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@article{DBLP:journals/fdata/AskKSKEL23,
author = {Torvald F. Ask and
Kaur Kullman and
Stefan S{\"{u}}tterlin and
Benjamin J. Knox and
Don Engel and
Ricardo Gregorio Lugo},
title = {A 3D mixed reality visualization of network topology and activity
results in better dyadic cyber team communication and cyber situational
awareness},
journal = {Frontiers Big Data},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/fdata.2023.1042783},
doi = {10.3389/FDATA.2023.1042783},
timestamp = {Wed, 12 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/AskKSKEL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/FanDHLL23,
author = {Kai Fan and
Ranil Dhammapala and
Kyle Ira Harrington and
Brian Lamb and
Yunha Lee},
title = {Machine learning-based ozone and {PM2.5} forecasting: Application
to multiple {AQS} sites in the Pacific Northwest},
journal = {Frontiers Big Data},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/fdata.2023.1124148},
doi = {10.3389/FDATA.2023.1124148},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/FanDHLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/FiandrinoCPS23,
author = {Stefania Fiandrino and
Ciro Cattuto and
Daniela Paolotti and
Rossano Schifanella},
title = {Combining environmental and socioeconomic data to understand determinants
of conflicts in Colombia},
journal = {Frontiers Big Data},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/fdata.2023.1107785},
doi = {10.3389/FDATA.2023.1107785},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/FiandrinoCPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GuerriniMRCBBGGSM23,
author = {Christi J. Guerrini and
Mary A. Majumder and
Jill O. Robinson and
Robert Cook{-}Deegan and
Matthew Blank and
Juli Bollinger and
Janis Geary and
Amanda M. Gutierrez and
Maya Shrikant and
Amy L. McGuire},
title = {Fresh takes on five health data sharing domains: Quality, privacy,
equity, incentives, and sustainability},
journal = {Frontiers Big Data},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/fdata.2023.1095119},
doi = {10.3389/FDATA.2023.1095119},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/GuerriniMRCBBGGSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HaqMH23,
author = {Mohammad MinHazul Haq and
Hehuan Ma and
Junzhou Huang},
title = {NuSegDA: Domain adaptation for nuclei segmentation},
journal = {Frontiers Big Data},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/fdata.2023.1108659},
doi = {10.3389/FDATA.2023.1108659},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/HaqMH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HomayouniMTQ23,
author = {Ramin Homayouni and
Prashanti Manda and
Aik Choon Tan and
Zhaohui S. Qin},
title = {Editorial: {AI} and data science in drug development and public health:
Highlights from the {MCBIOS} 2022 conference},
journal = {Frontiers Big Data},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/fdata.2023.1156811},
doi = {10.3389/FDATA.2023.1156811},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/HomayouniMTQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SartiranoKCDGMPS23,
author = {Daniele Sartirano and
Kyriaki Kalimeri and
Ciro Cattuto and
Enrique Delam{\'{o}}nica and
Manuel Garc{\'{\i}}a{-}Herranz and
Anthony Mockler and
Daniela Paolotti and
Rossano Schifanella},
title = {Strengths and limitations of relative wealth indices derived from
big data in Indonesia},
journal = {Frontiers Big Data},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/fdata.2023.1054156},
doi = {10.3389/FDATA.2023.1054156},
timestamp = {Sat, 10 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SartiranoKCDGMPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SharmaSBG23,
author = {Ayushi Sharma and
Pratham Sharma and
Harsh Bamotra and
Vibha Gaur},
title = {An extended approach to appraise electricity distribution and carbon
footprint of bitcoin in a smart city},
journal = {Frontiers Big Data},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/fdata.2023.1082113},
doi = {10.3389/FDATA.2023.1082113},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/SharmaSBG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SinghU23,
author = {Richa Singh and
R. L. Ujjwal},
title = {Hybridized bio-inspired intrusion detection system for Internet of
Things},
journal = {Frontiers Big Data},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/fdata.2023.1081466},
doi = {10.3389/FDATA.2023.1081466},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/SinghU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TingDTA23,
author = {Darren S. J. Ting and
Rashmi Deshmukh and
Daniel S. W. Ting and
Marcus Ang},
title = {Big data in corneal diseases and cataract: Current applications and
future directions},
journal = {Frontiers Big Data},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/fdata.2023.1017420},
doi = {10.3389/FDATA.2023.1017420},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/TingDTA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TranHB23,
author = {Nhu{-}Y Tran and
Hieu Trung Huynh and
Pham The Bao},
title = {A proposed scenario to improve the Ncut algorithm in segmentation},
journal = {Frontiers Big Data},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/fdata.2023.1134946},
doi = {10.3389/FDATA.2023.1134946},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/TranHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZhengCJSZ23,
author = {Liang Zheng and
Yile Chen and
Shan Jiang and
Junxin Song and
Jianyi Zheng},
title = {Predicting the distribution of {COVID-19} through {CGAN} - Taking
Macau as an example},
journal = {Frontiers Big Data},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/fdata.2023.1008292},
doi = {10.3389/FDATA.2023.1008292},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ZhengCJSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZhuS23,
author = {Yu Zhu and
Santiago Segarra},
title = {Hypergraphs with edge-dependent vertex weights: p-Laplacians and spectral
clustering},
journal = {Frontiers Big Data},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/fdata.2023.1020173},
doi = {10.3389/FDATA.2023.1020173},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ZhuS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AbdelHafizNHPZLKBLK22,
author = {Mohamed Abdel{-}Hafiz and
Mesbah Najafi and
Shahab Helmi and
Katherine A. Pratte and
Yonghua Zhuang and
Weixuan Liu and
Katerina J. Kechris and
Russell Bowler and
Leslie Lange and
Farnoush Banaei Kashani},
title = {Significant Subgraph Detection in Multi-omics Networks for Disease
Pathway Identification},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.894632},
doi = {10.3389/FDATA.2022.894632},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/AbdelHafizNHPZLKBLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AbuHalimeh22,
author = {Ahmed AbuHalimeh},
title = {Improving Data Quality in Clinical Research Informatics Tools},
journal = {Frontiers Big Data},
volume = {5},
pages = {871897},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.871897},
doi = {10.3389/FDATA.2022.871897},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/AbuHalimeh22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AbuSalih22,
author = {Bilal Abu{-}Salih},
title = {MetaOntology: Toward developing an ontology for the metaverse},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.998648},
doi = {10.3389/FDATA.2022.998648},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/AbuSalih22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AdigaPBMR22,
author = {Abhijin Adiga and
Nicholas Palmer and
Young Yun Baek and
Henning S. Mortveit and
S. S. Ravi},
title = {Network Models and Simulation Analytics for Multi-scale Dynamics of
Biological Invasions},
journal = {Frontiers Big Data},
volume = {5},
pages = {796897},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.796897},
doi = {10.3389/FDATA.2022.796897},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/AdigaPBMR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AgarwalSVN22,
author = {Akshay Agarwal and
Richa Singh and
Mayank Vatsa and
Afzel Noore},
title = {Boosting Face Presentation Attack Detection in Multi-Spectral Videos
Through Score Fusion of Wavelet Partition Images},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.836749},
doi = {10.3389/FDATA.2022.836749},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/AgarwalSVN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AgboAjalaVOEH22,
author = {Olatunbosun Agbo{-}Ajala and
Serestina Viriri and
Mustapha Oloko{-}Oba and
Olufisayo Ekundayo and
Reolyn Heymann},
title = {Apparent age prediction from faces: {A} survey of modern approaches},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1025806},
doi = {10.3389/FDATA.2022.1025806},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/AgboAjalaVOEH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AkdenizBBV22,
author = {Esra Akdeniz and
Kerrin Emilia Borschewski and
Johannes Breuer and
Yevhen Voronin},
title = {Sharing social media data: The role of past experiences, attitudes,
norms, and perceived behavioral control},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.971974},
doi = {10.3389/FDATA.2022.971974},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/AkdenizBBV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AssiMFRR22,
author = {Ayat Al Assi and
Rubayet Bin Mostafiz and
Carol J. Friedland and
Md Adilur Rahim and
Robert V. Rohli},
title = {Flood risk assessment for residences at the neighborhood scale by
owner/occupant type and first-floor height},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.997447},
doi = {10.3389/FDATA.2022.997447},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/AssiMFRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BellantuonoMALPTB22,
author = {Loredana Bellantuono and
Alfonso Monaco and
Nicola Amoroso and
Antonio Lacalamita and
Ester Pantaleo and
Sabina Tangaro and
Roberto Bellotti},
title = {Worldwide impact of lifestyle predictors of dementia prevalence: An
eXplainable Artificial Intelligence analysis},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1027783},
doi = {10.3389/FDATA.2022.1027783},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BellantuonoMALPTB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BhattacharyyaSR22,
author = {Arinjita Bhattacharyya and
Anand Seth and
Shesh Rai},
title = {The effects of long COVID-19, its severity, and the need for immediate
attention: Analysis of clinical trials and Twitter data},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1051386},
doi = {10.3389/FDATA.2022.1051386},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/BhattacharyyaSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BushCK22,
author = {Keith A. Bush and
Maegan L. Calvert and
Clinton D. Kilts},
title = {Lessons learned: {A} neuroimaging research center's transition to
open and reproducible science},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.988084},
doi = {10.3389/FDATA.2022.988084},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BushCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BushraRLMM22,
author = {Nazla Bushra and
Robert V. Rohli and
Chunyan Li and
Paul W. Miller and
Rubayet Bin Mostafiz},
title = {Changing features of the Northern Hemisphere 500-hPa circumpolar vortex},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1009158},
doi = {10.3389/FDATA.2022.1009158},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/BushraRLMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/CaleficeHHJMCSSZ22,
author = {Lukas Calefice and
Arthur M. Hennequin and
Louis Henry and
Brij Kishor Jashal and
Diego Mendoza and
A. Oyanguren Campos and
Izaac Sanderswood and
Carlos V{\'{a}}zquez Sierra and
Jiahui Zhuo},
title = {Effect of the high-level trigger for detecting long-lived particles
at LHCb},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1008737},
doi = {10.3389/FDATA.2022.1008737},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/CaleficeHHJMCSSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/CareyW22,
author = {Alycia N. Carey and
Xintao Wu},
title = {The Causal Fairness Field Guide: Perspectives From Social and Formal
Sciences},
journal = {Frontiers Big Data},
volume = {5},
pages = {892837},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.892837},
doi = {10.3389/FDATA.2022.892837},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/CareyW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/CarneyLK22,
author = {Ffion Carney and
Alfie Long and
Jens Kandt},
title = {Accessibility and Essential Travel: Public Transport Reliance Among
Senior Citizens During the {COVID-19} Pandemic},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.867085},
doi = {10.3389/FDATA.2022.867085},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/CarneyLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ChauZTR22,
author = {Phuong N. Chau and
Rasa Zalakeviciute and
Ilias Thomas and
Yves Rybarczyk},
title = {Deep Learning Approach for Assessing Air Quality During {COVID-19}
Lockdown in Quito},
journal = {Frontiers Big Data},
volume = {5},
pages = {842455},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.842455},
doi = {10.3389/FDATA.2022.842455},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ChauZTR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ChiccoJ22,
author = {Davide Chicco and
Giuseppe Jurman},
title = {The {ABC} recommendations for validation of supervised machine learning
results in biomedical sciences},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.979465},
doi = {10.3389/FDATA.2022.979465},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ChiccoJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/CogganAL22,
author = {Helena Coggan and
Helena Andr{\'{e}}s{-}Terr{\'{e}} and
Pietro Li{\`{o}}},
title = {A novel interpretable machine learning algorithm to identify optimal
parameter space for cancer growth},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.941451},
doi = {10.3389/FDATA.2022.941451},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/CogganAL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DacremaFC22,
author = {Maurizio Ferrari Dacrema and
Nicol{\`{o}} Felicioni and
Paolo Cremonesi},
title = {Offline Evaluation of Recommender Systems in a User Interface With
Multiple Carousels},
journal = {Frontiers Big Data},
volume = {5},
pages = {910030},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.910030},
doi = {10.3389/FDATA.2022.910030},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/DacremaFC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Davidovic22,
author = {Jovana Davidovic},
title = {On the purpose of meaningful human control of {AI}},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1017677},
doi = {10.3389/FDATA.2022.1017677},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Davidovic22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Dean22,
author = {Richard Dean},
title = {Lethal autonomous weapons systems, revulsion, and respect},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.991459},
doi = {10.3389/FDATA.2022.991459},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Dean22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DeianaTABGDHHLN22,
author = {Allison McCarn Deiana and
Nhan Tran and
Joshua Agar and
Michaela Blott and
Giuseppe Di Guglielmo and
Javier M. Duarte and
Philip C. Harris and
Scott Hauck and
Mia Liu and
Mark S. Neubauer and
Jennifer Ngadiuba and
Seda Ogrenci Memik and
Maurizio Pierini and
Thea Aarrestad and
Steffen B{\"{a}}hr and
J{\"{u}}rgen Becker and
Anne{-}Sophie Berthold and
Richard J. Bonventre and
Tom{\'{a}}s E. M{\"{u}}ller{-}Bravo and
Markus Diefenthaler and
Zhen Dong and
Nick Fritzsche and
Amir Gholami and
Ekaterina Govorkova and
Dongning Guo and
Kyle J. Hazelwood and
Christian Herwig and
Babar Khan and
Sehoon Kim and
Thomas Klijnsma and
Yaling Liu and
Kin Ho Lo and
Tri Nguyen and
Gianantonio Pezzullo and
Seyedramin Rasoulinezhad and
Ryan A. Rivera and
Kate Scholberg and
Justin Selig and
Sougata Sen and
Dmitri Strukov and
William Tang and
Savannah Thais and
Kai Lukas Unger and
Ricardo Vilalta and
Belinavon Krosigk and
Shen Wang and
Thomas K. Warburton},
title = {Applications and Techniques for Fast Machine Learning in Science},
journal = {Frontiers Big Data},
volume = {5},
pages = {787421},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.787421},
doi = {10.3389/FDATA.2022.787421},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/DeianaTABGDHHLN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DesaiTM22,
author = {Sharanya Arcot Desai and
Thomas Tcheng and
Martha Morrell},
title = {Non-linear Embedding Methods for Identifying Similar Brain Activity
in 1 Million iEEG Records Captured From 256 {RNS} System Patients},
journal = {Frontiers Big Data},
volume = {5},
