298--300},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0185-2},
doi = {10.1038/s42256-020-0185-2},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/HuJPHHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HuLHLSL20,
author = {Jian Hu and
Xiangjie Li and
Gang Hu and
Yafei Lyu and
Katalin Susztak and
Mingyao Li},
title = {Iterative transfer learning with neural network for clustering and
cell type classification in single-cell RNA-seq analysis},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {10},
pages = {607--618},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00233-7},
doi = {10.1038/s42256-020-00233-7},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/HuLHLSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HuntH20,
author = {Edmund R. Hunt and
Sabine Hauert},
title = {A checklist for safe robot swarms},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {8},
pages = {420--422},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0213-2},
doi = {10.1038/s42256-020-0213-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/HuntH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ImamC20,
author = {Nabil Imam and
Thomas A. Cleland},
title = {Rapid online learning and robust recall in a neuromorphic olfactory
circuit},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {3},
pages = {181--191},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0159-4},
doi = {10.1038/s42256-020-0159-4},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ImamC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JainM20,
author = {Mika Sarkin Jain and
Tarik F. Massoud},
title = {Predicting tumour mutational burden from histopathological images
using multiscale deep learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {6},
pages = {356--362},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0190-5},
doi = {10.1038/s42256-020-0190-5},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/JainM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JamjoomJM20,
author = {Aimun A. B. Jamjoom and
Ammer M. A. Jamjoom and
Hani J. Marcus},
title = {Exploring public opinion about liability and responsibility in surgical
robotics},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {4},
pages = {194--196},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0169-2},
doi = {10.1038/s42256-020-0169-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/JamjoomJM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Jerde20,
author = {Trenton A. Jerde},
title = {The path of foundational research in robotics},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {3},
pages = {153--154},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0163-8},
doi = {10.1038/s42256-020-0163-8},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Jerde20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Jimenez-LunaGS20,
author = {Jos{\'{e}} Jim{\'{e}}nez{-}Luna and
Francesca Grisoni and
Gisbert Schneider},
title = {Drug discovery with explainable artificial intelligence},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {10},
pages = {573--584},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00236-4},
doi = {10.1038/s42256-020-00236-4},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Jimenez-LunaGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JinZ20,
author = {Dongdong Jin and
Li Zhang},
title = {Embodied intelligence weaves a better future},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {663--664},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00250-6},
doi = {10.1038/s42256-020-00250-6},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/JinZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KaissisMRB20,
author = {Georgios Kaissis and
Marcus R. Makowski and
Daniel Rueckert and
Rickmer Braren},
title = {Secure, privacy-preserving and federated machine learning in medical
imaging},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {6},
pages = {305--311},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0186-1},
doi = {10.1038/s42256-020-0186-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KaissisMRB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KotsiasACETB20,
author = {Panagiotis{-}Christos Kotsias and
Josep Ar{\'{u}}s{-}Pous and
Hongming Chen and
Ola Engkvist and
Christian Tyrchan and
Esben Jannik Bjerrum},
title = {Direct steering of de novo molecular generation with descriptor conditional
recurrent neural networks},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {5},
pages = {254--265},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0174-5},
doi = {10.1038/s42256-020-0174-5},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KotsiasACETB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LechnerHAHRG20,
author = {Mathias Lechner and
Ramin M. Hasani and
Alexander Amini and
Thomas A. Henzinger and
Daniela Rus and
Radu Grosu},
title = {Neural circuit policies enabling auditable autonomy},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {10},
pages = {642--652},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00237-3},
doi = {10.1038/s42256-020-00237-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LechnerHAHRG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LeeMY20,
author = {Dongwook Lee and
Won{-}Jin Moon and
Jong Chul Ye},
title = {Assessing the importance of magnetic resonance contrasts using collaborative
generative adversarial networks},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {1},
pages = {34--42},
year = {2020},
url = {https://doi.org/10.1038/s42256-019-0137-x},
doi = {10.1038/s42256-019-0137-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LeeMY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiLLL20,
author = {Jiuyong Li and
Lin Liu and
Thuc Duy Le and
Jixue Liu},
title = {Accurate data-driven prediction does not mean high reproducibility},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {1},
pages = {13--15},
year = {2020},
url = {https://doi.org/10.1038/s42256-019-0140-2},
doi = {10.1038/s42256-019-0140-2},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LiLLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LittmannSCFHKMQ20,
author = {Maria Littmann and
Katharina Selig and
Liel Cohen{-}Lavi and
Yotam Frank and
Peter H{\"{o}}nigschmid and
Evans Kataka and
Anja M{\"{o}}sch and
Kun Qian and
Avihai Ron and
Sebastian Schmid and
Adam Sorbie and
Liran Szlak and
Ayana Dagan{-}Wiener and
Nir Ben{-}Tal and
Masha Y. Niv and
Daniel Razansky and
Bj{\"{o}}rn W. Schuller and
Donna P. Ankerst and
Tomer Hertz and
Burkhard Rost},
title = {Validity of machine learning in biology and medicine increased through
collaborations across fields of expertise},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {1},
pages = {18--24},
year = {2020},
url = {https://doi.org/10.1038/s42256-019-0139-8},
doi = {10.1038/s42256-019-0139-8},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LittmannSCFHKMQ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LotterKC20,
author = {William Lotter and
Gabriel Kreiman and
David D. Cox},
title = {A neural network trained for prediction mimics diverse features of
biological neurons and perception},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {4},
pages = {210--219},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0170-9},
doi = {10.1038/s42256-020-0170-9},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/LotterKC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LudwigNDKFHPVMA20,
author = {Marcus Ludwig and
Louis{-}F{\'{e}}lix Nothias and
Kai D{\"{u}}hrkop and
Irina Koester and
Markus Fleischauer and
Martin A. Hoffmann and
Daniel Petras and
Fernando Vargas and
Mustafa Morsy and
Lihini Aluwihare and
Pieter C. Dorrestein and
Sebastian B{\"{o}}cker},
title = {Database-independent molecular formula annotation using Gibbs sampling
through {ZODIAC}},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {10},
pages = {629--641},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00234-6},
doi = {10.1038/s42256-020-00234-6},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LudwigNDKFHPVMA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LudwigNDKFHPVMA20a,
author = {Marcus Ludwig and
Louis{-}F{\'{e}}lix Nothias and
Kai D{\"{u}}hrkop and
Irina Koester and
Markus Fleischauer and
Martin A. Hoffmann and
Daniel Petras and
Fernando Vargas and
Mustafa Morsy and
Lihini Aluwihare and
Pieter C. Dorrestein and
Sebastian B{\"{o}}cker},
title = {Publisher Correction: Database-independent molecular formula annotation
using Gibbs sampling through {ZODIAC}},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {727},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00259-x},
doi = {10.1038/s42256-020-00259-x},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LudwigNDKFHPVMA20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Luengo-OrozPBKL20,
author = {Miguel A. Luengo{-}Oroz and
Katherine Hoffmann Pham and
Joseph Bullock and
Robert Kirkpatrick and
Alexandra Luccioni and
Sasha Rubel and
Cedric Wachholz and
Moez Chakchouk and
Phillippa Biggs and
Tim Nguyen and
Tina Purnat and
Bernardo Mariano},
title = {Artificial intelligence cooperation to support the global response
to {COVID-19}},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {6},
pages = {295--297},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0184-3},
doi = {10.1038/s42256-020-0184-3},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Luengo-OrozPBKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LukassenTAEC20,
author = {Soeren Lukassen and
Foo Wei Ten and
Lukas Adam and
Roland Eils and
Christian Conrad},
title = {Gene set inference from single-cell sequencing data using a hybrid
of matrix factorization and variational autoencoders},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {12},
pages = {800--809},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00269-9},
doi = {10.1038/s42256-020-00269-9},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LukassenTAEC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LundbergECDPNKH20,
author = {Scott M. Lundberg and
Gabriel G. Erion and
Hugh Chen and
Alex J. DeGrave and
Jordan M. Prutkin and
Bala Nair and
Ronit Katz and
Jonathan Himmelfarb and
Nisha Bansal and
Su{-}In Lee},
title = {From local explanations to global understanding with explainable {AI}
for trees},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {1},
pages = {56--67},
year = {2020},
url = {https://doi.org/10.1038/s42256-019-0138-9},
doi = {10.1038/s42256-019-0138-9},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LundbergECDPNKH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LuoPM20,
author = {Yunan Luo and
Jian Peng and
Jianzhu Ma},
title = {When causal inference meets deep learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {8},
pages = {426--427},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0218-x},
doi = {10.1038/s42256-020-0218-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LuoPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LuoWWTLLL20,
author = {Ruibang Luo and
Chak{-}Lim Wong and
Yat{-}Sing Wong and
Chi Ian Tang and
Chi{-}Man Liu and
Chi{-}Ming Leung and
Tak Wah Lam},
title = {Exploring the limit of using a deep neural network on pileup data
for germline variant calling},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {4},
pages = {220--227},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0167-4},
doi = {10.1038/s42256-020-0167-4},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LuoWWTLLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ManneschiV20,
author = {Luca Manneschi and
Eleni Vasilaki},
title = {An alternative to backpropagation through time},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {3},
pages = {155--156},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0162-9},
doi = {10.1038/s42256-020-0162-9},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ManneschiV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MaoDXG20,
author = {Wenzhi Mao and
Wenze Ding and
Yaoguang Xing and
Haipeng Gong},
title = {AmoebaContact and GDFold as a pipeline for rapid de novo protein structure
prediction},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {1},
pages = {25--33},
year = {2020},
url = {https://doi.org/10.1038/s42256-019-0130-4},
doi = {10.1038/s42256-019-0130-4},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/MaoDXG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MartinSNSAOV20,
author = {James W. Martin and
Bruno Scaglioni and
Joseph C. Norton and
Venkataraman Subramanian and
Alberto Arezzo and
Keith L. Obstein and
Pietro Valdastri},
title = {Enabling the future of colonoscopy with intelligent and autonomous
magnetic manipulation},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {10},
pages = {595--606},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00231-9},