pages = {840508},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.840508},
doi = {10.3389/FDATA.2022.840508},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/DesaiTM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DietzSMPNW22,
author = {Linus W. Dietz and
Mete Sertkan and
Saadi Myftija and
Sameera Thimbiri Palage and
Julia Neidhardt and
Wolfgang W{\"{o}}rndl},
title = {A Comparative Study of Data-Driven Models for Travel Destination Characterization},
journal = {Frontiers Big Data},
volume = {5},
pages = {829939},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.829939},
doi = {10.3389/FDATA.2022.829939},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/DietzSMPNW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Ding22,
author = {Yi Zhou Ding},
title = {Public Service and Public Happiness: Inferences From Big Weibo Datasets
for 31 Chinese Provincial Governments},
journal = {Frontiers Big Data},
volume = {5},
pages = {833703},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.833703},
doi = {10.3389/FDATA.2022.833703},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Ding22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DinnissenB22,
author = {Karlijn Dinnissen and
Christine Bauer},
title = {Fairness in Music Recommender Systems: {A} Stakeholder-Centered Mini
Review},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.913608},
doi = {10.3389/FDATA.2022.913608},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/DinnissenB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DuggalGS22,
author = {Gaurav Duggal and
Tejas Gaikwad and
Bhupendra Sinha},
title = {Dependable modulation classifier explainer with measurable explainability},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1081872},
doi = {10.3389/FDATA.2022.1081872},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/DuggalGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Ebeid22,
author = {Islam Akef Ebeid},
title = {MedGraph: {A} semantic biomedical information retrieval framework
using knowledge graph embedding for PubMed},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.965619},
doi = {10.3389/FDATA.2022.965619},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Ebeid22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/EhrlingerW22,
author = {Lisa Ehrlinger and
Wolfram W{\"{o}}{\ss}},
title = {A Survey of Data Quality Measurement and Monitoring Tools},
journal = {Frontiers Big Data},
volume = {5},
pages = {850611},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.850611},
doi = {10.3389/FDATA.2022.850611},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/EhrlingerW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/EirinakiVDJPT22,
author = {Magdalini Eirinaki and
Iraklis Varlamis and
Janhavi Dahihande and
Akshay Jaiswal and
Akshay Anil Pagar and
Ajinkya Thakare},
title = {Real-time recommendations for energy-efficient appliance usage in
households},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.972206},
doi = {10.3389/FDATA.2022.972206},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/EirinakiVDJPT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ElabdRHDADEHHHL22,
author = {Abdelrahman Elabd and
Vesal Razavimaleki and
Shi{-}Yu Huang and
Javier M. Duarte and
Markus Atkinson and
Gage DeZoort and
Peter Elmer and
Scott Hauck and
Jin{-}Xuan Hu and
Shih{-}Chieh Hsu and
Bo{-}Cheng Lai and
Mark S. Neubauer and
Isobel Ojalvo and
Savannah Thais and
Matthew Trahms},
title = {Graph Neural Networks for Charged Particle Tracking on FPGAs},
journal = {Frontiers Big Data},
volume = {5},
pages = {828666},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.828666},
doi = {10.3389/FDATA.2022.828666},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ElabdRHDADEHHHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/FanDHLLL22,
author = {Kai Fan and
Ranil Dhammapala and
Kyle Ira Harrington and
Ryan Lamastro and
Brian Lamb and
Yunha Lee},
title = {Development of a Machine Learning Approach for Local-Scale Ozone Forecasting:
Application to Kennewick, {WA}},
journal = {Frontiers Big Data},
volume = {5},
pages = {781309},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.781309},
doi = {10.3389/FDATA.2022.781309},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/FanDHLLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/FangZKYHAL22,
author = {Li Fang and
Xiwu Zhan and
Satya Kalluri and
Peng Yu and
Christopher Hain and
Martha C. Anderson and
Istvan Laszlo},
title = {Application of a Machine Learning Algorithm in Generating an Evapotranspiration
Data Product From Coupled Thermal Infrared and Microwave Satellite
Observations},
journal = {Frontiers Big Data},
volume = {5},
pages = {768676},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.768676},
doi = {10.3389/FDATA.2022.768676},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/FangZKYHAL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/FatehkiaVKLLFMW22,
author = {Masoomali Fatehkia and
Zinnya del Villar and
Till Koebe and
Emmanuel Letouz{\'{e}} and
Andres Lozano and
Roaa Al Feel and
Fouad Mrad and
Ingmar Weber},
title = {Using Facebook advertising data to describe the socio-economic situation
of Syrian refugees in Lebanon},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1033530},
doi = {10.3389/FDATA.2022.1033530},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/FatehkiaVKLLFMW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/FinneganPKWMEMSV22,
author = {Amy Finnegan and
David D. Potenziani and
Caroline Karutu and
Irene Wanyana and
Nicholas Matsiko and
Cyrus Elahi and
Nobert Mijumbi and
Richard Stanley and
Wayan Vota},
title = {Deploying machine learning with messy, real world data in low- and
middle-income countries: Developing a global health use case},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.553673},
doi = {10.3389/FDATA.2022.553673},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/FinneganPKWMEMSV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Fisher22,
author = {Kelly Fisher},
title = {The role of gender in providing expert advice on cyber conflict and
artificial intelligence for military personnel},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.992620},
doi = {10.3389/FDATA.2022.992620},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Fisher22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/FreundG22,
author = {Alexander J. Freund and
Philippe J. Giabbanelli},
title = {An Experimental Study on the Scalability of Recent Node Centrality
Metrics in Sparse Complex Networks},
journal = {Frontiers Big Data},
volume = {5},
pages = {797584},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.797584},
doi = {10.3389/FDATA.2022.797584},
timestamp = {Mon, 14 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/FreundG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/FuH22,
author = {Dongqi Fu and
Jingrui He},
title = {Natural and Artificial Dynamics in Graphs: Concept, Progress, and
Future},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1062637},
doi = {10.3389/FDATA.2022.1062637},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/FuH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/FuSTZHWZ22,
author = {Xiyao Fu and
Zhexian Sun and
Haoteng Tang and
Eric M. Zou and
Heng Huang and
Yong Wang and
Liang Zhan},
title = {3D bi-directional transformer U-Net for medical image segmentation},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1080715},
doi = {10.3389/FDATA.2022.1080715},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/FuSTZHWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GaoCZBSC22,
author = {Lu Gao and
Zijian Cheng and
Fudong Zhu and
Chunsheng Bi and
Qiongling Shi and
Xiaoyan Chen},
title = {The Oral Microbiome and Its Role in Systemic Autoimmune Diseases:
{A} Systematic Review of Big Data Analysis},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.927520},
doi = {10.3389/FDATA.2022.927520},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/GaoCZBSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GarettY22,
author = {Renee Garett and
Sean D. Young},
title = {Ethical Views on Sharing Digital Data for Public Health Surveillance:
Analysis of Survey Data Among Patients},
journal = {Frontiers Big Data},
volume = {5},
pages = {871236},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.871236},
doi = {10.3389/FDATA.2022.871236},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/GarettY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GeenenGBVJM22,
author = {Daniela van Geenen and
Jonathan Gray and
Liliana Bounegru and
Tommaso Venturini and
Mathieu Jacomy and
Axel Meunier},
title = {Staying with the trouble of networks},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.510310},
doi = {10.3389/FDATA.2022.510310},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/GeenenGBVJM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GiabbanelliSLM22,
author = {Philippe J. Giabbanelli and
Samarth Swarup and
Renaud Lambiotte and
Giuseppe Mangioni},
title = {Editorial: Scalable Network Generation {\&} Analysis},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.984256},
doi = {10.3389/FDATA.2022.984256},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/GiabbanelliSLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GoisaufA22,
author = {Melanie Goisauf and
M{\'{o}}nica Cano Abadia},
title = {Ethics of {AI} in Radiology: {A} Review of Ethical and Societal Implications},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.850383},
doi = {10.3389/FDATA.2022.850383},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/GoisaufA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GovindarajanVL22,
author = {Nithin Govindarajan and
Nico Vervliet and
Lieven De Lathauwer},
title = {Regression and Classification With Spline-Based Separable Expansions},
journal = {Frontiers Big Data},
volume = {5},
pages = {688496},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.688496},
doi = {10.3389/FDATA.2022.688496},
timestamp = {Mon, 14 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/GovindarajanVL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GreerZB22,
author = {Melody L. Greer and
Cilia E. Zayas and
Sudeepa Bhattacharyya},
title = {Repeatable enhancement of healthcare data with social determinants
of health},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.894598},
doi = {10.3389/FDATA.2022.894598},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/GreerZB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GuoNDJ22,
author = {Muzhe Guo and
Long Nguyen and
Hongfei Du and
Fang Jin},
title = {When Patients Recover From {COVID-19:} Data-Driven Insights From Wearable
Technologies},
journal = {Frontiers Big Data},
volume = {5},
pages = {801998},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.801998},
doi = {10.3389/FDATA.2022.801998},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/GuoNDJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HaenschWSCB22,
author = {Anna{-}Carolina Haensch and
Bernd Wei{\ss} and
Patricia Steins and
Priscilla Chyrva and
Katja Bitz},
title = {The semi-automatic classification of an open-ended question on panel
survey motivation and its application in attrition analysis},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.880554},
doi = {10.3389/FDATA.2022.880554},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/HaenschWSCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HaugerudSY22,
author = {H{\aa}rek Haugerud and
Mohamad Sobhie and
Anis Yazidi},
title = {Tuning of Elasticsearch Configuration: Parameter Optimization Through
Simultaneous Perturbation Stochastic Approximation},
journal = {Frontiers Big Data},
volume = {5},
pages = {686416},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.686416},
doi = {10.3389/FDATA.2022.686416},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/HaugerudSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HazellNO22,
author = {Peter Hazell and
Peter Novitzky and
Steven van den Oord},
title = {Socio-technical system analysis of responsible data sharing in water
systems as critical infrastructure},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1057155},
doi = {10.3389/FDATA.2022.1057155},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/HazellNO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HelicGT22,
author = {Denis Helic and
Ujwal Gadiraju and
Marko Tkalcic},
title = {Editorial: User Modeling and Recommendations},
journal = {Frontiers Big Data},
volume = {5},
pages = {923397},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.923397},
doi = {10.3389/FDATA.2022.923397},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/HelicGT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Hovd22,
author = {Sigurd N. Hovd},
title = {Tools of war and virtue-Institutional structures as a source of ethical
deskilling},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1019293},
doi = {10.3389/FDATA.2022.1019293},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Hovd22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HuAHDKDXHTJKD22,
author = {Shenggang Hu and
Jabir Alshehabi Al{-}Ani and
Karen D. Hughes and
Nicole Denier and
Alla Konnikov and
Lei Ding and
Jinhan Xie and
Yang Hu and
Monideepa Tarafdar and
Bei Jiang and
Linglong Kong and
Hongsheng Dai},
title = {Balancing Gender Bias in Job Advertisements With Text-Level Bias Mitigation},
journal = {Frontiers Big Data},
volume = {5},
pages = {805713},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.805713},
doi = {10.3389/FDATA.2022.805713},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/HuAHDKDXHTJKD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HuMXMGGAA22,
author = {Qian Hu and
Thahir Mohamed and
Wei Xiao and
Xiyao Ma and
Xibin Gao and
Zheng Gao and
Radhika Arava and
Mohamed Abdelhady},
title = {{FROST:} Fallback Voice Apps Recommendation for Unhandled Voice Commands
in Intelligent Personal Assistants},
journal = {Frontiers Big Data},
volume = {5},
pages = {867251},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.867251},
doi = {10.3389/FDATA.2022.867251},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/HuMXMGGAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HuangCXT22,
author = {Yangxin Huang and
Jiaqing Chen and
Lan Xu and
Nian{-}Sheng Tang},
title = {Bayesian Joint Modeling of Multivariate Longitudinal and Survival
Data With an Application to Diabetes Study},
journal = {Frontiers Big Data},
volume = {5},
pages = {812725},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.812725},
doi = {10.3389/FDATA.2022.812725},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/HuangCXT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/JamiesonSRWPAPF22,
author = {Blair Jamieson and
Matt Stubbs and
Sheela Ramanna and
John Walker and
Nick Prouse and
Ryosuke Akutsu and
Patrick de Perio and
Wojciech Fedorko},
title = {Using machine learning to improve neutron identification in water
Cherenkov detectors},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.978857},
doi = {10.3389/FDATA.2022.978857},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/JamiesonSRWPAPF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/JanaSMCCE22,
author = {Sayantee Jana and
Mitchell Sutton and
Tatyana Mollayeva and
Vincy Chan and
Angela Colantonio and
Michael David Escobar},
title = {Application of multiple testing procedures for identifying relevant
comorbidities, from a large set, in traumatic brain injury for research
applications utilizing big health-administrative data},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.793606},
doi = {10.3389/FDATA.2022.793606},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/JanaSMCCE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/JawaharACPWNDT22,
author = {Pratik Jawahar and
Thea Aarrestad and
Nadezda Chernyavskaya and
Maurizio Pierini and
Kinga Anna Wozniak and
Jennifer Ngadiuba and
Javier M. Duarte and
Steven Tsan},
title = {Improving Variational Autoencoders for New Physics Detection at the
{LHC} With Normalizing Flows},
journal = {Frontiers Big Data},
volume = {5},
pages = {803685},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.803685},
doi = {10.3389/FDATA.2022.803685},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/JawaharACPWNDT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/JiaKMPVWXYY22,
author = {Mo Jia and
Karan Kumar and
Liam S. Mackey and
Alexander Putra and
Cristovao Vilela and
Michael J. Wilking and
Junjie Xia and
Chiaki Yanagisawa and
Karan Yang},
title = {Maximum Likelihood Reconstruction of Water Cherenkov Events With Deep
Generative Neural Networks},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.868333},
doi = {10.3389/FDATA.2022.868333},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/JiaKMPVWXYY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/JiangZZS22,
author = {Meng Jiang and
Chuxu Zhang and
Xiangliang Zhang and
Neil Shah},
title = {Editorial: Computational Behavioral Modeling for Big User Data},
journal = {Frontiers Big Data},
volume = {5},
pages = {893216},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.893216},
doi = {10.3389/FDATA.2022.893216},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/JiangZZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/JieWXS22,
author = {Cheng Jie and
Zigeng Wang and
Da Xu and
Wei Shen},
title = {Multi-objective cluster based bidding algorithm for E-commerce search
engine marketing system},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.966982},
doi = {10.3389/FDATA.2022.966982},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/JieWXS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Kahn22,
author = {Leonard Kahn},
title = {Lethal autonomous weapon systems and respect for human dignity},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.999293},
doi = {10.3389/FDATA.2022.999293},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Kahn22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KhanjaniWJ22,
author = {Zahra Khanjani and
Gabrielle Watson and
Vandana P. Janeja},
title = {Audio deepfakes: {A} survey},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1001063},
doi = {10.3389/FDATA.2022.1001063},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/KhanjaniWJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KiashemshakiHS22,
author = {Maryam Kiashemshaki and
Zhiren Huang and
Jari Saram{\"{a}}ki},
title = {Mobility Signatures: {A} Tool for Characterizing Cities Using Intercity
Mobility Flows},
journal = {Frontiers Big Data},
volume = {5},
pages = {822889},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.822889},
doi = {10.3389/FDATA.2022.822889},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KiashemshakiHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KidwaiKhanRPABJ22,
author = {Farah Kidwai{-}Khan and
Christopher T. Rentsch and
Rebecca Pulk and
Charles Alcorn and
Cynthia A. Brandt and
Amy C. Justice},
title = {Pharmacogenomics driven decision support prototype with machine learning:
{A} framework for improving patient care},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1059088},
doi = {10.3389/FDATA.2022.1059088},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/KidwaiKhanRPABJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KleinPDHCAPHMS22,
author = {Amit Klein and
Karena Puldon and
Stephan Dilchert and
Wendy Hartogensis and
Anoushka Chowdhary and
Claudine Anglo and
Leena S. Pandya and
Frederick M. Hecht and
Ashley Mason and
Benjamin L. Smarr},
title = {Methods for detecting probable {COVID-19} cases from large-scale survey
data also reveal probable sex differences in symptom profiles},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1043704},
doi = {10.3389/FDATA.2022.1043704},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/KleinPDHCAPHMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Krishnan22,
author = {Anath Rau Krishnan},
title = {Past efforts in determining suitable normalization methods for multi-criteria
decision-making: {A} short survey},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.990699},
doi = {10.3389/FDATA.2022.990699},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Krishnan22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KucukKCMRJ22,
author = {{\c{C}}aglar K{\"{u}}{\c{c}}{\"{u}}k and
Sujan Koirala and
Nuno Carvalhais and
Diego G. Miralles and
Markus Reichstein and
Martin Jung},
title = {Observation-based assessment of secondary water effects on seasonal
vegetation decay across Africa},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.967477},
doi = {10.3389/FDATA.2022.967477},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KucukKCMRJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KumarV22,
author = {Ayushi Kumar and
Avimanyou Vatsa},
title = {Untangling Classification Methods for Melanoma Skin Cancer},
journal = {Frontiers Big Data},
volume = {5},
pages = {848614},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.848614},
doi = {10.3389/FDATA.2022.848614},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KumarV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/LiLCL22,
author = {Huan Li and
Tiantian Liu and
Harry Kai{-}Ho Chan and
Hua Lu},
title = {Spatial data analysis for intelligent buildings: Awareness of context
and data uncertainty},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1049198},
doi = {10.3389/FDATA.2022.1049198},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/LiLCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/LiTLCHHZ22,
author = {Xiaojin Li and
Shiqiang Tao and
Samden D. Lhatoo and
Licong Cui and
Yan Huang and
Johnson P. Hampson and
Guo{-}Qiang Zhang},
title = {A multimodal clinical data resource for personalized risk assessment
of sudden unexpected death in epilepsy},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.965715},
doi = {10.3389/FDATA.2022.965715},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/LiTLCHHZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/LiangCTS22,
author = {Yueqing Liang and
Canyu Chen and
Tian Tian and
Kai Shu},
title = {Fair classification via domain adaptation: {A} dual adversarial learning
approach},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1049565},
doi = {10.3389/FDATA.2022.1049565},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/LiangCTS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/LiangKZ22,
author = {Yuchen Liang and
Dmitry Krotov and
Mohammed J. Zaki},
title = {Modern Hopfield Networks for graph embedding},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1044709},
doi = {10.3389/FDATA.2022.1044709},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/LiangKZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/LiuSKJ22,
author = {Bing Liu and
Mengfan Shi and
Yi Kuang and
Xin Jiang},
title = {{TELS:} Evolution patterns of research keywords from the evidence
of {PNAS} Social Sciences topics},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1045513},
doi = {10.3389/FDATA.2022.1045513},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/LiuSKJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Lokanan22,
author = {Mark E. Lokanan},
title = {The determinants of investment fraud: {A} machine learning and artificial
intelligence approach},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.961039},
doi = {10.3389/FDATA.2022.961039},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Lokanan22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Mahler22,
author = {Barbara I. Mahler},
title = {Contagion Dynamics for Manifold Learning},
journal = {Frontiers Big Data},
volume = {5},
pages = {668356},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.668356},
doi = {10.3389/FDATA.2022.668356},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Mahler22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MandreoliFGMM22,
author = {Federica Mandreoli and
Davide Ferrari and
Veronica Guidetti and
Federico Motta and
Paolo Missier},
title = {Real-world data mining meets clinical practice: Research challenges
and perspective},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1021621},
doi = {10.3389/FDATA.2022.1021621},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/MandreoliFGMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MendesMF22,
author = {Lu{\'{\i}}s Mendes and
Joana Monjardino and
Francisco Ferreira},
title = {Air Quality Forecast by Statistical Methods: Application to Portugal
and Macao},
journal = {Frontiers Big Data},
volume = {5},
pages = {826517},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.826517},
doi = {10.3389/FDATA.2022.826517},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MendesMF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MerhbeneNPK22,
author = {Ghofrane Merhbene and
Sukanya Nath and
Alexandre R. Puttick and
Mascha Kurpicz{-}Briki},
title = {BurnoutEnsemble: Augmented Intelligence to Detect Indications for
Burnout in Clinical Psychology},
journal = {Frontiers Big Data},
volume = {5},
pages = {863100},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.863100},
doi = {10.3389/FDATA.2022.863100},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MerhbeneNPK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Metcalf22,
author = {Mark Metcalf},
title = {The {PRC} considers military {AI} ethics: Can autonomy be trusted?},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.991392},
doi = {10.3389/FDATA.2022.991392},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Metcalf22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MilneSBKLNSMH22,
author = {Richard Milne and
Mark Sheehan and
Brendan Barnes and
Janek Kapper and
Nathan Lea and
James N'Dow and
Gurparkash Singh and
Amelia Mart{\'{\i}}n{-}Uranga and
Nigel Hughes},
title = {A concentric circles view of health data relations facilitates understanding
of sociotechnical challenges for learning health systems and the role
of federated data networks},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.945739},
doi = {10.3389/FDATA.2022.945739},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MilneSBKLNSMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MorenoGBHSE22,
author = {Jonathan Moreno and
Michael L. Gross and
Jack Becker and
Blake Hereth and
Neil D. Shortland and
Nicholas G. Evans},
title = {The ethics of AI-assisted warfighter enhancement research and experimentation:
Historical perspectives and ethical challenges},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.978734},
doi = {10.3389/FDATA.2022.978734},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/MorenoGBHSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MostafizRFRBO22,
author = {Rubayet Bin Mostafiz and
Md Adilur Rahim and
Carol J. Friedland and
Robert V. Rohli and
Nazla Bushra and
Fatemeh Orooji},
title = {A data-driven spatial approach to characterize the flood hazard},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1022900},
doi = {10.3389/FDATA.2022.1022900},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/MostafizRFRBO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MunnesHKVHS22,
author = {Stefan Munnes and
Corinna Harsch and
Marcel Knobloch and
Johannes S. Vogel and
Lena Hipp and
Erik Schilling},
title = {Examining Sentiment in Complex Texts. {A} Comparison of Different
Computational Approaches},
journal = {Frontiers Big Data},
volume = {5},
pages = {886362},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.886362},
doi = {10.3389/FDATA.2022.886362},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MunnesHKVHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/NabiPCK22,
author = {Razieh Nabi and
Joel Pfeiffer and
Denis Charles and
Emre Kiciman},
title = {Causal Inference in the Presence of Interference in Sponsored Search
Advertising},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.888592},
doi = {10.3389/FDATA.2022.888592},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/NabiPCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/NepalKGC22,
author = {Surya Nepal and
Ryan K. L. Ko and
Marthie Grobler and
L. Jean Camp},
title = {Editorial: Human-Centric Security and Privacy},
journal = {Frontiers Big Data},
volume = {5},
pages = {848058},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.848058},
doi = {10.3389/FDATA.2022.848058},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/NepalKGC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/NguyenYSWZC22,
author = {Thanh Nguyen and
Zongliang Yue and
Radomir Slominski and
Robert Welner and
Jianyi Zhang and
Jake Y. Chen},
title = {{WINNER:} {A} network biology tool for biomolecular characterization
and prioritization},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1016606},
doi = {10.3389/FDATA.2022.1016606},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/NguyenYSWZC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/PasrichaGP22,
author = {Ravdeep S. Pasricha and
Ekta Gujral and
Evangelos E. Papalexakis},
title = {Adaptive granularity in tensors: {A} quest for interpretable structure},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.929511},
doi = {10.3389/FDATA.2022.929511},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/PasrichaGP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/PastorEscuredoGKIT22,
author = {David Pastor{-}Escuredo and
Andrea Gardeazabal and
Jawoo Koo and
Asuka Imai and
Philip C. Treleaven},
title = {Multi-scale governance and data for sustainable development},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1025256},
doi = {10.3389/FDATA.2022.1025256},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/PastorEscuredoGKIT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/PhamP22,
author = {Diem{-}Trang Pham and
Vinhthuy Phan},
title = {Representing bacteria with unique genomic signatures},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1018356},
doi = {10.3389/FDATA.2022.1018356},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/PhamP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/PiaggesiGKMPT22,
author = {Simone Piaggesi and
Serena Giurgola and
M{\'{a}}rton Karsai and
Yelena Mejova and
Andr{\'{e}} Panisson and
Michele Tizzoni},
title = {Mapping urban socioeconomic inequalities in developing countries through
Facebook advertising data},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1006352},
doi = {10.3389/FDATA.2022.1006352},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/PiaggesiGKMPT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Pierce22,
author = {Elizabeth Pierce},
title = {A Balanced Scorecard for Maximizing Data Performance},
journal = {Frontiers Big Data},
volume = {5},
pages = {821103},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.821103},
doi = {10.3389/FDATA.2022.821103},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Pierce22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Polonioli22,
author = {Andrea Polonioli},
title = {Zero party data between hype and hope},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.943372},
doi = {10.3389/FDATA.2022.943372},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Polonioli22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RathMP22,
author = {Adyasha Rath and
Debahuti Mishra and
Ganapati Panda},
title = {Imbalanced {ECG} signal-based heart disease classification using ensemble
machine learning technique},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1021518},
doi = {10.3389/FDATA.2022.1021518},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/RathMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RenWSKHC22,
author = {Yang Ren and
Dezhi Wu and
Avineet Kumar Singh and
Erin Kasson and
Ming Huang and
Patricia A. Cavazos{-}Rehg},
title = {Automated Detection of Vaping-Related Tweets on Twitter During the
2019 {EVALI} Outbreak Using Machine Learning Classification},
journal = {Frontiers Big Data},
volume = {5},
pages = {770585},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.770585},
doi = {10.3389/FDATA.2022.770585},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/RenWSKHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RijckenKSMZS22,
author = {Emil Rijcken and
Uzay Kaymak and
Floortje Scheepers and
Pablo Mosteiro and
Kalliopi Zervanou and
Marco Spruit},
title = {Topic Modeling for Interpretable Text Classification From EHRs},
journal = {Frontiers Big Data},
volume = {5},
pages = {846930},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.846930},
doi = {10.3389/FDATA.2022.846930},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/RijckenKSMZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RohalZRP22,
author = {Shubham Rohal and
Yue Zhang and
Carlos Ruiz and
Shijia Pan},
title = {AutoLoc: Autonomous Sensor Location Configuration via Cross Modal
Sensing},
journal = {Frontiers Big Data},
volume = {5},
pages = {835949},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.835949},
doi = {10.3389/FDATA.2022.835949},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/RohalZRP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Rowe22,
author = {Neil C. Rowe},
title = {The comparative ethics of artificial-intelligence methods for military
applications},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.991759},
doi = {10.3389/FDATA.2022.991759},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Rowe22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RoyGSRKS22,
author = {Kaushik Roy and
Manas Gaur and
Misagh Soltani and
Vipula Rawte and
Ashwin Kalyan and
Amit P. Sheth},
title = {ProKnow: Process knowledge for safety constrained and explainable
question generation for mental health diagnostic assistance},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1056728},
doi = {10.3389/FDATA.2022.1056728},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/RoyGSRKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RutjesWFI22,
author = {Heleen Rutjes and
Martijn C. Willemsen and