doi = {10.1038/s42256-020-00231-9},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MartinSNSAOV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MateenLDHV20,
author = {Bilal A. Mateen and
James Liley and
Alastair K. Denniston and
Chris C. Holmes and
Sebastian J. Vollmer},
title = {Improving the quality of machine learning in health applications and
clinical research},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {10},
pages = {554--556},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00239-1},
doi = {10.1038/s42256-020-00239-1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MateenLDHV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/McLennanFCMHRHB20,
author = {Stuart McLennan and
Amelia Fiske and
Leo Anthony Celi and
Ruth M{\"{u}}ller and
Jan Harder and
Konstantin Ritt and
Sami Haddadin and
Alena Buyx},
title = {An embedded ethics approach for {AI} development},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {9},
pages = {488--490},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0214-1},
doi = {10.1038/s42256-020-0214-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/McLennanFCMHRHB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MerchantP20,
author = {Hugo Merchant and
Oswaldo P{\'{e}}rez},
title = {Estimating time with neural networks},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {9},
pages = {492--493},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00229-3},
doi = {10.1038/s42256-020-00229-3},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MerchantP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MerrerT20,
author = {Erwan Le Merrer and
Gilles Tr{\'{e}}dan},
title = {Remote explainability faces the bouncer problem},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {9},
pages = {529--539},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0216-z},
doi = {10.1038/s42256-020-0216-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MerrerT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Milford20,
author = {Michael Milford},
title = {C. Elegans inspires self-driving cars},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {661--662},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00245-3},
doi = {10.1038/s42256-020-00245-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Milford20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MillsRT20,
author = {Kyle Mills and
Pooya Ronagh and
Isaac Tamblyn},
title = {Finding the ground state of spin Hamiltonians with reinforcement learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {9},
pages = {509--517},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0226-x},
doi = {10.1038/s42256-020-0226-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MillsRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MiriyevK20,
author = {Aslan Miriyev and
Mirko Kovac},
title = {Skills for physical artificial intelligence},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {658--660},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00258-y},
doi = {10.1038/s42256-020-00258-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MiriyevK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Mohamed20,
author = {Shakir Mohamed},
title = {Domesticating the techno-racial project},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {9},
pages = {491},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00228-4},
doi = {10.1038/s42256-020-00228-4},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Mohamed20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MohapatraYG20,
author = {Somesh Mohapatra and
Tzuhsiung Yang and
Rafael G{\'{o}}mez{-}Bombarelli},
title = {Reusability report: Designing organic photoelectronic molecules with
descriptor conditional recurrent neural networks},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {12},
pages = {749--752},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00268-w},
doi = {10.1038/s42256-020-00268-w},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MohapatraYG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MoretFGMS20,
author = {Michael Moret and
Lukas Friedrich and
Francesca Grisoni and
Daniel Merk and
Gisbert Schneider},
title = {Generative molecular design in low data regimes},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {3},
pages = {171--180},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0160-y},
doi = {10.1038/s42256-020-0160-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MoretFGMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MukherjeeZLSBNG20,
author = {Pritam Mukherjee and
Mu Zhou and
Edward Lee and
Anne Schicht and
Yoganand Balagurunathan and
Sandy Napel and
Robert J. Gillies and
Simon Wong and
Alexander Thieme and
Ann Leung and
Olivier Gevaert},
title = {A shallow convolutional neural network predicts prognosis of lung
cancer patients in multi-institutional computed tomography image datasets},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {5},
pages = {274--282},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0173-6},
doi = {10.1038/s42256-020-0173-6},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/MukherjeeZLSBNG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NgZYCS20,
author = {Man{-}Fai Ng and
Jin Zhao and
Qingyu Yan and
Gareth John Conduit and
Zhi Wei Seh},
title = {Predicting the state of charge and health of batteries using data-driven
machine learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {3},
pages = {161--170},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0156-7},
doi = {10.1038/s42256-020-0156-7},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/NgZYCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Nowaczyk-Basinska20,
author = {Katarzyna Nowaczyk{-}Basinska and
Stephen Cave},
title = {Let's talk about digital death},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {12},
pages = {730},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00274-y},
doi = {10.1038/s42256-020-00274-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Nowaczyk-Basinska20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NunesCNP20,
author = {Jos{\'{e}} Anchieta C. C. Nunes and
Igor C. S. Cruz and
Andr{\'{e}} Nunes and
Hudson Pinheiro},
title = {Speeding up coral reef conservation with AI-aided automated image
analysis},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {6},
pages = {292},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0192-3},
doi = {10.1038/s42256-020-0192-3},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/NunesCNP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PangZCTYL20,
author = {Bo Pang and
Kaiwen Zha and
Hanwen Cao and
Jiajun Tang and
Minghui Yu and
Cewu Lu},
title = {Complex sequential understanding through the awareness of spatial
and temporal concepts},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {5},
pages = {245--253},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0168-3},
doi = {10.1038/s42256-020-0168-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/PangZCTYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Peiffer-SmadjaM20,
author = {Nathan Peiffer{-}Smadja and
Redwan Maatoug and
Fran{\c{c}}ois{-}Xavier Lescure and
Eric D'ortenzio and
Joelle Pineau and
Jean{-}R{\'{e}}mi King},
title = {Machine Learning for {COVID-19} needs global collaboration and data-sharing},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {6},
pages = {293--294},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0181-6},
doi = {10.1038/s42256-020-0181-6},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Peiffer-SmadjaM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PekMKA20,
author = {Christian Pek and
Stefanie Manzinger and
Markus Koschi and
Matthias Althoff},
title = {Using online verification to prevent autonomous vehicles from causing
accidents},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {9},
pages = {518--528},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0225-y},
doi = {10.1038/s42256-020-0225-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/PekMKA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PianykhGPZPBR20,
author = {Oleg S. Pianykh and
Steven Guitron and
Darren Parke and
Chengzhao Zhang and
Pari Pandharipande and
James Brink and
Daniel Rosenthal},
title = {Improving healthcare operations management with machine learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {5},
pages = {266--273},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0176-3},
doi = {10.1038/s42256-020-0176-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/PianykhGPZPBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PorcielloIIEH20,
author = {Jaron Porciello and
Maryia Ivanina and
Maidul Islam and
Stefan Einarson and
Haym Hirsh},
title = {Accelerating evidence-informed decision-making for the Sustainable
Development Goals using machine learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {10},
pages = {559--565},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00235-5},
doi = {10.1038/s42256-020-00235-5},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/PorcielloIIEH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PoulsenFS20,
author = {Adam Poulsen and
Eduard Fosch{-}Villaronga and
Roger Andre S{\o}raa},
title = {Queering machines},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {3},
pages = {152},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0157-6},
doi = {10.1038/s42256-020-0157-6},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/PoulsenFS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ProsperiGSKMHRW20,
author = {Mattia C. F. Prosperi and
Yi Guo and
Matthew Sperrin and
James S. Koopman and
Jae S. Min and
Xing He and
Shannan N. Rich and
Mo Wang and
Iain E. Buchan and
Jiang Bian},
title = {Causal inference and counterfactual prediction in machine learning
for actionable healthcare},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {7},
pages = {369--375},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0197-y},
doi = {10.1038/s42256-020-0197-y},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ProsperiGSKMHRW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RahmaniLKBTPM20,
author = {Babak Rahmani and
Damien Loterie and
Eirini Kakkava and
Navid Borhani and
Ugur Tegin and
Demetri Psaltis and
Christophe Moser},
title = {Actor neural networks for the robust control of partially measured
nonlinear systems showcased for image propagation through diffuse
media},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {7},
pages = {403--410},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0199-9},
doi = {10.1038/s42256-020-0199-9},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/RahmaniLKBTPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Reina20,
author = {Andreagiovanni Reina},
title = {Robot teams stay safe with blockchains},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {5},
pages = {240--241},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0178-1},
doi = {10.1038/s42256-020-0178-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Reina20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RichRJFWSDOBLPT20,
author = {Alexander S. Rich and
Cynthia Rudin and
David M. P. Jacoby and
Robin Freeman and
Oliver R. Wearn and
Henry Shevlin and
Kanta Dihal and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
James Butcher and
Marco Lippi and
Przemyslaw Palka and
Paolo Torroni and
Shannon Wongvibulsin and
Edmon Begoli and
Gisbert Schneider and
Stephen Cave and
Mona Sloane and
Emmanuel Moss and
Iyad Rahwan and
Ken Goldberg and
David Howard and
Luciano Floridi and
Jack Stilgoe},
title = {{AI} reflections in 2019},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {1},
pages = {2--9},
year = {2020},
url = {https://doi.org/10.1038/s42256-019-0141-1},
doi = {10.1038/s42256-019-0141-1},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/RichRJFWSDOBLPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RisiT20,
author = {Sebastian Risi and
Julian Togelius},
title = {Increasing generality in machine learning through procedural content
generation},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {8},
pages = {428--436},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0208-z},
doi = {10.1038/s42256-020-0208-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/RisiT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RizkinSFH20,
author = {Benjamin A. Rizkin and
Albert S. Shkolnik and
Neil J. Ferraro and
Ryan L. Hartman},
title = {Combining automated microfluidic experimentation with machine learning
for efficient polymerization design},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {4},
pages = {200--209},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0166-5},
doi = {10.1038/s42256-020-0166-5},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/RizkinSFH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RoadsL20,
author = {Brett D. Roads and
Bradley C. Love},