Milou Feijt and
Wijnand A. IJsselsteijn},
title = {The Influence of Personal Health Data on the Health Coaching Process},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.678061},
doi = {10.3389/FDATA.2022.678061},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/RutjesWFI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RybarczykZ22,
author = {Yves Rybarczyk and
Rasa Zalakeviciute},
title = {Editorial: Statistical Learning for Predicting Air Quality},
journal = {Frontiers Big Data},
volume = {5},
pages = {898643},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.898643},
doi = {10.3389/FDATA.2022.898643},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/RybarczykZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SaheerBOZ22,
author = {Lakshmi Babu Saheer and
Ajay Bhasy and
Mahdi Maktabdar Oghaz and
Javad Zarrin},
title = {Data-Driven Framework for Understanding and Predicting Air Quality
in Urban Areas},
journal = {Frontiers Big Data},
volume = {5},
pages = {822573},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.822573},
doi = {10.3389/FDATA.2022.822573},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SaheerBOZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SchultesRSGBHBM22,
author = {Erik Schultes and
Marco Roos and
Luiz Olavo Bonino da Silva Santos and
Giancarlo Guizzardi and
Jildau Bouwman and
Thomas Hankemeier and
Arie Baak and
Barend Mons},
title = {{FAIR} Digital Twins for Data-Intensive Research},
journal = {Frontiers Big Data},
volume = {5},
pages = {883341},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.883341},
doi = {10.3389/FDATA.2022.883341},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/SchultesRSGBHBM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SeewannVBF22,
author = {Lena Seewann and
Roland Verwiebe and
Claudia Buder and
Nina{-}Sophie Fritsch},
title = {"Broadcast your gender." {A} comparison of four text-based classification
methods of German YouTube channels},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.908636},
doi = {10.3389/FDATA.2022.908636},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/SeewannVBF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Sewell22,
author = {Daniel K. Sewell},
title = {Network-Informed Constrained Divisive Pooled Testing Assignments},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.893760},
doi = {10.3389/FDATA.2022.893760},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Sewell22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ShambharkarG22,
author = {Prashant Giridhar Shambharkar and
Ruchi Goel},
title = {From video summarization to real time video summarization in smart
cities and beyond: {A} survey},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1106776},
doi = {10.3389/FDATA.2022.1106776},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ShambharkarG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ShapiraMAGSS22,
author = {Gilad Shapira and
Mira Marcus{-}Kalish and
Oren Amsalem and
Werner Van Geit and
Idan Segev and
David M. Steinberg},
title = {Statistical Emulation of Neural Simulators: Application to Neocortical
{L2/3} Large Basket Cells},
journal = {Frontiers Big Data},
volume = {5},
pages = {789962},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.789962},
doi = {10.3389/FDATA.2022.789962},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ShapiraMAGSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SharafutdinovBFNSPMMBS22,
author = {Konstantin Sharafutdinov and
Jayesh Sudhir Bhat and
Sebastian Johannes Fritsch and
Kateryna Nikulina and
Moein E. Samadi and
Richard Polzin and
Hannah Mayer and
Gernot Marx and
Johannes Bickenbach and
Andreas Schuppert},
title = {Application of convex hull analysis for the evaluation of data heterogeneity
between patient populations of different origin and implications of
hospital bias in downstream machine-learning-based data processing:
{A} comparison of 4 critical-care patient datasets},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.603429},
doi = {10.3389/FDATA.2022.603429},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SharafutdinovBFNSPMMBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SilvaTNP22,
author = {Fabr{\'{\i}}cio Alves Barbosa da Silva and
Jack Adam Tuszynski and
Helder I. Nakaya and
Channing J. Paller},
title = {Editorial: Big Data and machine learning in cancer theranostics},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.972726},
doi = {10.3389/FDATA.2022.972726},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/SilvaTNP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SinghKS22,
author = {Rinki Singh and
Deepika Kukreja and
Deepak Kumar Sharma},
title = {Blockchain-enabled access control to prevent cyber attacks in IoT:
Systematic literature review},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1081770},
doi = {10.3389/FDATA.2022.1081770},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/SinghKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Smith22,
author = {Patrick Taylor Smith},
title = {Resolving responsibility gaps for lethal autonomous weapon systems},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1038507},
doi = {10.3389/FDATA.2022.1038507},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Smith22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SteinfeldtM22,
author = {Christian Steinfeldt and
Helena Mihaljevic},
title = {A machine learning approach to quantify gender bias in collaboration
practices of mathematicians},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.989469},
doi = {10.3389/FDATA.2022.989469},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SteinfeldtM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TaliaT0G22,
author = {Domenico Talia and
Paolo Trunfio and
Jes{\'{u}}s Carretero and
Javier Garc{\'{\i}}a{-}Blas},
title = {Editorial: Towards Exascale Solutions for Big Data Computing},
journal = {Frontiers Big Data},
volume = {5},
pages = {838097},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.838097},
doi = {10.3389/FDATA.2022.838097},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/TaliaT0G22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TangLSH22,
author = {Niansheng Tang and
Catherine Liu and
Jian Qing Shi and
Yangxin Huang},
title = {Editorial: Bayesian Inference and {AI}},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.934362},
doi = {10.3389/FDATA.2022.934362},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/TangLSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TangLYZH22,
author = {Ruixiang Tang and
Ninghao Liu and
Fan Yang and
Na Zou and
Xia Hu},
title = {Defense Against Explanation Manipulation},
journal = {Frontiers Big Data},
volume = {5},
pages = {704203},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.704203},
doi = {10.3389/FDATA.2022.704203},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/TangLYZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TolomeiPS22,
author = {Gabriele Tolomei and
Fabio Pinelli and
Fabrizio Silvestri},
title = {Editorial: Human-Interpretable Machine Learning},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.956625},
doi = {10.3389/FDATA.2022.956625},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/TolomeiPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TornbergOU22,
author = {Petter T{\"{o}}rnberg and
Eckehard Olbrich and
Justus Uitermark},
title = {Editorial: The Computational Analysis of Cultural Conflicts},
journal = {Frontiers Big Data},
volume = {5},
pages = {840584},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.840584},
doi = {10.3389/FDATA.2022.840584},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/TornbergOU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ToubianaMRLKR22,
author = {Rapha{\"{e}}lle Toubiana and
Millie Macdonald and
Sivananda Rajananda and
Tale Lokvenec and
Thomas C. Kingsley and
Santiago Romero{-}Brufau},
title = {Blockchain for Electronic Vaccine Certificates: More Cons Than Pros?},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.833196},
doi = {10.3389/FDATA.2022.833196},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ToubianaMRLKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Tudoreanu22,
author = {M. Eduard Tudoreanu},
title = {Exploring the use of topological data analysis to automatically detect
data quality faults},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.931398},
doi = {10.3389/FDATA.2022.931398},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Tudoreanu22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/VenkatachalamNZTMS22,
author = {Shanmuga Venkatachalam and
Harideep Nair and
Ming Zeng and
Cathy Tan and
Ole J. Mengshoel and
John Paul Shen},
title = {SemNet: Learning semantic attributes for human activity recognition
with deep belief networks},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.879389},
doi = {10.3389/FDATA.2022.879389},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/VenkatachalamNZTMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/VerhulstY22,
author = {Stefaan Verhulst and
Andrew Young},
title = {Identifying and addressing data asymmetries so as to enable (better)
science},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.888384},
doi = {10.3389/FDATA.2022.888384},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/VerhulstY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/VijayanCKPR22,
author = {Priyesh Vijayan and
Yash Chandak and
Mitesh M. Khapra and
Srinivasan Parthasarathy and
Balaraman Ravindran},
title = {Scaling Graph Propagation Kernels for Predictive Learning},
journal = {Frontiers Big Data},
volume = {5},
pages = {616617},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.616617},
doi = {10.3389/FDATA.2022.616617},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/VijayanCKPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WangCCYWS22,
author = {Siyu Wang and
Yuanjiang Cao and
Xiaocong Chen and
Lina Yao and
Xianzhi Wang and
Quan Z. Sheng},
title = {Adversarial Robustness of Deep Reinforcement Learning Based Dynamic
Recommender Systems},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.822783},
doi = {10.3389/FDATA.2022.822783},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/WangCCYWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WangZH22,
author = {Rui Wang and
Ruiyi Zhang and
Ricardo Henao},
title = {Wasserstein Uncertainty Estimation for Adversarial Domain Matching},
journal = {Frontiers Big Data},
volume = {5},
pages = {878716},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.878716},
doi = {10.3389/FDATA.2022.878716},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/WangZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WenskovitchJABCF22,
author = {John E. Wenskovitch and
Brett A. Jefferson and
Alexander A. Anderson and
Jessica Baweja and
Danielle Ciesielski and
Corey K. Fallon},
title = {A Methodology for Evaluating Operator Usage of Machine Learning Recommendations
for Power Grid Contingency Analysis},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.897295},
doi = {10.3389/FDATA.2022.897295},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/WenskovitchJABCF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WiederN22,
author = {Philipp Wieder and
Hendrik Nolte},
title = {Toward data lakes as central building blocks for data management and
analysis},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.945720},
doi = {10.3389/FDATA.2022.945720},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/WiederN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WuH22,
author = {Jun Wu and
Jingrui He},
title = {Dynamic transfer learning with progressive meta-task scheduler},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1052972},
doi = {10.3389/FDATA.2022.1052972},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/WuH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/XiaoHMGGAA22,
author = {Wei Xiao and
Qian Hu and
Thahir Mohamed and
Zheng Gao and
Xibin Gao and
Radhika Arava and
Mohamed Abdelhady},
title = {Two-Stage Voice Application Recommender System for Unhandled Utterances
in Intelligent Personal Assistant},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.898050},
doi = {10.3389/FDATA.2022.898050},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/XiaoHMGGAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/YangFNF22,
author = {Qi Yang and
Aleksandr Farseev and
Sergey I. Nikolenko and
Andrey Filchenkov},
title = {Do we behave differently on Twitter and Facebook: Multi-view social
network user personality profiling for content recommendation},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.931206},
doi = {10.3389/FDATA.2022.931206},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/YangFNF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZhangCJLL22,
author = {Zhirun Zhang and
Li Chen and
Tonglin Jiang and
Yutong Li and
Lei Li},
title = {Effects of Feature-Based Explanation and Its Output Modality on User
Satisfaction With Service Recommender Systems},
journal = {Frontiers Big Data},
volume = {5},
pages = {897381},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.897381},
doi = {10.3389/FDATA.2022.897381},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ZhangCJLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZhangLCW22,
author = {Yu{-}Dong Zhang and
Shuai Li and
Carlo Cattani and
Shui{-}Hua Wang},
title = {Editorial: Advanced Deep Learning Methods for Biomedical Information
Analysis {(ADLMBIA)}},
journal = {Frontiers Big Data},
volume = {5},
pages = {863060},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.863060},
doi = {10.3389/FDATA.2022.863060},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ZhangLCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZhangLS22,
author = {Yuqing Zhang and
Suzanne G. Leveille and
Ling Shi},
title = {Multiple Chronic Diseases Associated With Tooth Loss Among the {US}
Adult Population},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.932618},
doi = {10.3389/FDATA.2022.932618},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ZhangLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZhouHSCH22,
author = {Kaixiong Zhou and
Xiao Huang and
Qingquan Song and
Rui Chen and
Xia Hu},
title = {Auto-GNN: Neural architecture search of graph neural networks},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.1029307},
doi = {10.3389/FDATA.2022.1029307},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ZhouHSCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZuoDDZZLH22,
author = {Qi Zuo and
Jiaman Du and
Baofeng Di and
Junrong Zhou and
Lixia Zhang and
Hongxia Liu and
Xiaoyu Hou},
title = {Research on Spatial-temporal Spread and Risk Profile of the {COVID-19}
Epidemic Based on Mobile Phone Trajectory Data},
journal = {Frontiers Big Data},
volume = {5},
pages = {705698},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.705698},
doi = {10.3389/FDATA.2022.705698},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ZuoDDZZLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Abbasi-Asl021,
author = {Reza Abbasi{-}Asl and
Bin Yu},
title = {Structural Compression of Convolutional Neural Networks with Applications
in Interpretability},
journal = {Frontiers Big Data},
volume = {4},
pages = {704182},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.704182},
doi = {10.3389/FDATA.2021.704182},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Abbasi-Asl021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AbeykoonKWPUKLF21,
author = {Vibhatha Abeykoon and
Supun Kamburugamuve and
Chathura Widanage and
Niranda Perera and
Ahmet Uyar and
Thejaka Amila Kanewala and
Gregor von Laszewski and
Geoffrey C. Fox},
title = {{HPTMT} Parallel Operators for High Performance Data Science and Data
Engineering},
journal = {Frontiers Big Data},
volume = {4},
pages = {756041},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.756041},
doi = {10.3389/FDATA.2021.756041},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/AbeykoonKWPUKLF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AfoninC21,
author = {Andrei Afonin and
Michael Chertkov},
title = {Which Neural Network to Choose for Post-Fault Localization, Dynamic
State Estimation, and Optimal Measurement Placement in Power Systems?},
journal = {Frontiers Big Data},
volume = {4},
pages = {692493},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.692493},
doi = {10.3389/FDATA.2021.692493},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/AfoninC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Al-Haija21,
author = {Qasem Abu Al{-}Haija},
title = {Top-Down Machine Learning-Based Architecture for Cyberattacks Identification
and Classification in IoT Communication Networks},
journal = {Frontiers Big Data},
volume = {4},
pages = {782902},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.782902},