title = {Learning as the unsupervised alignment of conceptual systems},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {1},
pages = {76--82},
year = {2020},
url = {https://doi.org/10.1038/s42256-019-0132-2},
doi = {10.1038/s42256-019-0132-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/RoadsL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SadowskiA20,
author = {Jathan Sadowski and
Mark Andrejevic},
title = {More than a few bad apps},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {655--657},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00246-2},
doi = {10.1038/s42256-020-00246-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SadowskiA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Samek20,
author = {Wojciech Samek},
title = {Learning with explainable trees},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {1},
pages = {16--17},
year = {2020},
url = {https://doi.org/10.1038/s42256-019-0142-0},
doi = {10.1038/s42256-019-0142-0},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Samek20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SchedlKB20,
author = {David C. Schedl and
Indrajit Kurmi and
Oliver Bimber},
title = {Search and rescue with airborne optical sectioning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {12},
pages = {783--790},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00261-3},
doi = {10.1038/s42256-020-00261-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SchedlKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SchramowskiSTBH20,
author = {Patrick Schramowski and
Wolfgang Stammer and
Stefano Teso and
Anna Brugger and
Franziska Herbert and
Xiaoting Shao and
Hans{-}Georg Luigs and
Anne{-}Katrin Mahlein and
Kristian Kersting},
title = {Making deep neural networks right for the right scientific reasons
by interacting with their explanations},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {8},
pages = {476--486},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0212-3},
doi = {10.1038/s42256-020-0212-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SchramowskiSTBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SelsDMDD20,
author = {Dries Sels and
Hesam Dashti and
Samia Mora and
Olga Demler and
Eugene Demler},
title = {Quantum approximate Bayesian computation for {NMR} model inference},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {7},
pages = {396--402},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0198-x},
doi = {10.1038/s42256-020-0198-x},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SelsDMDD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SinibaldiGYLKCP20,
author = {Edoardo Sinibaldi and
Chris Gastmans and
Miguel Y{\'{a}}{\~{n}}ez and
Richard M. Lerner and
L{\'{a}}szl{\'{o}} Kov{\'{a}}cs and
Carlo Casalone and
Renzo Pegoraro and
Vincenzo Paglia},
title = {Contributions from the Catholic Church to ethical reflections in the
digital era},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {5},
pages = {242--244},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0175-4},
doi = {10.1038/s42256-020-0175-4},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SinibaldiGYLKCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Spatola20,
author = {Nicolas Spatola},
title = {The citizen at the centre of ethics},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {2},
pages = {85},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0150-0},
doi = {10.1038/s42256-020-0150-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Spatola20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/StoyanovichBW20,
author = {Julia Stoyanovich and
Jay J. Van Bavel and
Tessa V. West},
title = {The imperative of interpretable machines},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {4},
pages = {197--199},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0171-8},
doi = {10.1038/s42256-020-0171-8},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/StoyanovichBW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SuzukiW20,
author = {Hiroyuki Suzuki and
Robert J. Wood},
title = {Origami-inspired miniature manipulator for teleoperated microsurgery},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {8},
pages = {437--446},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0203-4},
doi = {10.1038/s42256-020-0203-4},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SuzukiW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Sweeney20,
author = {Yann Sweeney},
title = {Tracking the debate on {COVID-19} surveillance tools},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {6},
pages = {301--304},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0194-1},
doi = {10.1038/s42256-020-0194-1},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Sweeney20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TanTHYGMGWH20,
author = {Fei Tan and
Tian Tian and
Xiurui Hou and
Xiang Yu and
Lei Gu and
Fernanda Mafra and
Brian D. Gregory and
Zhi Wei and
Hakon Hakonarson},
title = {Elucidation of {DNA} methylation on N6-adenine with deep learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {8},
pages = {466--475},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0211-4},
doi = {10.1038/s42256-020-0211-4},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/TanTHYGMGWH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TannebergRP20,
author = {Daniel Tanneberg and
Elmar Rueckert and
Jan Peters},
title = {Evolutionary training and abstraction yields algorithmic generalization
of neural computers},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {12},
pages = {753--763},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00255-1},
doi = {10.1038/s42256-020-00255-1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/TannebergRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TasakiGMW20,
author = {Shinya Tasaki and
Chris Gaiteri and
Sara Mostafavi and
Yanling Wang},
title = {Deep learning decodes the principles of differential gene expression},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {7},
pages = {376--386},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0201-6},
doi = {10.1038/s42256-020-0201-6},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/TasakiGMW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TheodorouD20,
author = {Andreas Theodorou and
Virginia Dignum},
title = {Towards ethical and socio-legal governance in {AI}},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {1},
pages = {10--12},
year = {2020},
url = {https://doi.org/10.1038/s42256-019-0136-y},
doi = {10.1038/s42256-019-0136-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/TheodorouD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TolkachDTK20,
author = {Yuri Tolkach and
Tilmann Dohmg{\"{o}}rgen and
Marieta Toma and
Glen Kristiansen},
title = {High-accuracy prostate cancer pathology using deep learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {7},
pages = {411--418},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0200-7},
doi = {10.1038/s42256-020-0200-7},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/TolkachDTK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TranQXCSL20,
author = {Ngoc Hieu Tran and
Rui Qiao and
Lei Xin and
Xin Chen and
Baozhen Shan and
Ming Li},
title = {Personalized deep learning of individual immunopeptidomes to identify
neoantigens for cancer vaccines},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {12},
pages = {764--771},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00260-4},
doi = {10.1038/s42256-020-00260-4},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/TranQXCSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TzachorWSh20,
author = {Asaf Tzachor and
Jess Whittlestone and
Lalitha Sundaram and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Artificial intelligence in a crisis needs ethics with urgency},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {7},
pages = {365--366},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0195-0},
doi = {10.1038/s42256-020-0195-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/TzachorWSh20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/VishnevskiyWK20,
author = {Valery Vishnevskiy and
Jonas Walheim and
Sebastian Kozerke},
title = {Deep variational network for rapid 4D flow {MRI} reconstruction},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {4},
pages = {228--235},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0165-6},
doi = {10.1038/s42256-020-0165-6},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/VishnevskiyWK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WanJ20,
author = {Cen Wan and
David T. Jones},
title = {Protein function prediction is improved by creating synthetic feature
samples with generative adversarial networks},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {9},
pages = {540--550},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0222-1},
doi = {10.1038/s42256-020-0222-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WanJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangCW20,
author = {Menglun Wang and
Zixuan Cang and
Guo{-}Wei Wei},
title = {A topology-based network tree for the prediction of protein-protein
binding affinity changes following mutation},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {2},
pages = {116--123},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0149-6},
doi = {10.1038/s42256-020-0149-6},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WangCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangFA20,
author = {Sheng Wang and
Emily R. Flynn and
Russ B. Altman},
title = {Gaussian embedding for large-scale gene set analysis},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {7},
pages = {387--395},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0193-2},
doi = {10.1038/s42256-020-0193-2},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/WangFA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangJJWWDFHMFD20,
author = {Yong Wang and
Mengqi Ji and
Shengwei Jiang and
Xukang Wang and
Jiamin Wu and
Feng Duan and
Jingtao Fan and
Laiqiang Huang and
Shaohua Ma and
Lu Fang and
Qionghai Dai},
title = {Augmenting vascular disease diagnosis by vasculature-aware unsupervised
learning},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {6},
pages = {337--346},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0188-z},
doi = {10.1038/s42256-020-0188-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WangJJWWDFHMFD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangNYXZZZC20,
author = {Lifei Wang and
Rui Nie and
Zeyang Yu and
Ruyue Xin and
Caihong Zheng and
Zhang Zhang and
Jiang Zhang and
Jun Cai},
title = {An interpretable deep-learning architecture of capsule networks for
identifying cell-type gene expression programs from single-cell RNA-sequencing
data},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {693--703},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00244-4},
doi = {10.1038/s42256-020-00244-4},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WangNYXZZZC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangYM20,
author = {Ge Wang and
Jong Chul Ye and
Bruno De Man},
title = {Deep learning for tomographic image reconstruction},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {12},
pages = {737--748},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00273-z},
doi = {10.1038/s42256-020-00273-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WangYM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WozniakPBE20,
author = {Stanislaw Wozniak and
Angeliki Pantazi and
Thomas Bohnstingl and
Evangelos Eleftheriou},
title = {Deep learning incorporating biologically inspired neural dynamics
and in-memory computing},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {6},
pages = {325--336},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0187-0},
doi = {10.1038/s42256-020-0187-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WozniakPBE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WuLZCZYLLCLCWZZ20,
author = {Fei Wu and
Cewu Lu and
Mingjie Zhu and
Hao Chen and
Jun Zhu and
Kai Yu and
Lei Li and
Ming Li and
Qianfeng Chen and
Xi Li and
Xudong Cao and
Zhongyuan Wang and
Zhengjun Zha and
Yueting Zhuang and
Yunhe Pan},
title = {Towards a new generation of artificial intelligence in China},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {6},
pages = {312--316},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0183-4},
doi = {10.1038/s42256-020-0183-4},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/WuLZCZYLLCLCWZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20,
title = {Let's go 2020},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {1},
pages = {1},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0144-y},
doi = {10.1038/s42256-020-0144-y},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20a,
title = {The only game in town},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {2},
pages = {83},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0158-5},
doi = {10.1038/s42256-020-0158-5},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20b,
title = {Into the latent space},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {3},
pages = {151},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0164-7},
doi = {10.1038/s42256-020-0164-7},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X20b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20c,
title = {Pandemic data challenges},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {4},
pages = {193},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0172-7},
doi = {10.1038/s42256-020-0172-7},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X20c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20d,
title = {A match for virtual conferences},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {5},
pages = {239},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0182-5},
doi = {10.1038/s42256-020-0182-5},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X20d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20e,
title = {Publisher Correction: Pandemic data challenges},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {5},
pages = {289},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0179-0},
doi = {10.1038/s42256-020-0179-0},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X20e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20f,
title = {Finding a role for {AI} in the pandemic},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {6},
pages = {291},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0196-z},
doi = {10.1038/s42256-020-0196-z},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X20f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20g,
title = {Technology can't fix this},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {7},
pages = {363},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0210-5},
doi = {10.1038/s42256-020-0210-5},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X20g.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20h,
title = {Next chapter in artificial writing},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {8},
pages = {419},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0223-0},
doi = {10.1038/s42256-020-0223-0},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X20h.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20i,
title = {Algorithms to live by},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {9},
pages = {487},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00230-w},
doi = {10.1038/s42256-020-00230-w},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X20i.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20j,
title = {Call to action for robotics},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {10},
pages = {553},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00241-7},
doi = {10.1038/s42256-020-00241-7},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X20j.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20k,
title = {Materializing artificial intelligence},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {11},
pages = {653},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00262-2},
doi = {10.1038/s42256-020-00262-2},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X20k.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20l,
title = {Research, reuse, repeat},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {12},
pages = {729},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00277-9},
doi = {10.1038/s42256-020-00277-9},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X20l.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YanWXSCHDC20,
author = {Qi Yan and
Daniel E. Weeks and
Hongyi Xin and
Anand Swaroop and
Emily Y. Chew and
Heng Huang and
Ying Ding and
Wei Chen},
title = {Deep-learning-based prediction of late age-related macular degeneration
progression},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {2},
pages = {141--150},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0154-9},
doi = {10.1038/s42256-020-0154-9},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/YanWXSCHDC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YanZGXWGSTJZHXC20,
author = {Li Yan and
Hai{-}Tao Zhang and
Jorge M. Gon{\c{c}}alves and
Yang Xiao and
Maolin Wang and
Yuqi Guo and
Chuan Sun and
Xiuchuan Tang and
Liang Jing and
Mingyang Zhang and
Xiang Huang and
Ying Xiao and
Haosen Cao and
Yanyan Chen and
Tongxin Ren and
Fang Wang and
Yaru Xiao and
Sufang Huang and
Xi Tan and
Niannian Huang and
Bo Jiao and
Cheng Cheng and
Yong Zhang and
Ailin Luo and
Laurent Mombaerts and
Junyang Jin and
Zhiguo Cao and
Shusheng Li and
Hui Xu and
Ye Yuan},
title = {An interpretable mortality prediction model for {COVID-19} patients},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {5},
pages = {283--288},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0180-7},
doi = {10.1038/s42256-020-0180-7},
timestamp = {Wed, 23 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/YanZGXWGSTJZHXC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZemmarLN20,
author = {Ajmal Zemmar and
Andres M. Lozano and
Bradley J. Nelson},
title = {The rise of robots in surgical environments during {COVID-19}},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {10},
pages = {566--572},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00238-2},
doi = {10.1038/s42256-020-00238-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZemmarLN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZeuneBDNWASGTB20,
author = {Leonie Zeune and
Yoeri E. Boink and
Guus van Dalum and
Afroditi Nanou and
Sanne de Wit and
Kiki C. Andree and
Joost F. Swennenhuis and
Stephan A. van Gils and
Leon W. M. M. Terstappen and
Christoph Brune},
title = {Deep learning of circulating tumour cells},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {2},
pages = {124--133},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0153-x},
doi = {10.1038/s42256-020-0153-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZeuneBDNWASGTB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhengLCXY20,
author = {Shuangjia Zheng and
Yongjian Li and
Sheng Chen and
Jun Xu and
Yuedong Yang},
title = {Predicting drug-protein interaction using quasi-visual question answering
system},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {2},
pages = {134--140},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0152-y},
doi = {10.1038/s42256-020-0152-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZhengLCXY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhengLCXY20a,
author = {Shuangjia Zheng and
Yongjian Li and
Sheng Chen and
Jun Xu and
Yuedong Yang},
title = {Publisher Correction: Predicting drug-protein interaction using quasi-visual
question answering system},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {9},
pages = {551},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0224-z},
doi = {10.1038/s42256-020-0224-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZhengLCXY20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AgostinelliMSB19,
author = {Forest Agostinelli and
Stephen McAleer and
Alexander Shmakov and
Pierre Baldi},
title = {Solving the Rubik's cube with deep reinforcement learning and search},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {356--363},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0070-z},
doi = {10.1038/s42256-019-0070-z},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/AgostinelliMSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AminMC19,
author = {Noorul Amin and
Annette McGrath and
Yi{-}Ping Phoebe Chen},
title = {Evaluation of deep learning in non-coding {RNA} classification},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {5},
pages = {246--256},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0051-2},
doi = {10.1038/s42256-019-0051-2},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/AminMC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AntonikMBR19,
author = {Piotr Antonik and
Nicolas Marsal and
Daniel Brunner and
Damien Rontani},
title = {Human action recognition with a large-scale brain-inspired photonic
computer},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {11},
pages = {530--537},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0110-8},
doi = {10.1038/s42256-019-0110-8},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/AntonikMBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AstobizaTAALMP19,
author = {An{\'{\i}}bal Monasterio Astobiza and
Mario Toboso and
Manuel Aparicio and
Txetxu Aus{\'{\i}}n and
Daniel L{\'{o}}pez and
Ricardo Morte and
Jos{\'{e}} Luis Pons},
title = {Bringing inclusivity to robotics with {INBOTS}},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {4},
pages = {164},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0040-5},
doi = {10.1038/s42256-019-0040-5},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/AstobizaTAALMP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BegoliBK19,
author = {Edmon Begoli and
Tanmoy Bhattacharya and
Dimitri Kusnezov},
title = {The need for uncertainty quantification in machine-assisted medical
decision making},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {20--23},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0004-1},
doi = {10.1038/s42256-018-0004-1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BegoliBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BelloDDBMHGWCRO19,
author = {Ghalib A. Bello and
Timothy J. W. Dawes and
Jinming Duan and
Carlo Biffi and
Antonio de Marvao and
Luke S. G. E. Howard and
J. Simon R. Gibbs and
Martin R. Wilkins and
Stuart A. Cook and
Daniel Rueckert and
Declan P. O'Regan},
title = {Deep-learning cardiac motion analysis for human survival prediction},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {2},
pages = {95--104},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0019-2},
doi = {10.1038/s42256-019-0019-2},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BelloDDBMHGWCRO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BelzenBHBAGKMPP19,
author = {Julius Upmeier zu Belzen and
Thore B{\"{u}}rgel and
Stefan Holderbach and
Felix Bubeck and
Luk{\'{a}}s Adam and
Catharina Gandor and
Marita Klein and
Jan Mathony and
Pauline Pfuderer and
Lukas Platz and
Moritz Przybilla and
Max Schwendemann and
Daniel Heid and
Mareike Daniela Hoffmann and
Michael Jendrusch and
Carolin Schmelas and
Max Waldhauer and
Irina Lehmann and
Dominik Niopek and
Roland Eils},
title = {Leveraging implicit knowledge in neural networks for functional dissection
and engineering of proteins},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {5},
pages = {225--235},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0049-9},
doi = {10.1038/s42256-019-0049-9},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BelzenBHBAGKMPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BelzenBHBAGKMPP19a,
author = {Julius Upmeier zu Belzen and
Thore B{\"{u}}rgel and
Stefan Holderbach and
Felix Bubeck and
Lukas Adam and
Catharina Gandor and
Marita Klein and
Jan Mathony and
Pauline Pfuderer and
Lukas Platz and
Moritz Przybilla and
Max Schwendemann and
Daniel Heid and
Mareike Daniela Hoffmann and
Michael Jendrusch and
Carolin Schmelas and
Max Waldhauer and
Irina Lehmann and
Dominik Niopek and
Roland Eils},
title = {Publisher Correction: Leveraging implicit knowledge in neural networks
for functional dissection and engineering of proteins},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {6},
pages = {290},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0063-y},
doi = {10.1038/s42256-019-0063-y},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BelzenBHBAGKMPP19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Ben-DavidHMSY19,
author = {Shai Ben{-}David and
Pavel Hrubes and
Shay Moran and
Amir Shpilka and
Amir Yehudayoff},
title = {Learnability can be undecidable},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {44--48},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0002-3},
doi = {10.1038/s42256-018-0002-3},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Ben-DavidHMSY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Ben-DavidHMSY19a,
author = {Shai Ben{-}David and
Pavel Hrubes and
Shay Moran and
Amir Shpilka and
Amir Yehudayoff},
title = {Author Correction: Learnability can be undecidable},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {2},
pages = {121},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0023-6},
doi = {10.1038/s42256-019-0023-6},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Ben-DavidHMSY19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BergomiFGQ19,
author = {Mattia G. Bergomi and
Patrizio Frosini and
Daniela Giorgi and
Nicola Quercioli},