doi = {10.3389/FDATA.2021.782902},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Al-Haija21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AlamP21,
author = {Maksudul Alam and
Kalyan S. Perumalla},
title = {Fast GPU-Based Generation of Large Graph Networks From Degree Distributions},
journal = {Frontiers Big Data},
volume = {4},
pages = {737963},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.737963},
doi = {10.3389/FDATA.2021.737963},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/AlamP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AlbersLYL21,
author = {Toon Albers and
Elena Lazovik and
Mostafa Hadadian Nejad Yousefi and
Alexander Lazovik},
title = {Adaptive On-the-Fly Changes in Distributed Processing Pipelines},
journal = {Frontiers Big Data},
volume = {4},
pages = {666174},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.666174},
doi = {10.3389/FDATA.2021.666174},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/AlbersLYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AlthobaitiAFMAP21,
author = {Shahad Althobaiti and
Saud Alghumayjan and
Morgan R. Frank and
Esteban Moro and
Ahmad Alabdulkareem and
Alex Pentland},
title = {Housing Prices and the Skills Composition of Neighborhoods},
journal = {Frontiers Big Data},
volume = {4},
pages = {652153},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.652153},
doi = {10.3389/FDATA.2021.652153},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/AlthobaitiAFMAP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AnBSS21,
author = {Ulzee An and
Ankit Bhardwaj and
Khader Shameer and
Lakshminarayanan Subramanian},
title = {High Precision Mammography Lesion Identification From Imprecise Medical
Annotations},
journal = {Frontiers Big Data},
volume = {4},
pages = {742779},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.742779},
doi = {10.3389/FDATA.2021.742779},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/AnBSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AnderssonMS21,
author = {Jennifer R. Andersson and
Jose Alonso Moya and
Ulrich Schwickerath},
title = {Anomaly Detection for the Centralised Elasticsearch Service at {CERN}},
journal = {Frontiers Big Data},
volume = {4},
pages = {718879},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.718879},
doi = {10.3389/FDATA.2021.718879},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/AnderssonMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AnirudhTSB21,
author = {Rushil Anirudh and
Jayaraman J. Thiagarajan and
Rahul Sridhar and
Peer{-}Timo Bremer},
title = {{MARGIN:} Uncovering Deep Neural Networks Using Graph Signal Analysis},
journal = {Frontiers Big Data},
volume = {4},
pages = {589417},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.589417},
doi = {10.3389/FDATA.2021.589417},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/AnirudhTSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ArchettiYOFMWAF21,
author = {Damiano Archetti and
Alexandra L. Young and
Neil P. Oxtoby and
Daniel Ferreira and
Gustav M{\aa}rtensson and
Eric Westman and
Daniel C. Alexander and
Giovanni B. Frisoni and
Alberto Redolfi},
title = {Inter-Cohort Validation of SuStaIn Model for Alzheimer's Disease},
journal = {Frontiers Big Data},
volume = {4},
pages = {661110},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.661110},
doi = {10.3389/FDATA.2021.661110},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ArchettiYOFMWAF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BeiglouLTP21,
author = {Pouyan Hatami Bahman Beiglou and
Lifeng Luo and
Pang{-}Ning Tan and
Lisi Pei},
title = {Automated Analysis of the {US} Drought Monitor Maps With Machine Learning
and Multiple Drought Indicators},
journal = {Frontiers Big Data},
volume = {4},
pages = {750536},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.750536},
doi = {10.3389/FDATA.2021.750536},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BeiglouLTP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BelleP21,
author = {Vaishak Belle and
Ioannis Papantonis},
title = {Principles and Practice of Explainable Machine Learning},
journal = {Frontiers Big Data},
volume = {4},
pages = {688969},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.688969},
doi = {10.3389/FDATA.2021.688969},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BelleP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BenrimohIFAPRK21,
author = {David Benrimoh and
Sonia Israel and
Robert Fratila and
Caitrin Armstrong and
Kelly Perlman and
Ariel Rosenfeld and
Adam Kapelner},
title = {Editorial: {ML} and {AI} Safety, Effectiveness and Explainability
in Healthcare},
journal = {Frontiers Big Data},
volume = {4},
pages = {727856},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.727856},
doi = {10.3389/FDATA.2021.727856},
timestamp = {Wed, 04 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BenrimohIFAPRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BentotahewaHW21,
author = {Vibhushinie Bentotahewa and
Chaminda Hewage and
Jason Williams},
title = {Solutions to Big Data Privacy and Security Challenges Associated With
{COVID-19} Surveillance Systems},
journal = {Frontiers Big Data},
volume = {4},
pages = {645204},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.645204},
doi = {10.3389/FDATA.2021.645204},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/BentotahewaHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BertrandM21,
author = {Fr{\'{e}}d{\'{e}}ric Bertrand and
Myriam Maumy{-}Bertrand},
title = {Fitting and Cross-Validating Cox Models to Censored Big Data With
Missing Values Using Extensions of Partial Least Squares Regression
Models},
journal = {Frontiers Big Data},
volume = {4},
pages = {684794},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.684794},
doi = {10.3389/FDATA.2021.684794},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BertrandM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BodnarCL21,
author = {Cristian Bodnar and
Catalina Cangea and
Pietro Li{\`{o}}},
title = {Deep Graph Mapper: Seeing Graphs Through the Neural Lens},
journal = {Frontiers Big Data},
volume = {4},
pages = {680535},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.680535},
doi = {10.3389/FDATA.2021.680535},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/BodnarCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Boenisch21,
author = {Franziska Boenisch},
title = {A Systematic Review on Model Watermarking for Neural Networks},
journal = {Frontiers Big Data},
volume = {4},
pages = {729663},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.729663},
doi = {10.3389/FDATA.2021.729663},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Boenisch21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BousdekisM21,
author = {Alexandros Bousdekis and
Gregoris Mentzas},
title = {Enterprise Integration and Interoperability for Big Data-Driven Processes
in the Frame of Industry 4.0},
journal = {Frontiers Big Data},
volume = {4},
pages = {644651},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.644651},
doi = {10.3389/FDATA.2021.644651},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/BousdekisM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BraunPMME21,
author = {Reiner Braun and
Rushikesh Padsala and
Tahereh Malmir and
Soufia Mohammadi and
Ursula Eicker},
title = {Using 3D CityGML for the Modeling of the Food Waste and Wastewater
Generation - {A} Case Study for the City of Montr{\'{e}}al},
journal = {Frontiers Big Data},
volume = {4},
pages = {662011},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.662011},
doi = {10.3389/FDATA.2021.662011},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BraunPMME21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BrenasS21,
author = {Jon Ha{\"{e}}l Brenas and
Arash Shaban{-}Nejad},
title = {Proving the Correctness of Knowledge Graph Update: {A} Scenario From
Surveillance of Adverse Childhood Experiences},
journal = {Frontiers Big Data},
volume = {4},
pages = {660101},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.660101},
doi = {10.3389/FDATA.2021.660101},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BrenasS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BrustKMJR21,
author = {Colin Brust and
John S. Kimball and
Marco P. Maneta and
Kelsey Jencso and
Rolf Reichle},
title = {DroughtCast: {A} Machine Learning Forecast of the United States Drought
Monitor},
journal = {Frontiers Big Data},
volume = {4},
pages = {773478},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.773478},
doi = {10.3389/FDATA.2021.773478},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/BrustKMJR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/CamposSCCSGJKLD21,
author = {Maria Luiza Machado Campos and
Eug{\^{e}}nio Silva and
Renato Cerceau and
S{\'{e}}rgio Manuel Serra da Cruz and
Fabr{\'{\i}}cio Alves Barbosa da Silva and
F{\'{a}}bio Castro Gouveia and
Rodrigo Jardim and
Nelson Kotowski and
Giseli Rabello Lopes and
Alberto M. R. D{\'{a}}vila},
title = {Towards Machine-Readable (Meta) Data and the {FAIR} Value for Artificial
Intelligence Exploration of {COVID-19} and Cancer Research Data},
journal = {Frontiers Big Data},
volume = {4},
pages = {656553},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.656553},
doi = {10.3389/FDATA.2021.656553},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/CamposSCCSGJKLD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/CapobiancoD21,
author = {Enrico Capobianco and
Jun Deng},
title = {Editorial: Big Data Analytics for Precision Health and Prevention},
journal = {Frontiers Big Data},
volume = {4},
pages = {835353},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.835353},
doi = {10.3389/FDATA.2021.835353},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/CapobiancoD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/CarterRHMLK21,
author = {Sean C. Carter and
Charles B. van Rees and
Brian K. Hand and
Clint C. Muhlfeld and
Gordon Luikart and
John S. Kimball},
title = {Testing a Generalizable Machine Learning Workflow for Aquatic Invasive
Species on Rainbow Trout (Oncorhynchus mykiss) in Northwest Montana},
journal = {Frontiers Big Data},
volume = {4},
pages = {734990},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.734990},
doi = {10.3389/FDATA.2021.734990},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/CarterRHMLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ChenLWLMLRLLS21,
author = {Jinxiang Chen and
Fuyi Li and
Miao Wang and
Junlong Li and
Tatiana T. Marquez{-}Lago and
Andr{\'{e}} Leier and
Jerico Revote and
Shuqin Li and
Quanzhong Liu and
Jiangning Song},
title = {BigFiRSt: {A} Software Program Using Big Data Technique for Mining
Simple Sequence Repeats From Large-Scale Sequencing Data},
journal = {Frontiers Big Data},
volume = {4},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.727216},
doi = {10.3389/FDATA.2021.727216},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ChenLWLMLRLLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ChenZKKRDHLZ21,
author = {Zhiqian Chen and
Lei Zhang and
Gaurav Kolhe and
Hadi Mardani Kamali and
Setareh Rafatirad and
Sai Manoj Pudukotai Dinakarrao and
Houman Homayoun and
Chang{-}Tien Lu and
Liang Zhao},
title = {Deep Graph Learning for Circuit Deobfuscation},
journal = {Frontiers Big Data},
volume = {4},
pages = {608286},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.608286},
doi = {10.3389/FDATA.2021.608286},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ChenZKKRDHLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ChewG21,
author = {Alton M. K. Chew and
Dinesh Visva Gunasekeran},
title = {Social Media Big Data: The Good, The Bad, and the Ugly (Un)truths},
journal = {Frontiers Big Data},
volume = {4},
pages = {623794},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.623794},
doi = {10.3389/FDATA.2021.623794},
timestamp = {Mon, 07 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ChewG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Chicco21,
author = {Gianfranco Chicco},
title = {Data Consistency for Data-Driven Smart Energy Assessment},
journal = {Frontiers Big Data},
volume = {4},
pages = {683682},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.683682},
doi = {10.3389/FDATA.2021.683682},
timestamp = {Mon, 07 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Chicco21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DAgostinoC21,
author = {Daniele D'Agostino and
Daniele Cesini},
title = {Editorial: Heterogeneous Computing for {AI} and Big Data in High Energy
Physics},
journal = {Frontiers Big Data},
volume = {4},
pages = {652881},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.652881},
doi = {10.3389/FDATA.2021.652881},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/DAgostinoC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DamakNS21,
author = {Khalil Damak and
Olfa Nasraoui and
William Scott Sanders},
title = {Sequence-Based Explainable Hybrid Song Recommendation},
journal = {Frontiers Big Data},
volume = {4},
pages = {693494},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.693494},
doi = {10.3389/FDATA.2021.693494},
timestamp = {Wed, 04 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/DamakNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DansoZMR21,
author = {Samuel O. Danso and
Zhanhang Zeng and
Graciela Terrera Muniz and
Craig Ritchie},
title = {Developing an Explainable Machine Learning-Based Personalised Dementia
Risk Prediction Model: {A} Transfer Learning Approach With Ensemble
Learning Algorithms},
journal = {Frontiers Big Data},
volume = {4},
pages = {613047},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.613047},
doi = {10.3389/FDATA.2021.613047},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/DansoZMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DashtipourTAGZS21,
author = {Kia Dashtipour and
William Taylor and
Shuja Ansari and
Mandar Gogate and
Adnan Zahid and
Yusuf A. Sambo and
Amir Hussain and
Qammer H. Abbasi and
Muhammad Ali Imran},
title = {Public Perception of the Fifth Generation of Cellular Networks {(5G)}
on Social Media},
journal = {Frontiers Big Data},
volume = {4},
pages = {640868},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.640868},
doi = {10.3389/FDATA.2021.640868},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/DashtipourTAGZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DiblenHSCBA21,
author = {Faruk Diblen and
Luc Hendriks and
Bob Stienen and
Sascha Caron and
Rena Bakhshi and
Jisk Attema},
title = {Interactive Web-Based Visualization of Multidimensional Physical and
Astronomical Data},
journal = {Frontiers Big Data},
volume = {4},
pages = {626998},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.626998},
doi = {10.3389/FDATA.2021.626998},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/DiblenHSCBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DongGLLPY21,
author = {Zhihua Dong and
Heather M. Gray and
Charles Leggett and
Meifeng Lin and
Vincent R. Pascuzzi and
Kwangmin Yu},
title = {Porting {HEP} Parameterized Calorimeter Simulation Code to GPUs},
journal = {Frontiers Big Data},
volume = {4},
pages = {665783},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.665783},
doi = {10.3389/FDATA.2021.665783},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/DongGLLPY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DorokhovaBW21,
author = {Marina Dorokhova and
Christophe Ballif and
Nicolas Wyrsch},
title = {Routing of Electric Vehicles With Intermediary Charging Stations:
{A} Reinforcement Learning Approach},
journal = {Frontiers Big Data},
volume = {4},
pages = {586481},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.586481},
doi = {10.3389/FDATA.2021.586481},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/DorokhovaBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ElangovanKDMR21,
author = {Raghul Elangovan and
Ondrea Kanwhen and
Ziqian Dong and
Ahmed A. Mohamed and
Roberto Rojas{-}Cessa},
title = {Comparative Analysis of Energy Use and Greenhouse Gas Emission of
Diesel and Electric Trucks for Food Distribution in Gowanus District
of New York City},
journal = {Frontiers Big Data},
volume = {4},
pages = {693820},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.693820},
doi = {10.3389/FDATA.2021.693820},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ElangovanKDMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ElluriPKJJ21,
author = {Lavanya Elluri and
Aritran Piplai and
Anantaa Kotal and
Anupam Joshi and
Karuna Pande Joshi},
title = {A Policy-Driven Approach to Secure Extraction of {COVID-19} Data From
Research Papers},
journal = {Frontiers Big Data},
volume = {4},
pages = {701966},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.701966},
doi = {10.3389/FDATA.2021.701966},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ElluriPKJJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Emmert-StreibD21,
author = {Frank Emmert{-}Streib and
Matthias Dehmer},