title = {Towards a topological-geometrical theory of group equivariant non-expansive
operators for data analysis and machine learning},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {9},
pages = {423--433},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0087-3},
doi = {10.1038/s42256-019-0087-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BergomiFGQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BeridzeB19,
author = {Irakli Beridze and
James Butcher},
title = {When seeing is no longer believing},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {332--334},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0085-5},
doi = {10.1038/s42256-019-0085-5},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BeridzeB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Burr19,
author = {Geoffrey W. Burr},
title = {A role for analogue memory in {AI} hardware},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {10--11},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0007-y},
doi = {10.1038/s42256-018-0007-y},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Burr19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ButtonMHS19,
author = {Alexander Button and
Daniel Merk and
Jan A. Hiss and
Gisbert Schneider},
title = {Automated de novo molecular design by hybrid machine intelligence
and rule-driven chemical synthesis},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {7},
pages = {307--315},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0067-7},
doi = {10.1038/s42256-019-0067-7},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ButtonMHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BzdokNS19,
author = {Danilo Bzdok and
Thomas E. Nichols and
Stephen M. Smith},
title = {Towards algorithmic analytics for large-scale datasets},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {7},
pages = {296--306},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0069-5},
doi = {10.1038/s42256-019-0069-5},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BzdokNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CarrasquillaTMA19,
author = {Juan Carrasquilla and
Giacomo Torlai and
Roger G. Melko and
Leandro Aolita},
title = {Reconstructing quantum states with generative models},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {3},
pages = {155--161},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0028-1},
doi = {10.1038/s42256-019-0028-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/CarrasquillaTMA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CarrasquillaTMA19a,
author = {Juan Carrasquilla and
Giacomo Torlai and
Roger G. Melko and
Leandro Aolita},
title = {Author Correction: Reconstructing quantum states with generative models},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {4},
pages = {200},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0045-0},
doi = {10.1038/s42256-019-0045-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/CarrasquillaTMA19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CaveD19,
author = {Stephen Cave and
Kanta Dihal},
title = {Hopes and fears for intelligent machines in fiction and reality},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {2},
pages = {74--78},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0020-9},
doi = {10.1038/s42256-019-0020-9},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/CaveD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CaveO19,
author = {Stephen Cave and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh},
title = {Bridging near- and long-term concerns about {AI}},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {5--6},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0003-2},
doi = {10.1038/s42256-018-0003-2},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/CaveO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CichyRO19,
author = {Radoslaw Martin Cichy and
Gemma Roig and
Aude Oliva},
title = {The Algonauts Project},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {12},
pages = {613},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0127-z},
doi = {10.1038/s42256-019-0127-z},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/CichyRO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Costa-jussa19,
author = {Marta R. Costa{-}juss{\`{a}}},
title = {An analysis of gender bias studies in natural language processing},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {11},
pages = {495--496},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0105-5},
doi = {10.1038/s42256-019-0105-5},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Costa-jussa19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CrosbyBH19,
author = {Matthew Crosby and
Benjamin Beyret and
Marta Halina},
title = {The Animal-AI Olympics},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {5},
pages = {257},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0050-3},
doi = {10.1038/s42256-019-0050-3},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/CrosbyBH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Davies19,
author = {Mike Davies},
title = {Benchmarks for progress in neuromorphic computing},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {9},
pages = {386--388},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0097-1},
doi = {10.1038/s42256-019-0097-1},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Davies19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DavoudiDR19,
author = {Neda Davoudi and
Xos{\'{e}}{-}Lu{\'{\i}}s Dean{-}Ben and
Daniel Razansky},
title = {Deep learning optoacoustic tomography with sparse data},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {10},
pages = {453--460},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0095-3},
doi = {10.1038/s42256-019-0095-3},
timestamp = {Fri, 08 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/DavoudiDR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DrnachT19,
author = {Luke Drnach and
Lena H. Ting},
title = {Ask this robot for a helping hand},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {8--9},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0013-0},
doi = {10.1038/s42256-018-0013-0},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/DrnachT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FaustBOPQDD19,
author = {Kevin Faust and
Sudarshan Bala and
Randy van Ommeren and
Alessia Portante and
Raniah Al Qawahmed and
Ugljesa Djuric and
Phedias Diamandis},
title = {Intelligent feature engineering and ontological mapping of brain tumour
histomorphologies by deep learning},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {7},
pages = {316--321},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0068-6},
doi = {10.1038/s42256-019-0068-6},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/FaustBOPQDD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Felton19,
author = {Samuel M. Felton},
title = {Origami for the everyday},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {12},
pages = {555--556},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0129-x},
doi = {10.1038/s42256-019-0129-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Felton19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Floridi19,
author = {Luciano Floridi},
title = {Establishing the rules for building trustworthy {AI}},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {6},
pages = {261--262},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0055-y},
doi = {10.1038/s42256-019-0055-y},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Floridi19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Foster19,
author = {Mary Ellen Foster},
title = {From clockwork automata to robot newsreaders},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {4},
pages = {170--171},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0043-2},
doi = {10.1038/s42256-019-0043-2},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Foster19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FrankWCR19,
author = {Morgan R. Frank and
Dashun Wang and
Manuel Cebri{\'{a}}n and
Iyad Rahwan},
title = {The evolution of citation graphs in artificial intelligence research},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {2},
pages = {79--85},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0024-5},
doi = {10.1038/s42256-019-0024-5},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/FrankWCR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GerlachSA19,
author = {Martin Gerlach and
Hanyu Shi and
Lu{\'{\i}}s A. Nunes Amaral},
title = {A universal information theoretic approach to the identification of
stopwords},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {12},
pages = {606--612},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0112-6},
doi = {10.1038/s42256-019-0112-6},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/GerlachSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Goldberg19,
author = {Ken Goldberg},
title = {Robots and the return to collaborative intelligence},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {2--4},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0008-x},
doi = {10.1038/s42256-018-0008-x},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Goldberg19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Guan19,
author = {Yuanfang Guan},
title = {Waking up to data challenges},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {67},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0011-2},
doi = {10.1038/s42256-018-0011-2},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Guan19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GuptaZ19,
author = {Anvita Gupta and
James Zou},
title = {Feedback {GAN} for {DNA} optimizes protein functions},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {2},
pages = {105--111},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0017-4},
doi = {10.1038/s42256-019-0017-4},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/GuptaZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Hauser19,
author = {Helmut Hauser},
title = {Resilient machines through adaptive morphology},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {338--339},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0076-6},
doi = {10.1038/s42256-019-0076-6},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Hauser19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Hernandez-Orallo19,
author = {Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo},
title = {Gazing into Clever Hans machines},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {4},
pages = {172--173},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0032-5},
doi = {10.1038/s42256-019-0032-5},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Hernandez-Orallo19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HillPCCRCBO19,
author = {Matthew Q. Hill and
Connor J. Parde and
Carlos Domingo Castillo and
Y. Ivette Col{\'{o}}n and
Rajeev Ranjan and
Jun{-}Cheng Chen and
Volker Blanz and
Alice J. O'Toole},
title = {Deep convolutional neural networks in the face of caricature},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {11},
pages = {522--529},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0111-7},
doi = {10.1038/s42256-019-0111-7},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/HillPCCRCBO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HowardEKMVW19,
author = {David Howard and
{\'{A}}goston E. Eiben and
Danielle Frances Kennedy and
Jean{-}Baptiste Mouret and
Philip Valencia and
Dave Winkler},
title = {Evolving embodied intelligence from materials to machines},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {12--19},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0009-9},
doi = {10.1038/s42256-018-0009-9},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/HowardEKMVW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Hsu19,
author = {Jeremy Hsu},
title = {Machines on mission possible},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {3},
pages = {124--127},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0034-3},
doi = {10.1038/s42256-019-0034-3},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Hsu19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Huth19,
author = {Jacob Huth},
title = {Taking robots shopping},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {11},
pages = {545},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0118-0},
doi = {10.1038/s42256-019-0118-0},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Huth19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/IanevskiGGKSJWA19,
author = {Aleksandr Ianevski and
Anil K. Giri and
Prson Gautam and
Alexander Kononov and
Potdar Swapnil and
Saarela Jani and
Krister Wennerberg and
Tero Aittokallio},
title = {Prediction of drug combination effects with a minimal set of experiments},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {12},
pages = {568--577},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0122-4},
doi = {10.1038/s42256-019-0122-4},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/IanevskiGGKSJWA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/IhleRGHSBSPVF19,
author = {Stephan J. Ihle and
Andreas M. Reichmuth and
Sophie Girardin and
Hana Han and
Flurin Stauffer and
Anne Bonnin and
Marco Stampanoni and
Karthik Pattisapu and
J{\'{a}}nos V{\"{o}}r{\"{o}}s and
Csaba Forr{\'{o}}},
title = {Unsupervised data to content transformation with histogram-matching
cycle-consistent generative adversarial networks},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {10},
pages = {461--470},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0096-2},
doi = {10.1038/s42256-019-0096-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/IhleRGHSBSPVF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/IqbalKK19,
author = {Asim Iqbal and
Romesa Khan and
Theofanis Karayannis},
title = {Developing a brain atlas through deep learning},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {6},
pages = {277--287},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0058-8},
doi = {10.1038/s42256-019-0058-8},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/IqbalKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Ishowo-OlokoBSC19,
author = {Fatimah Ishowo{-}Oloko and
Jean{-}Fran{\c{c}}ois Bonnefon and
Zakariyah Shoroye and
Jacob W. Crandall and
Iyad Rahwan and
Talal Rahwan},
title = {Behavioural evidence for a transparency-efficiency tradeoff in human-machine
cooperation},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {11},
pages = {517--521},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0113-5},
doi = {10.1038/s42256-019-0113-5},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Ishowo-OlokoBSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Jerde19,
author = {Trenton A. Jerde},
title = {Talking artificial intelligence},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {6},
pages = {267--268},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0060-1},
doi = {10.1038/s42256-019-0060-1},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Jerde19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JobinIV19,
author = {Anna Jobin and
Marcello Ienca and
Effy Vayena},
title = {The global landscape of {AI} ethics guidelines},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {9},
pages = {389--399},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0088-2},
doi = {10.1038/s42256-019-0088-2},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/JobinIV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KawamotoA19,
author = {Tatsuro Kawamoto and
Takaaki Aoki},
title = {Democratic classification of free-format survey responses with a network-based
framework},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {7},
pages = {322--327},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0071-y},
doi = {10.1038/s42256-019-0071-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KawamotoA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KawamotoA19a,
author = {Tatsuro Kawamoto and
Takaaki Aoki},
title = {Author Correction: Democratic classification of free-format survey
responses with a network-based framework},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {382},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0079-3},
doi = {10.1038/s42256-019-0079-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KawamotoA19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KawamotoA19b,
author = {Tatsuro Kawamoto and
Takaaki Aoki},
title = {Publisher Correction: Democratic classification of free-format survey
responses with a network-based framework},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {383},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0090-8},
doi = {10.1038/s42256-019-0090-8},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KawamotoA19b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Kitching19,
author = {Thomas D. Kitching},
title = {A galaxy of data challenges},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {2},
pages = {120},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0016-x},
doi = {10.1038/s42256-018-0016-x},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Kitching19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Koohi-MoghadamW19,
author = {Mohamad Koohi{-}Moghadam and
Haibo Wang and
Yuchuan Wang and
Xinming Yang and
Hongyan Li and
Junwen Wang and
Hongzhe Sun},
title = {Predicting disease-associated mutation of metal-binding sites in proteins
using a deep learning approach},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {12},
pages = {561--567},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0119-z},
doi = {10.1038/s42256-019-0119-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Koohi-MoghadamW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KriegNM19,
author = {Michael Krieg and
Kevin Nelson and
Kamran Mohseni},
title = {Distributed sensing for fluid disturbance compensation and motion
control of intelligent robots},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {5},
pages = {216--224},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0044-1},
doi = {10.1038/s42256-019-0044-1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KriegNM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Kriegman19,
author = {Sam Kriegman},
title = {Why virtual creatures matter},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {10},
pages = {492},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0102-8},
doi = {10.1038/s42256-019-0102-8},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Kriegman19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Leitner19,
author = {J{\"{u}}rgen Leitner},
title = {Picking the right robotics challenge},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {3},
pages = {162},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0031-6},
doi = {10.1038/s42256-019-0031-6},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Leitner19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiCGCB19,
author = {Yanan Li and
Gerolamo Carboni and
Franck Gonzalez and
Domenico Campolo and
Etienne Burdet},
title = {Differential game theory for versatile physical human-robot interaction},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {36--43},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0010-3},
doi = {10.1038/s42256-018-0010-3},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LiCGCB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiWRBSJYLLHGSBW19,
author = {Can Li and
Zhongrui Wang and
Mingyi Rao and
Daniel Belkin and
Wenhao Song and
Hao Jiang and
Peng Yan and
Yunning Li and
Peng Lin and
Miao Hu and
Ning Ge and
John Paul Strachan and
Mark Barnell and
Qing Wu and
R. Stanley Williams and
J. Joshua Yang and
Qiangfei Xia},
title = {Long short-term memory networks in memristor crossbar arrays},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {49--57},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0001-4},
doi = {10.1038/s42256-018-0001-4},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LiWRBSJYLLHGSBW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LippiCLMPST19,
author = {Marco Lippi and
Giuseppe Contissa and
Francesca Lagioia and
Hans{-}Wolfgang Micklitz and
Przemyslaw Palka and
Giovanni Sartor and
Paolo Torroni},
title = {Consumer protection requires artificial intelligence},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {4},
pages = {168--169},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0042-3},
doi = {10.1038/s42256-019-0042-3},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LippiCLMPST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiuW19,
author = {Yuan Liu and
Chu Wang},
title = {Predicting cracks in metalloproteins},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {12},
pages = {553--554},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0128-y},
doi = {10.1038/s42256-019-0128-y},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LiuW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Lu19,
author = {Yung{-}Hsiang Lu},
title = {Low-power image recognition},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {4},
pages = {199},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0041-4},
doi = {10.1038/s42256-019-0041-4},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Lu19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LudgeR19,
author = {Kathy L{\"{u}}dge and
Andr{\'{e}} R{\"{o}}hm},
title = {Computing with a camera},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {12},
pages = {551--552},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0124-2},
doi = {10.1038/s42256-019-0124-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LudgeR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Luengo-Oroz19,
author = {Miguel A. Luengo{-}Oroz},
title = {Solidarity should be a core ethical principle of {AI}},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {11},
pages = {494},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0115-3},
doi = {10.1038/s42256-019-0115-3},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Luengo-Oroz19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LutnickGGMLYJTJ19,
author = {Brendon Lutnick and
Brandon Ginley and
Darshana Govind and
Sean D. McGarry and
Peter S. LaViolette and
Rabi Yacoub and
Sanjay Jain and
John E. Tomaszewski and
Kuang{-}Yu Jen and
Pinaki Sarder},
title = {An integrated iterative annotation technique for easing neural network
training in medical image analysis},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {2},
pages = {112--119},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0018-3},
doi = {10.1038/s42256-019-0018-3},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LutnickGGMLYJTJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MahmoodMKLMHDAY19,
author = {Musa Mahmood and
Deogratias Mzurikwao and
Yun{-}Soung Kim and
Yongkuk Lee and
Saswat Mishra and
Robert Herbert and
Audrey Duarte and
Chee Siang Ang and
Woon{-}Hong Yeo},
title = {Fully portable and wireless universal brain-machine interfaces enabled
by flexible scalp electronics and deep learning algorithm},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {9},
pages = {412--422},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0091-7},
doi = {10.1038/s42256-019-0091-7},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MahmoodMKLMHDAY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MaierSSWHSFMKC19,
author = {Andreas K. Maier and
Christopher Syben and
Bernhard Stimpel and
Tobias W{\"{u}}rfl and
Mathis Hoffmann and
Frank Schebesch and
Weilin Fu and
Leonid Mill and
Lasse Kling and
Silke H. Christiansen},
title = {Learning with known operators reduces maximum error bounds},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {373--380},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0077-5},
doi = {10.1038/s42256-019-0077-5},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MaierSSWHSFMKC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MailoaKBSLVAMK19,
author = {Jonathan P. Mailoa and
Mordechai Kornbluth and
Simon L. Batzner and
Georgy Samsonidze and
Stephen T. Lam and
Jonathan Vandermause and
Chris Ablitt and
Nicola Molinari and
Boris Kozinsky},
title = {A fast neural network approach for direct covariant forces prediction
in complex multi-element extended systems},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {10},
pages = {471--479},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0098-0},
doi = {10.1038/s42256-019-0098-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MailoaKBSLVAMK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ManD19,
author = {Kingson Man and
Antonio Damasio},
title = {Homeostasis and soft robotics in the design of feeling machines},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {10},
pages = {446--452},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0103-7},
doi = {10.1038/s42256-019-0103-7},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ManD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ManicaMCM19,
author = {Matteo Manica and
Roland Mathis and
Joris Cadow and
Mar{\'{\i}}a Rodr{\'{\i}}guez Mart{\'{\i}}nez},
title = {Context-specific interaction networks from vector representation of
words},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {4},
pages = {181--190},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0036-1},
doi = {10.1038/s42256-019-0036-1},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ManicaMCM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MarjaninejadUCC19,
author = {Ali Marjaninejad and
Dar{\'{\i}}o Urbina{-}Mel{\'{e}}ndez and
Brian A. Cohn and
Francisco J. Valero Cuevas},
title = {Autonomous functional movements in a tendon-driven limb via limited