title = {Data-Driven Computational Social Network Science: Predictive and Inferential
Models for Web-Enabled Scientific Discoveries},
journal = {Frontiers Big Data},
volume = {4},
pages = {591749},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.591749},
doi = {10.3389/FDATA.2021.591749},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Emmert-StreibD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/FirmaniLMM21,
author = {Donatella Firmani and
Francesco Leotta and
Federica Mandreoli and
Massimo Mecella},
title = {Editorial: Big Data Management in Industry 4.0},
journal = {Frontiers Big Data},
volume = {4},
pages = {788491},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.788491},
doi = {10.3389/FDATA.2021.788491},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/FirmaniLMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/FroeseDBGSUZ21,
author = {Logan Froese and
Joshua A. Dian and
Carleen Batson and
Alwyn Gomez and
Amanjyot Singh Sainbhi and
Bertram J. Unger and
Frederick A. Zeiler},
title = {Computer Vision for Continuous Bedside Pharmacological Data Extraction:
{A} Novel Application of Artificial Intelligence for Clinical Data
Recording and Biomedical Research},
journal = {Frontiers Big Data},
volume = {4},
pages = {689358},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.689358},
doi = {10.3389/FDATA.2021.689358},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/FroeseDBGSUZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GarganoZNAGCAAG21,
author = {Ludmila Peres Gargano and
Isabella de Figueiredo Zuppo and
Mariana Martins Gonzaga do Nascimento and
Val{\'{e}}ria Maria Augusto and
Brian Godman and
Juliana de Oliveira Costa and
Francisco Assis Ac{\'{u}}rcio and
Juliana {\'{A}}lvares{-}Teodoro and
Augusto Afonso Guerra},
title = {Survival Analysis of {COPD} Patients in a 13-Year Nationwide Cohort
Study of the Brazilian National Health System},
journal = {Frontiers Big Data},
volume = {4},
pages = {788268},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.788268},
doi = {10.3389/FDATA.2021.788268},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/GarganoZNAGCAAG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GirolamoLPSBBBC21,
author = {Alessandro Di Girolamo and
Federica Legger and
Panos Paparrigopoulos and
Jaroslava Schovancov{\'{a}} and
Thomas Beermann and
Michael Boehler and
Daniele Bonacorsi and
Luca Clissa and
Leticia Decker de Sousa and
Tommaso Diotalevi and
Luca Giommi and
Maria Grigorieva and
Domenico Giordano and
David Hohn and
Tomas Javurek and
Stephane Jezequel and
Valentin Kuznetsov and
Mario Lassnig and
Vasilis Mageirakos and
Micol Olocco and
Siarhei Padolski and
Matteo Paltenghi and
Lorenzo Rinaldi and
Mayank Sharma and
Simone Rossi Tisbeni and
Nikodemas Tuckus},
title = {Preparing Distributed Computing Operations for the {HL-LHC} Era With
Operational Intelligence},
journal = {Frontiers Big Data},
volume = {4},
pages = {753409},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.753409},
doi = {10.3389/FDATA.2021.753409},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/GirolamoLPSBBBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GordonPZZB21,
author = {David Gordon and
Panayiotis Petousis and
Henry W. Zheng and
Davina Zamanzadeh and
Alex A. T. Bui},
title = {{TSI-GNN:} Extending Graph Neural Networks to Handle Missing Data
in Temporal Settings},
journal = {Frontiers Big Data},
volume = {4},
pages = {693869},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.693869},
doi = {10.3389/FDATA.2021.693869},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/GordonPZZB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GraslandTLS21,
author = {Claude Grasland and
Etienne Toureille and
Romain Leconte and
Marta Severo},
title = {Mapping the International Geopolitical Agenda: Still National Conceptions
of the Emerging European Crisi},
journal = {Frontiers Big Data},
volume = {4},
pages = {718809},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.718809},
doi = {10.3389/FDATA.2021.718809},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/GraslandTLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GrassoMFP21,
author = {Roberto Grasso and
Giovanni Micale and
Alfredo Ferro and
Alfredo Pulvirenti},
title = {{MODIT:} MOtif DIscovery in Temporal Networks},
journal = {Frontiers Big Data},
volume = {4},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.806014},
doi = {10.3389/FDATA.2021.806014},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/GrassoMFP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GroblerGN21,
author = {Marthie Grobler and
Raj Gaire and
Surya Nepal},
title = {User, Usage and Usability: Redefining Human Centric Cyber Security},
journal = {Frontiers Big Data},
volume = {4},
pages = {583723},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.583723},
doi = {10.3389/FDATA.2021.583723},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/GroblerGN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GuoBTFX21,
author = {Teng Guo and
Xiaomei Bai and
Xue Tian and
Selena Firmin and
Feng Xia},
title = {Educational Anomaly Analytics: Features, Methods, and Challenges},
journal = {Frontiers Big Data},
volume = {4},
pages = {811840},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.811840},
doi = {10.3389/FDATA.2021.811840},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/GuoBTFX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HassanzadehW21,
author = {Hamid Reza Hassanzadeh and
May D. Wang},
title = {An Integrated Deep Network for Cancer Survival Prediction Using Omics
Data},
journal = {Frontiers Big Data},
volume = {4},
pages = {568352},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.568352},
doi = {10.3389/FDATA.2021.568352},
timestamp = {Wed, 04 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/HassanzadehW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HeC21,
author = {Jia He and
Maggie X. Cheng},
title = {Weighting Methods for Rare Event Identification From Imbalanced Datasets},
journal = {Frontiers Big Data},
volume = {4},
pages = {715320},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.715320},
doi = {10.3389/FDATA.2021.715320},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/HeC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HerbertMEMAB21,
author = {Cornelia Herbert and
Verena Marschin and
Benjamin Erb and
Dominik Mei{\ss}ner and
Maria Aufheimer and
Christoph B{\"{o}}sch},
title = {Are You Willing to Self-Disclose for Science? Effects of Privacy Awareness
and Trust in Privacy on Self-Disclosure of Personal and Health Data
in Online Scientific Studies - An Experimental Study},
journal = {Frontiers Big Data},
volume = {4},
pages = {763196},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.763196},
doi = {10.3389/FDATA.2021.763196},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/HerbertMEMAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HowlettHRT21,
author = {James Howlett and
Steven M. Hill and
Craig W. Ritchie and
Brian D. M. Tom},
title = {Disease Modelling of Cognitive Outcomes and Biomarkers in the European
Prevention of Alzheimer's Dementia Longitudinal Cohort},
journal = {Frontiers Big Data},
volume = {4},
pages = {676168},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.676168},
doi = {10.3389/FDATA.2021.676168},
timestamp = {Mon, 06 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/HowlettHRT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HuangKMVG021,
author = {Yiyi Huang and
Matth{\"{a}}us Kleindessner and
Alexey A. Munishkin and
Debvrat Varshney and
Pei Guo and
Jianwu Wang},
title = {Benchmarking of Data-Driven Causality Discovery Approaches in the
Interactions of Arctic Sea Ice and Atmosphere},
journal = {Frontiers Big Data},
volume = {4},
pages = {642182},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.642182},
doi = {10.3389/FDATA.2021.642182},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/HuangKMVG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HuizingaPVWBTLV21,
author = {Wyke Huizinga and
Dirk H. J. Poot and
Elisabeth J. Vinke and
F. Wenzel and
Esther Bron and
N. Toussaint and
Christian Ledig and
Henri A. Vrooman and
Mohammad Arfan Ikram and
Wiro J. Niessen and
Meike W. Vernooij and
Stefan Klein},
title = {Differences Between {MR} Brain Region Segmentation Methods: Impact
on Single-Subject Analysis},
journal = {Frontiers Big Data},
volume = {4},
pages = {577164},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.577164},
doi = {10.3389/FDATA.2021.577164},
timestamp = {Sat, 19 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/HuizingaPVWBTLV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/JagerAB21,
author = {Sebastian J{\"{a}}ger and
Arndt Allhorn and
Felix Bie{\ss}mann},
title = {A Benchmark for Data Imputation Methods},
journal = {Frontiers Big Data},
volume = {4},
pages = {693674},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.693674},
doi = {10.3389/FDATA.2021.693674},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/JagerAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KailkhuraCL021,
author = {Bhavya Kailkhura and
Pin{-}Yu Chen and
Xue Lin and
Bo Li},
title = {Editorial: Safe and Trustworthy Machine Learning},
journal = {Frontiers Big Data},
volume = {4},
pages = {731605},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.731605},
doi = {10.3389/FDATA.2021.731605},
timestamp = {Mon, 06 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KailkhuraCL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KapelnerBLCDB21,
author = {Adam Kapelner and
Justin Bleich and
Alina Levine and
Zachary D. Cohen and
Robert J. DeRubeis and
Richard Berk},
title = {Evaluating the Effectiveness of Personalized Medicine With Software},
journal = {Frontiers Big Data},
volume = {4},
pages = {572532},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.572532},
doi = {10.3389/FDATA.2021.572532},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KapelnerBLCDB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KaurKDKS21,
author = {Jasmine Kaur and
Jasleen Kaur and
Ajay Singh Dhama and
Vinit Kumar and
Harpreet Singh},
title = {Management of {COVID-19} Pandemic Data in India: Challenges Faced
and Lessons Learnt},
journal = {Frontiers Big Data},
volume = {4},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.790158},
doi = {10.3389/FDATA.2021.790158},
timestamp = {Wed, 12 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KaurKDKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Kejriwal21,
author = {Mayank Kejriwal},
title = {Link Prediction Between Structured Geopolitical Events: Models and
Experiments},
journal = {Frontiers Big Data},
volume = {4},
pages = {779792},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.779792},
doi = {10.3389/FDATA.2021.779792},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Kejriwal21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KimovskiMIMPP21,
author = {Dragi Kimovski and
Roland Math{\'{a}} and
Gabriel Iuhasz and
Fabrizio Marozzo and
Dana Petcu and
Radu Prodan},
title = {Autotuning of Exascale Applications With Anomalies Detection},
journal = {Frontiers Big Data},
volume = {4},
pages = {657218},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.657218},
doi = {10.3389/FDATA.2021.657218},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/KimovskiMIMPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KolyshkinaS21,
author = {Inna Kolyshkina and
Simeon Simoff},
title = {Interpretability of Machine Learning Solutions in Public Healthcare:
The {CRISP-ML} Approach},
journal = {Frontiers Big Data},
volume = {4},
pages = {660206},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.660206},
doi = {10.3389/FDATA.2021.660206},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KolyshkinaS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Kurpicz-BrikiL21,
author = {Mascha Kurpicz{-}Briki and
Tomaso Leoni},
title = {A World Full of Stereotypes? Further Investigation on Origin and Gender
Bias in Multi-Lingual Word Embeddings},
journal = {Frontiers Big Data},
volume = {4},
pages = {625290},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.625290},
doi = {10.3389/FDATA.2021.625290},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Kurpicz-BrikiL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/LeonardGB21,
author = {Fiona Leonard and
John Gilligan and
Michael J. Barrett},
title = {Predicting Admissions From a Paediatric Emergency Department - Protocol
for Developing and Validating a Low-Dimensional Machine Learning Prediction
Model},
journal = {Frontiers Big Data},
volume = {4},
pages = {643558},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.643558},
doi = {10.3389/FDATA.2021.643558},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/LeonardGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/LiuWL21,
author = {Meiqi Liu and
Moran Wang and
Sheng Li},
title = {Prognostic Factors of Survival in Pancreatic Cancer Metastasis to
Liver at Different Ages of Diagnosis: {A} {SEER} Population-Based
Cohort Study},
journal = {Frontiers Big Data},
volume = {4},
pages = {654972},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.654972},
doi = {10.3389/FDATA.2021.654972},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/LiuWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MaPSMMSJ21,
author = {Li Ma and
Erich A. Peterson and
Ik Jae Shin and
Jason Muesse and
Katy Marino and
Matthew A. Steliga and
Donald J. Johann},
title = {{NPARS} - {A} Novel Approach to Address Accuracy and Reproducibility
in Genomic Data Science},
journal = {Frontiers Big Data},
volume = {4},
pages = {725095},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.725095},
doi = {10.3389/FDATA.2021.725095},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MaPSMMSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MamidiTMW21,
author = {Tarun Karthik Kumar Mamidi and
Thi K. Tran{-}Nguyen and
Ryan L. Melvin and
Elizabeth A. Worthey},
title = {Development of An Individualized Risk Prediction Model for {COVID-19}
Using Electronic Health Record Data},
journal = {Frontiers Big Data},
volume = {4},
pages = {675882},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.675882},
doi = {10.3389/FDATA.2021.675882},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MamidiTMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Markidis21,
author = {Stefano Markidis},
title = {The Old and the New: Can Physics-Informed Deep-Learning Replace Traditional
Linear Solvers?},
journal = {Frontiers Big Data},
volume = {4},
pages = {669097},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.669097},
doi = {10.3389/FDATA.2021.669097},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Markidis21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MattssonTHDBFS21,
author = {Carolina E. S. Mattsson and
Frank W. Takes and
Eelke M. Heemskerk and
Cees Diks and
Gert Buiten and
Albert Faber and
Peter M. A. Sloot},
title = {Functional Structure in Production Networks},
journal = {Frontiers Big Data},
volume = {4},
pages = {666712},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.666712},
doi = {10.3389/FDATA.2021.666712},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/MattssonTHDBFS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/McDermottLSHFR21,
author = {Conor McDermott and
Maciej Lacki and
Ben Sainsbury and
Jessica Henry and
Mihail Filippov and
Carlos Rossa},
title = {Sonographic Diagnosis of {COVID-19:} {A} Review of Image Processing
for Lung Ultrasound},
journal = {Frontiers Big Data},
volume = {4},
pages = {612561},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.612561},
doi = {10.3389/FDATA.2021.612561},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/McDermottLSHFR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MilanoVM21,
author = {Federico Milano and
Alfredo Vaccaro and
Mario Manana},
title = {Editorial: Data-Driven Solutions for Smart Grids},
journal = {Frontiers Big Data},
volume = {4},
pages = {815686},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.815686},
doi = {10.3389/FDATA.2021.815686},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/MilanoVM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Mladin21,
author = {Mihai A. Mladin},
title = {Supporting Regulatory Measures in the Context of Big Data Applications
for Smart Grids},
journal = {Frontiers Big Data},
volume = {4},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.675461},
doi = {10.3389/FDATA.2021.675461},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Mladin21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MosciattiLB21,
author = {Simone Mosciatti and
Clemens Lange and
Jakob Blomer},
title = {Increasing the Execution Speed of Containerized Analysis Workflows
Using an Image Snapshotter in Combination With {CVMFS}},
journal = {Frontiers Big Data},
volume = {4},
pages = {673163},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.673163},
doi = {10.3389/FDATA.2021.673163},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MosciattiLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MuraseJTKK21,
author = {Yohsuke Murase and
Hang{-}Hyun Jo and
J{\'{a}}nos T{\"{o}}r{\"{o}}k and
J{\'{a}}nos Kert{\'{e}}sz and
Kimmo Kaski},
title = {Deep Learning Exploration of Agent-Based Social Network Model Parameters},
journal = {Frontiers Big Data},
volume = {4},
pages = {739081},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.739081},
doi = {10.3389/FDATA.2021.739081},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MuraseJTKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Murimi21,
author = {Renita Margaret Murimi},
title = {A Framework for Contractual Graphs},
journal = {Frontiers Big Data},
volume = {4},
pages = {603282},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.603282},
doi = {10.3389/FDATA.2021.603282},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Murimi21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/NguyenBYWC21,
author = {Thanh Nguyen and
Samuel Bharti and
Zongliang Yue and
Christopher D. Willey and
Jake Y. Chen},
title = {Statistical Enrichment Analysis of Samples: {A} General-Purpose Tool
to Annotate Metadata Neighborhoods of Biological Samples},
journal = {Frontiers Big Data},
volume = {4},
pages = {725276},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.725276},
doi = {10.3389/FDATA.2021.725276},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/NguyenBYWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/NguyenBYWC21a,
author = {Thanh Nguyen and
Samuel Bharti and
Zongliang Yue and
Christopher D. Willey and
Jake Y. Chen},
title = {Corrigendum: Statistical Enrichment Analysis of Samples: {A} General-Purpose
Tool to Annotate Metadata Neighborhoods of Biological Samples},
journal = {Frontiers Big Data},
volume = {4},
pages = {804141},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.804141},
doi = {10.3389/FDATA.2021.804141},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/NguyenBYWC21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ONealeHF21,
author = {Dion R. J. O'Neale and
Shaun C. Hendy and
Demival Vasques Filho},
title = {Structure of the Region-Technology Network as a Driver for Technological
Innovation},
journal = {Frontiers Big Data},
volume = {4},
pages = {689310},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.689310},
doi = {10.3389/FDATA.2021.689310},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ONealeHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Ogihara21,
author = {Yuji Ogihara},
title = {Social Security Number Holders in the United States, 1909-2019},
journal = {Frontiers Big Data},
volume = {4},
pages = {802256},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.802256},
doi = {10.3389/FDATA.2021.802256},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Ogihara21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/OgleRMBPFFS21,
author = {Cameron Ogle and
David Reddick and
Coleman McKnight and
Tyler Biggs and
Rini Pauly and
Stephen P. Ficklin and
F. Alex Feltus and
Susmit Shannigrahi},
title = {Named Data Networking for Genomics Data Management and Integrated
Workflows},
journal = {Frontiers Big Data},
volume = {4},
pages = {582468},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.582468},
doi = {10.3389/FDATA.2021.582468},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/OgleRMBPFFS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/OhniwaKFO21,
author = {Ryosuke L. Ohniwa and
Joji Kijima and
Mizuho Fukushige and
Osamu Ohneda},
title = {{COVID-19} as a Research Dynamic Transformer: Emerging Cross-Disciplinary
and National Characteristics},
journal = {Frontiers Big Data},
volume = {4},
pages = {631073},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.631073},
doi = {10.3389/FDATA.2021.631073},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/OhniwaKFO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/OlbrichB21,
author = {Eckehard Olbrich and
Sven Banisch},
title = {The Rise of Populism and the Reconfiguration of the German Political
Space},
journal = {Frontiers Big Data},
volume = {4},
pages = {731349},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.731349},
doi = {10.3389/FDATA.2021.731349},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/OlbrichB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/OlbrichB21a,
author = {Eckehard Olbrich and
Sven Banisch},
title = {Corrigendum: The Rise of Populism and the Reconfiguration of the German
Political Space},
journal = {Frontiers Big Data},
volume = {4},
pages = {833037},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.833037},
doi = {10.3389/FDATA.2021.833037},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/OlbrichB21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/OpieBWSVWB21,
author = {Jeremy Opie and
Maura Bellio and
Rachel Williams and
Maya Sussman and
Petra Voegele and
John Welch and
Ann Blandford},
title = {Requirements for a Dashboard to Support Quality Improvement Teams
in Pain Management},
journal = {Frontiers Big Data},
volume = {4},
pages = {654914},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.654914},
doi = {10.3389/FDATA.2021.654914},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/OpieBWSVWB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/PeetersTWZ21,
author = {Stijn Peeters and
Marc Tuters and
Tom Willaert and
Dani{\"{e}}l de Zeeuw},
title = {On the Vernacular Language Games of an Antagonistic Online Subculture},
journal = {Frontiers Big Data},
volume = {4},
pages = {718368},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.718368},
doi = {10.3389/FDATA.2021.718368},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/PeetersTWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/PlatzerR21,
author = {Michael Platzer and
Thomas Reutterer},
title = {Holdout-Based Empirical Assessment of Mixed-Type Synthetic Data},
journal = {Frontiers Big Data},
volume = {4},
pages = {679939},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.679939},
doi = {10.3389/FDATA.2021.679939},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/PlatzerR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/PotgieterFKDHRT21,
author = {Arminn Potgieter and
Inger Nicolette Fabris{-}Rotelli and
Zaid Kimmie and
Nontembeko Dudeni{-}Tlhone and
Jenny P. Holloway and
Charl Janse van Rensburg and
Renate N. Thiede and
Pravesh Debba and
Raeesa Manjoo{-}Docrat and
Nada Abdelatif and
Sibusisiwe Khuluse{-}Makhanya},
title = {Modelling Representative Population Mobility for {COVID-19} Spatial
Transmission in South Africa},
journal = {Frontiers Big Data},
volume = {4},
pages = {718351},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.718351},
doi = {10.3389/FDATA.2021.718351},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/PotgieterFKDHRT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/QuadriantoSL21,
author = {Novi Quadrianto and
Bj{\"{o}}rn W. Schuller and
Finnian Rachel Lattimore},
title = {Editorial: Ethical Machine Learning and Artificial Intelligence},
journal = {Frontiers Big Data},
volume = {4},
pages = {742589},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.742589},
doi = {10.3389/FDATA.2021.742589},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/QuadriantoSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RadBAL21,
author = {Najmeh Nakhaei Rad and
Andri{\"{e}}tte Bekker and
Mohammad Arashi and
Christophe Ley},
title = {Coming Together of Bayesian Inference and Skew Spherical Data},
journal = {Frontiers Big Data},
volume = {4},
pages = {769726},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.769726},
doi = {10.3389/FDATA.2021.769726},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/RadBAL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RamalliSPSCF21,
author = {Edoardo Ramalli and
Gabriele Scalia and
Barbara Pernici and
Alessandro Stagni and
Alberto Cuoci and
Tiziano Faravelli},
title = {Data Ecosystems for Scientific Experiments: Managing Combustion Experiments
and Simulation Analyses in Chemical Engineering},
journal = {Frontiers Big Data},
volume = {4},
pages = {663410},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.663410},
doi = {10.3389/FDATA.2021.663410},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/RamalliSPSCF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RappKMF21,
author = {Michael Rapp and
Moritz Kulessa and
Eneldo Loza Menc{\'{\i}}a and
Johannes F{\"{u}}rnkranz},
title = {Correlation-Based Discovery of Disease Patterns for Syndromic Surveillance},
journal = {Frontiers Big Data},
volume = {4},
pages = {784159},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.784159},
doi = {10.3389/FDATA.2021.784159},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/RappKMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RenLZF21,
author = {Weijieying Ren and
Kunpeng Liu and
Tianxiang Zhao and
Yanjie Fu},
title = {Fair and Effective Policing for Neighborhood Safety: Understanding
and Overcoming Selection Biases},
journal = {Frontiers Big Data},
volume = {4},
pages = {787459},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.787459},
doi = {10.3389/FDATA.2021.787459},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/RenLZF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ReuterABW21,
author = {Adrian Reuter and
Ahmed Abdelmaksoud and
Karima Boudaoud and
Marco Winckler},
title = {Usability of End-to-End Encryption in E-Mail Communication},
journal = {Frontiers Big Data},
volume = {4},
pages = {568284},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.568284},
doi = {10.3389/FDATA.2021.568284},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ReuterABW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Rogers21,
author = {Richard Rogers},
title = {Marginalizing the Mainstream: How Social Media Privilege Political
Information},
journal = {Frontiers Big Data},
volume = {4},
pages = {689036},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.689036},
doi = {10.3389/FDATA.2021.689036},
timestamp = {Wed, 04 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Rogers21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SainjuHJYC21,
author = {Arpan Man Sainju and
Wenchong He and
Zhe Jiang and
Da Yan and
Haiquan Chen},
title = {Flood Inundation Mapping with Limited Observations Based on Physics-Aware
Topography Constraint},
journal = {Frontiers Big Data},
volume = {4},
pages = {707951},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.707951},
doi = {10.3389/FDATA.2021.707951},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/SainjuHJYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SangXV21,
author = {Go Muan Sang and
Lai Xu and
Paul de Vrieze},
title = {A Predictive Maintenance Model for Flexible Manufacturing in the Context
of Industry 4.0},
journal = {Frontiers Big Data},
volume = {4},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.663466},
doi = {10.3389/FDATA.2021.663466},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SangXV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SekmenIJ21,
author = {Sezen Sekmen and
Gian Michele Innocenti and
Bo Jayatilaka},
title = {Editorial: Innovative Analysis Ecosystems for {HEP} Data},
journal = {Frontiers Big Data},
volume = {4},
pages = {736105},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.736105},
doi = {10.3389/FDATA.2021.736105},
timestamp = {Mon, 06 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SekmenIJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SgarigliaCPCCCS21,
author = {Domenico Sgariglia and
Alessandra Jordano Conforte and
Carlos Eduardo Pedreira and
Lu{\'{\i}}s Alfredo Vidal de Carvalho and
Flavia Raquel Gon{\c{c}}alves Carneiro and
Nicolas Carels and
Fabr{\'{\i}}cio Alves Barbosa da Silva},
title = {Data-Driven Modeling of Breast Cancer Tumors Using Boolean Networks},
journal = {Frontiers Big Data},
volume = {4},
pages = {656395},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.656395},
doi = {10.3389/FDATA.2021.656395},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SgarigliaCPCCCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SharmaNCOBJJ21,
author = {Aakash Sharma and
Thomas Bye Nilsen and
Katja Pauline Czerwinska and
Daria Onitiu and
Lars Brenna and
Dag Johansen and
H{\aa}vard D. Johansen},
title = {Up-to-the-Minute Privacy Policies via Gossips in Participatory Epidemiological
Studies},
journal = {Frontiers Big Data},
volume = {4},
pages = {624424},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.624424},
doi = {10.3389/FDATA.2021.624424},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SharmaNCOBJJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SikdarSWLS21,
author = {Sandipan Sikdar and
Rachneet Singh Sachdeva and
Johannes Wachs and
Florian Lemmerich and
Markus Strohmaier},
title = {The Effects of Gender Signals and Performance in Online Product Reviews},
journal = {Frontiers Big Data},
volume = {4},
pages = {771404},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.771404},
doi = {10.3389/FDATA.2021.771404},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/SikdarSWLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SimkoHLLMMRSG21,
author = {Tibor Simko and
Lukas Alexander Heinrich and
Clemens Lange and
Adelina Eleonora Lintuluoto and
Danika Marina MacDonell and
Audrius Mecionis and
Diego Rodr{\'{\i}}guez Rodr{\'{\i}}guez and
Parth Shandilya and
Marco Vidal Garc{\'{\i}}a},
title = {Scalable Declarative {HEP} Analysis Workflows for Containerised Compute
Clouds},
journal = {Frontiers Big Data},
volume = {4},
pages = {661501},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.661501},
doi = {10.3389/FDATA.2021.661501},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SimkoHLLMMRSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SleemanFH21,
author = {Jennifer Sleeman and
Tim Finin and
Milton Halem},
title = {Understanding Cybersecurity Threat Trends Through Dynamic Topic Modeling},
journal = {Frontiers Big Data},
volume = {4},
pages = {601529},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.601529},
doi = {10.3389/FDATA.2021.601529},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SleemanFH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/StefaniB21,
author = {Jacopo De Stefani and
Gianluca Bontempi},
title = {Factor-Based Framework for Multivariate and Multi-step-ahead Forecasting
of Large Scale Time Series},
journal = {Frontiers Big Data},
volume = {4},
pages = {690267},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.690267},
doi = {10.3389/FDATA.2021.690267},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/StefaniB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SullamMTW21,
author = {Simon Levis Sullam and
Giorgia Minello and
Rocco Tripodi and
Massimo Warglien},
title = {Representation of Jews and Anti-Jewish Bias in 19th Century French
Public Discourse: Distant and Close Reading},
journal = {Frontiers Big Data},
volume = {4},
pages = {723043},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.723043},
doi = {10.3389/FDATA.2021.723043},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SullamMTW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SunYLWYSLLWA21,
author = {Dachun Sun and
Chaoqi Yang and
Jinyang Li and
Ruijie Wang and
Shuochao Yao and
Huajie Shao and
Dongxin Liu and
Shengzhong Liu and
Tianshi Wang and
Tarek F. Abdelzaher},
title = {Computational Modeling of Hierarchically Polarized Groups by Structured
Matrix Factorization},
journal = {Frontiers Big Data},
volume = {4},
pages = {729881},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.729881},
doi = {10.3389/FDATA.2021.729881},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/SunYLWYSLLWA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SyedW0CJSC21,
author = {Munira Syed and
Daheng Wang and
Meng Jiang and
Oliver Conway and
Vishal Juneja and
Sriram Subramanian and
Nitesh V. Chawla},
title = {Unified Representation of Twitter and Online News Using Graph and
Entities},
journal = {Frontiers Big Data},
volume = {4},
pages = {699070},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.699070},
doi = {10.3389/FDATA.2021.699070},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SyedW0CJSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TanRL21,
author = {Junjie Tan and
Aravind Sesagiri Raamkumar and
Wee Hwee Lin},
title = {Digital Support for Renal Patients Before and During the {COVID-19}
Pandemic: Examining the Efforts of Singapore Social Service Agencies
in Facebook},
journal = {Frontiers Big Data},
volume = {4},
pages = {737507},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.737507},
doi = {10.3389/FDATA.2021.737507},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/TanRL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TestoniGB21,
author = {Alberto Testoni and
Claudio Greco and
Raffaella Bernardi},
title = {Artificial Intelligence Models Do Not Ground Negation, Humans Do.