experience},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {3},
pages = {144--154},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0029-0},
doi = {10.1038/s42256-019-0029-0},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MarjaninejadUCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MatekSSM19,
author = {Christian Matek and
Simone Schwarz and
Karsten Spiekermann and
Carsten Marr},
title = {Human-level recognition of blast cells in acute myeloid leukaemia
with convolutional neural networks},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {11},
pages = {538--544},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0101-9},
doi = {10.1038/s42256-019-0101-9},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MatekSSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MintchevSCSP19,
author = {Stefano Mintchev and
Marco Salerno and
Alexandre Cherpillod and
Simone Scaduto and
Jamie Paik},
title = {A portable three-degrees-of-freedom force feedback origami robot for
human-robot interactions},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {12},
pages = {584--593},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0125-1},
doi = {10.1038/s42256-019-0125-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MintchevSCSP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Mittelstadt19,
author = {Brent D. Mittelstadt},
title = {Principles alone cannot guarantee ethical {AI}},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {11},
pages = {501--507},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0114-4},
doi = {10.1038/s42256-019-0114-4},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Mittelstadt19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NeftciA19,
author = {Emre O. Neftci and
Bruno B. Averbeck},
title = {Reinforcement learning in artificial and biological systems},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {3},
pages = {133--143},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0025-4},
doi = {10.1038/s42256-019-0025-4},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/NeftciA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NuovoM19,
author = {Alessandro G. Di Nuovo and
James L. McClelland},
title = {Developing the knowledge of number digits in a child-like robot},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {12},
pages = {594--605},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0123-3},
doi = {10.1038/s42256-019-0123-3},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/NuovoM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/OrtenziCCLBRC19,
author = {Valerio Ortenzi and
Marco Controzzi and
Francesca Cini and
J{\"{u}}rgen Leitner and
Matteo Bianchi and
M{\'{a}}ximo A. Roa and
Peter Corke},
title = {Robotic manipulation and the role of the task in the metric of success},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {340--346},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0078-4},
doi = {10.1038/s42256-019-0078-4},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/OrtenziCCLBRC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PereiraC19,
author = {Gean Trindade Pereira and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Bringing robustness against adversarial attacks},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {11},
pages = {499--500},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0116-2},
doi = {10.1038/s42256-019-0116-2},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/PereiraC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ProsperiB19,
author = {Mattia C. F. Prosperi and
Jiang Bian},
title = {Is it time to rethink institutional review boards for the era of big
data?},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {6},
pages = {260},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0059-7},
doi = {10.1038/s42256-019-0059-7},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ProsperiB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Redfield19,
author = {Signe A. Redfield},
title = {A definition for robotics as an academic discipline},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {6},
pages = {263--264},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0064-x},
doi = {10.1038/s42256-019-0064-x},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Redfield19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RenzGSZ19,
author = {Jochen Renz and
Xiaoyu Ge and
Matthew Stephenson and
Peng Zhang},
title = {{AI} meets Angry Birds},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {7},
pages = {328},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0072-x},
doi = {10.1038/s42256-019-0072-x},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/RenzGSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RichG19,
author = {Alexander S. Rich and
Todd M. Gureckis},
title = {Lessons for artificial intelligence from the study of natural stupidity},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {4},
pages = {174--180},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0038-z},
doi = {10.1038/s42256-019-0038-z},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/RichG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Richards19,
author = {Blake A. Richards},
title = {Moving beyond reward prediction errors},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {5},
pages = {204--205},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0053-0},
doi = {10.1038/s42256-019-0053-0},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Richards19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RobuFAM19,
author = {Valentin Robu and
David Flynn and
Merlinda Andoni and
Maizura Mokhtar},
title = {Consider ethical and social challenges in smart grid research},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {12},
pages = {548--550},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0120-6},
doi = {10.1038/s42256-019-0120-6},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/RobuFAM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Rousseau19,
author = {David Rousseau},
title = {Connecting the dots in high-energy physics},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {6},
pages = {288},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0061-0},
doi = {10.1038/s42256-019-0061-0},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Rousseau19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Rovatsos19,
author = {Michael Rovatsos},
title = {We may not cooperate with friendly machines},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {11},
pages = {497--498},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0117-1},
doi = {10.1038/s42256-019-0117-1},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Rovatsos19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Rudin19,
author = {Cynthia Rudin},
title = {Stop explaining black box machine learning models for high stakes
decisions and use interpretable models instead},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {5},
pages = {206--215},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0048-x},
doi = {10.1038/s42256-019-0048-x},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Rudin19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Schneider19,
author = {Gisbert Schneider},
title = {Mind and machine in drug design},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {3},
pages = {128--130},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0030-7},
doi = {10.1038/s42256-019-0030-7},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Schneider19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Seth19,
author = {Anil Seth},
title = {Too many ghosts in the machine},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {7},
pages = {294--295},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0065-9},
doi = {10.1038/s42256-019-0065-9},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Seth19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SeveraVDVA19,
author = {William Severa and
Craig M. Vineyard and
Ryan Dellana and
Stephen J. Verzi and
James B. Aimone},
title = {Training deep neural networks for binary communication with the Whetstone
method},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {2},
pages = {86--94},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0015-y},
doi = {10.1038/s42256-018-0015-y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SeveraVDVA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ShanPHKKNKW19,
author = {Hongming Shan and
Atul Padole and
Fatemeh Homayounieh and
Uwe Kruger and
Ruhani Doda Khera and
Chayanin Nitiwarangkul and
Mannudeep K. Kalra and
Ge Wang},
title = {Competitive performance of a modularized deep neural network compared
to commercial algorithms for low-dose {CT} image reconstruction},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {6},
pages = {269--276},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0057-9},
doi = {10.1038/s42256-019-0057-9},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ShanPHKKNKW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ShevlinH19,
author = {Henry Shevlin and
Marta Halina},
title = {Apply rich psychological terms in {AI} with care},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {4},
pages = {165--167},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0039-y},
doi = {10.1038/s42256-019-0039-y},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ShevlinH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SloaneM19,
author = {Mona Sloane and
Emanuel Moss},
title = {AI's social sciences deficit},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {330--331},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0084-6},
doi = {10.1038/s42256-019-0084-6},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SloaneM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/StanleyCLM19,
author = {Kenneth O. Stanley and
Jeff Clune and
Joel Lehman and
Risto Miikkulainen},
title = {Designing neural networks through neuroevolution},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {24--35},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0006-z},
doi = {10.1038/s42256-018-0006-z},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/StanleyCLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Stilgoe19,
author = {Jack Stilgoe},
title = {Self-driving cars will take a while to get right},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {5},
pages = {202--203},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0046-z},
doi = {10.1038/s42256-019-0046-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Stilgoe19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Stone19,
author = {James V. Stone},
title = {Climbing Mount {AI}},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {7},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0012-1},
doi = {10.1038/s42256-018-0012-1},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Stone19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SunderhaufDHSZC19,
author = {Niko S{\"{u}}nderhauf and
Feras Dayoub and
David Hall and
John Skinner and
Haoyang Zhang and
Gustavo Carneiro and
Peter Corke},
title = {A probabilistic challenge for object detection},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {9},
pages = {443},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0094-4},
doi = {10.1038/s42256-019-0094-4},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SunderhaufDHSZC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Sweeney19,
author = {Yann Sweeney},
title = {Descent into the unknown},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {3},
pages = {131--132},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0033-4},
doi = {10.1038/s42256-019-0033-4},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Sweeney19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SweeneyH19,
author = {Yann Sweeney and
Jacob Huth},
title = {Rewiring art},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {7},
pages = {292--293},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0073-9},
doi = {10.1038/s42256-019-0073-9},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SweeneyH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TaddeoMF19,
author = {Mariarosaria Taddeo and
Tom McCutcheon and
Luciano Floridi},
title = {Trusting artificial intelligence in cybersecurity is a double-edged
sword},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {12},
pages = {557--560},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0109-1},
doi = {10.1038/s42256-019-0109-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/TaddeoMF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TangCLLYYYZXCLX19,
author = {Hao Tang and
Xuming Chen and
Yang Liu and
Zhipeng Lu and
Junhua You and
Mingzhou Yang and
Shengyu Yao and
Guoqi Zhao and
Yi Xu and
Tingfeng Chen and
Yong Liu and
Xiaohui Xie},
title = {Clinically applicable deep learning framework for organs at risk delineation
in {CT} images},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {10},
pages = {480--491},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0099-z},
doi = {10.1038/s42256-019-0099-z},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/TangCLLYYYZXCLX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TianWSW19,
author = {Tian Tian and
Ji Wan and
Qi Song and
Zhi Wei},
title = {Clustering single-cell RNA-seq data with a model-based deep learning
approach},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {4},
pages = {191--198},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0037-0},
doi = {10.1038/s42256-019-0037-0},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/TianWSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/VarmaLGDKRLBSFL19,
author = {Maya Varma and
Mandy Lu and
Rachel Gardner and
Jared Dunnmon and
Nishith Khandwala and
Pranav Rajpurkar and
Jin Long and
Christopher Beaulieu and
Katie S. Shpanskaya and
Li Fei{-}Fei and
Matthew P. Lungren and
Bhavik N. Patel},
title = {Automated abnormality detection in lower extremity radiographs using
deep learning},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {12},
pages = {578--583},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0126-0},
doi = {10.1038/s42256-019-0126-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/VarmaLGDKRLBSFL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Venema19,
author = {Liesbeth Venema},
title = {Code of conduct for using {AI} in healthcare},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {6},
pages = {265--266},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0056-x},
doi = {10.1038/s42256-019-0056-x},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Venema19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Venema19a,
author = {Liesbeth Venema},
title = {Robotics on a mission},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {381},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0081-9},
doi = {10.1038/s42256-019-0081-9},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Venema19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangLLRNSQLYSGM19,
author = {Zhongrui Wang and
Can Li and
Peng Lin and
Mingyi Rao and
Yongyang Nie and
Wenhao Song and
Qinru Qiu and
Yunning Li and
Peng Yan and
John Paul Strachan and
Ning Ge and
Nathan McDonald and
Qing Wu and
Miao Hu and
Huaqiang Wu and
R. Stanley Williams and
Qiangfei Xia and
J. Joshua Yang},
title = {In situ training of feed-forward and recurrent convolutional memristor
networks},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {9},
pages = {434--442},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0089-1},
doi = {10.1038/s42256-019-0089-1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WangLLRNSQLYSGM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangQDMZG19,
author = {Tong Wang and
Yanhua Qiao and
Wenze Ding and
Wenzhi Mao and
Yaoqi Zhou and
Haipeng Gong},
title = {Improved fragment sampling for ab initio protein structure prediction
using deep neural networks},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {347--355},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0075-7},
doi = {10.1038/s42256-019-0075-7},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/WangQDMZG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WearnFJ19,
author = {Oliver R. Wearn and
Robin Freeman and
David M. P. Jacoby},
title = {Responsible {AI} for conservation},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {2},
pages = {72--73},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0022-7},
doi = {10.1038/s42256-019-0022-7},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WearnFJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Wei19,
author = {Guo{-}Wei Wei},
title = {Protein structure prediction beyond AlphaFold},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {336--337},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0086-4},
doi = {10.1038/s42256-019-0086-4},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Wei19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Wongvibulsin19,
author = {Shannon Wongvibulsin},
title = {Educational strategies to foster diversity and inclusion in machine
intelligence},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {2},
pages = {70--71},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0021-8},
doi = {10.1038/s42256-019-0021-8},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Wongvibulsin19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WoodsCT19,
author = {Walt Woods and
Jack Chen and
Christof Teuscher},
title = {Adversarial explanations for understanding image classification decisions
and improved neural network robustness},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {11},
pages = {508--516},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0104-6},
doi = {10.1038/s42256-019-0104-6},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WoodsCT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19,
title = {More than machines},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {1},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0014-z},
doi = {10.1038/s42256-018-0014-z},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19a,
title = {A web of tidings},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {2},
pages = {69},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0027-2},
doi = {10.1038/s42256-019-0027-2},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19b,
title = {Poised for action},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {3},
pages = {123},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0035-2},
doi = {10.1038/s42256-019-0035-2},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X19b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19c,
title = {Shared, but not up for grabs},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {4},
pages = {163},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0047-y},
doi = {10.1038/s42256-019-0047-y},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X19c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19d,
title = {A prize for discoveries past, present and future},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {5},
pages = {201},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0054-z},
doi = {10.1038/s42256-019-0054-z},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X19d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19e,
title = {Robotics and the art of science},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {6},
pages = {259},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0066-8},
doi = {10.1038/s42256-019-0066-8},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X19e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19f,
title = {Time to face decisions},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {7},
pages = {291},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0074-8},
doi = {10.1038/s42256-019-0074-8},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X19f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19g,
title = {Sharing high expectations},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {329},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0092-6},
doi = {10.1038/s42256-019-0092-6},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X19g.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19h,
title = {Return of cybernetics},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {9},
pages = {385},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0100-x},
doi = {10.1038/s42256-019-0100-x},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X19h.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19i,
title = {Of conferences and conversations in {AI}},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {10},
pages = {445},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0106-4},
doi = {10.1038/s42256-019-0106-4},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X19i.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19j,
title = {Deceiving possibilities},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {11},
pages = {493},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0121-5},
doi = {10.1038/s42256-019-0121-5},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X19j.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19k,
title = {A voice for tech workers},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {12},
pages = {547},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0131-3},
doi = {10.1038/s42256-019-0131-3},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/X19k.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZengCCY19,
author = {Guanxiong Zeng and
Yang Chen and
Bo Cui and
Shan Yu},
title = {Continual learning of context-dependent processing in neural networks},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {364--372},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0080-x},
doi = {10.1038/s42256-019-0080-x},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZengCCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZenilKZT19,
author = {Hector Zenil and
Narsis Aftab Kiani and
Allan A. Zea and
Jesper Tegn{\'{e}}r},
title = {Causal deconvolution by algorithmic generative models},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {58--66},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0005-0},
doi = {10.1038/s42256-018-0005-0},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZenilKZT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhangCMXWBXSCDA19,
author = {Zizhao Zhang and
Pingjun Chen and
Mason McGough and
Fuyong Xing and
Chunbao Wang and
Marilyn Bui and
Yuanpu Xie and
Manish Sapkota and
Lei Cui and
Jaspreet Singh Dhillon and
Nazeel Ahmad and
Farah K. Khalil and
Shohreh I. Dickinson and
Xiaoshuang Shi and
Fujun Liu and
Hai Su and
Jinzheng Cai and
Lin Yang},
title = {Pathologist-level interpretable whole-slide cancer diagnosis with
deep learning},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {5},
pages = {236--245},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0052-1},
doi = {10.1038/s42256-019-0052-1},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZhangCMXWBXSCDA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhangCMXWBXSCDA19a,
author = {Zizhao Zhang and
Pingjun Chen and
Mason McGough and
Fuyong Xing and
Chunbao Wang and
Marilyn Bui and
Yuanpu Xie and
Manish Sapkota and
Lei Cui and
Jasreman Dhillon and
Nazeel Ahmad and
Farah K. Khalil and
Shohreh I. Dickinson and
Xiaoshuang Shi and
Fujun Liu and
Hai Su and
Jinzheng Cai and
Lin Yang},
title = {Publisher Correction: Pathologist-level interpretable whole-slide
cancer diagnosis with deep learning},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {6},
pages = {289},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0062-z},
doi = {10.1038/s42256-019-0062-z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZhangCMXWBXSCDA19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhangCMXWBXSCDA19b,
author = {Zizhao Zhang and
Pingjun Chen and
Mason McGough and
Fuyong Xing and
Chunbao Wang and
Marilyn Bui and
Yuanpu Xie and
Manish Sapkota and
Lei Cui and
Jasreman Dhillon and
Nazeel Ahmad and
Farah K. Khalil and
Shohreh I. Dickinson and
Xiaoshuang Shi and
Fujun Liu and
Hai Su and
Jinzheng Cai and
Lin Yang},
title = {Publisher Correction: Pathologist-level interpretable whole-slide
cancer diagnosis with deep learning},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {384},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0082-8},
doi = {10.1038/s42256-019-0082-8},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZhangCMXWBXSCDA19b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhuangSMAFDAPGC19,
author = {Katie Z. Zhuang and
Nicolas Sommer and
Vincent Mendez and
Saurav Aryan and
Emanuele Formento and
Edoardo D'Anna and
Fiorenzo Artoni and
Francesco M. Petrini and
Giuseppe Granata and
Giovanni Cannaviello and
Wassim Raffoul and
Aude Billard and
Silvestro Micera},
title = {Shared human-robot proportional control of a dexterous myoelectric
prosthesis},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {9},
pages = {400--411},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0093-5},
doi = {10.1038/s42256-019-0093-5},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZhuangSMAFDAPGC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Zliobaite19,
author = {Indre Zliobaite},
title = {{AI} minds need to think about energy constraints},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {8},
pages = {335},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0083-7},
doi = {10.1038/s42256-019-0083-7},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Zliobaite19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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