GuessWhat?! Dialogues as a Case Study},
journal = {Frontiers Big Data},
volume = {4},
pages = {736709},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.736709},
doi = {10.3389/FDATA.2021.736709},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/TestoniGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ThompsonGCDGKLN21,
author = {Jan Thompson and
Baskar Ganapathysubramanian and
Wei Chen and
Michael C. Dorneich and
Philip Gassman and
Caroline C. Krejci and
Matthew Liebman and
Ajay Nair and
Ulrike Passe and
Nicholas Schwab and
Kurt Rosentrater and
Tiffanie Stone and
Yiming Wang and
Yuyu Zhou},
title = {Iowa Urban {FEWS:} Integrating Social and Biophysical Models for Exploration
of Urban Food, Energy, and Water Systems},
journal = {Frontiers Big Data},
volume = {4},
pages = {662186},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.662186},
doi = {10.3389/FDATA.2021.662186},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ThompsonGCDGKLN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TianZMC21,
author = {Yijun Tian and
Chuxu Zhang and
Ronald A. Metoyer and
Nitesh V. Chawla},
title = {Recipe Recommendation With Hierarchical Graph Attention Network},
journal = {Frontiers Big Data},
volume = {4},
pages = {778417},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.778417},
doi = {10.3389/FDATA.2021.778417},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/TianZMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/UnelSTGOPRS21,
author = {G{\"{o}}khan {\"{U}}nel and
Sezen Sekmen and
A. M. Toon and
B. Gokturk and
B. Orgen and
Arpon Paul and
N. Ravel and
J. Setpal},
title = {CutLang v2: Advances in a Runtime-Interpreted Analysis Description
Language for {HEP} Data},
journal = {Frontiers Big Data},
volume = {4},
pages = {659986},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.659986},
doi = {10.3389/FDATA.2021.659986},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/UnelSTGOPRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Vliet21,
author = {Livia van Vliet},
title = {Moral Expressions in 280 Characters or Less: An Analysis of Politician
Tweets Following the 2016 Brexit Referendum Vote},
journal = {Frontiers Big Data},
volume = {4},
pages = {699653},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.699653},
doi = {10.3389/FDATA.2021.699653},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Vliet21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WangLMWLF21,
author = {Dongjie Wang and
Kunpeng Liu and
David Mohaisen and
Pengyang Wang and
Chang{-}Tien Lu and
Yanjie Fu},
title = {Towards Semantically-Rich Spatial Network Representation Learning
via Automated Feature Topic Pairing},
journal = {Frontiers Big Data},
volume = {4},
pages = {762899},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.762899},
doi = {10.3389/FDATA.2021.762899},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/WangLMWLF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WangLWF21,
author = {Pengyang Wang and
Kunpeng Liu and
Dongjie Wang and
Yanjie Fu},
title = {Measuring Urban Vibrancy of Residential Communities Using Big Crowdsourced
Geotagged Data},
journal = {Frontiers Big Data},
volume = {4},
pages = {690970},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.690970},
doi = {10.3389/FDATA.2021.690970},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/WangLWF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WangYQBQ21,
author = {Boqi Wang and
James Yang and
Steven Qiu and
Yongsheng Bai and
Zhaohui S. Qin},
title = {Systematic Exploration in Tissue-Pathway Associations of Complex Traits
Using Comprehensive eQTLs Catalog},
journal = {Frontiers Big Data},
volume = {4},
pages = {719737},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.719737},
doi = {10.3389/FDATA.2021.719737},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/WangYQBQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Wickramarachchi21,
author = {Ruwan Wickramarachchi and
Cory A. Henson and
Amit P. Sheth},
title = {Knowledge-infused Learning for Entity Prediction in Driving Scenes},
journal = {Frontiers Big Data},
volume = {4},
pages = {759110},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.759110},
doi = {10.3389/FDATA.2021.759110},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Wickramarachchi21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WickramaratneM21,
author = {Sajila D. Wickramaratne and
Md Shaad Mahmud},
title = {Conditional-GAN Based Data Augmentation for Deep Learning Task Classifier
Improvement Using fNIRS Data},
journal = {Frontiers Big Data},
volume = {4},
pages = {659146},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.659146},
doi = {10.3389/FDATA.2021.659146},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/WickramaratneM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WijeratneJGGPST21,
author = {Peter A. Wijeratne and
Eileanoir B. Johnson and
Sarah Gregory and
Nellie Georgiou{-}Karistianis and
Jane S. Paulsen and
Rachael I. Scahill and
Sarah J. Tabrizi and
Daniel C. Alexander},
title = {A Multi-Study Model-Based Evaluation of the Sequence of Imaging and
Clinical Biomarker Changes in Huntington's Disease},
journal = {Frontiers Big Data},
volume = {4},
pages = {662200},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.662200},
doi = {10.3389/FDATA.2021.662200},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/WijeratneJGGPST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WijnhovenH21,
author = {Fons Wijnhoven and
Jeanna van Haren},
title = {Search Engine Gender Bias},
journal = {Frontiers Big Data},
volume = {4},
pages = {622106},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.622106},
doi = {10.3389/FDATA.2021.622106},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/WijnhovenH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WillaertESB21,
author = {Tom Willaert and
Paul Van Eecke and
Jeroen Van Soest and
Katrien Beuls},
title = {An Opinion Facilitator for Online News Media},
journal = {Frontiers Big Data},
volume = {4},
pages = {695667},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.695667},
doi = {10.3389/FDATA.2021.695667},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/WillaertESB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/XiaoZZ21,
author = {Lu Xiao and
Ming Zhong and
Dawei Zha},
title = {Runoff Forecasting Using Machine-Learning Methods: Case Study in the
Middle Reaches of Xijiang River},
journal = {Frontiers Big Data},
volume = {4},
pages = {752406},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.752406},
doi = {10.3389/FDATA.2021.752406},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/XiaoZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/YanQWC21,
author = {Da Yan and
Hong Qin and
Hsiang{-}Yun Wu and
Jake Y. Chen},
title = {Editorial: AI-Enabled Data Science for {COVID-19}},
journal = {Frontiers Big Data},
volume = {4},
pages = {802452},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.802452},
doi = {10.3389/FDATA.2021.802452},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/YanQWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/YangSWL21,
author = {Ting Yang and
Zhigang Sun and
Jundong Wang and
Sen Li},
title = {Daily Spatial Complete Soil Moisture Mapping Over Southeast China
Using {CYGNSS} and {MODIS} Data},
journal = {Frontiers Big Data},
volume = {4},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.777336},
doi = {10.3389/FDATA.2021.777336},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/YangSWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/YoungCCRBOWdHMP21,
author = {William Chad Young and
Lindsay N. Carpp and
Sidhartha Chaudhury and
Jason A. Regules and
Elke S. Bergmann{-}Leitner and
Christian Ockenhouse and
Ulrike Wille{-}Reece and
Allan C. deCamp and
Ellis Hughes and
Celia Mahoney and
Suresh Pallikkuth and
Savita Pahwa and
S. Moses Dennison and
Sarah V. Mudrak and
S. Munir Alam and
Kelly E. Seaton and
Rachel L. Spreng and
Jon Fallon and
Ashlin Michell and
Fernando Ulloa{-}Montoya and
Margherita Coccia and
Erik Jongert and
Galit Alter and
Georgia D. Tomaras and
Raphael Gottardo},
title = {Comprehensive Data Integration Approach to Assess Immune Responses
and Correlates of RTS, S/AS01-Mediated Protection From Malaria Infection
in Controlled Human Malaria Infection Trials},
journal = {Frontiers Big Data},
volume = {4},
pages = {672460},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.672460},
doi = {10.3389/FDATA.2021.672460},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/YoungCCRBOWdHMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZamanHD21,
author = {Rashid Zaman and
Marwan Hassani and
Boudewijn F. van Dongen},
title = {Prefix Imputation of Orphan Events in Event Stream Processing},
journal = {Frontiers Big Data},
volume = {4},
pages = {705243},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.705243},
doi = {10.3389/FDATA.2021.705243},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ZamanHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZarindastW21,
author = {Atousa Zarindast and
Jonathan Wood},
title = {A Data-Driven Personalized Lighting Recommender System},
journal = {Frontiers Big Data},
volume = {4},
pages = {706117},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.706117},
doi = {10.3389/FDATA.2021.706117},
timestamp = {Tue, 09 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ZarindastW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZeighamiE21,
author = {Yashar Zeighami and
Alan C. Evans},
title = {Association vs. Prediction: The Impact of Cortical Surface Smoothing
and Parcellation on Brain Age},
journal = {Frontiers Big Data},
volume = {4},
pages = {637724},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.637724},
doi = {10.3389/FDATA.2021.637724},
timestamp = {Mon, 07 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ZeighamiE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZengXYXLLLS21,
author = {Zheni Zeng and
Chaojun Xiao and
Yuan Yao and
Ruobing Xie and
Zhiyuan Liu and
Fen Lin and
Leyu Lin and
Maosong Sun},
title = {Knowledge Transfer via Pre-training for Recommendation: {A} Review
and Prospect},
journal = {Frontiers Big Data},
volume = {4},
pages = {602071},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.602071},
doi = {10.3389/FDATA.2021.602071},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ZengXYXLLLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZhangHS21,
author = {Zhe Zhang and
Xiaobiao Huang and
Minghao Song},
title = {Teeport: Break the Wall Between the Optimization Algorithms and Problems},
journal = {Frontiers Big Data},
volume = {4},
pages = {734650},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.734650},
doi = {10.3389/FDATA.2021.734650},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ZhangHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZhangRL21,
author = {Ying{-}Ying Zhang and
Tengzhong Rong and
Man{-}Man Li},
title = {The Bayes Estimators of the Variance and Scale Parameters of the Normal
Model With a Known Mean for the Conjugate and Noninformative Priors
Under Stein's Loss},
journal = {Frontiers Big Data},
volume = {4},
pages = {763925},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.763925},
doi = {10.3389/FDATA.2021.763925},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ZhangRL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZhangS21,
author = {Yan Zhang and
Frank Schweitzer},
title = {Quantifying the Importance of Firms by Means of Reputation and Network
Control},
journal = {Frontiers Big Data},
volume = {4},
pages = {652913},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.652913},
doi = {10.3389/FDATA.2021.652913},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ZhangS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/0001FO20,
author = {Muhammad Imran Khan and
Simon N. Foley and
Barry O'Sullivan},
title = {Quantitatively Measuring Privacy in Interactive Query Settings Within
{RDBMS} Framework},
journal = {Frontiers Big Data},
volume = {3},
pages = {11},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00011},
doi = {10.3389/FDATA.2020.00011},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/0001FO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AbbiatiRSS20,
author = {Giovanni Abbiati and
Silvio Ranise and
Antonio Schizzerotto and
Alberto Siena},
title = {Merging Datasets of CyberSecurity Incidents for Fun and Insight},
journal = {Frontiers Big Data},
volume = {3},
pages = {521132},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.521132},
doi = {10.3389/FDATA.2020.521132},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/AbbiatiRSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AbeLW20,
author = {Naoki Abe and
Huan Liu and
Kuansan Wang},
title = {Editorial: Innovations and Perspectives in Data Mining and Knowledge
Discovery},
journal = {Frontiers Big Data},
volume = {3},
pages = {637906},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.637906},
doi = {10.3389/FDATA.2020.637906},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/AbeLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AllhutterCFGM20,
author = {Doris Allhutter and
Florian Cech and
Fabian Fischer and
Gabriel Grill and
Astrid Mager},
title = {Algorithmic Profiling of Job Seekers in Austria: How Austerity Politics
Are Made Effective},
journal = {Frontiers Big Data},
volume = {3},
pages = {5},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00005},
doi = {10.3389/FDATA.2020.00005},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/AllhutterCFGM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BaigGTK020,
author = {Furqan Baig and
Chao Gao and
Dejun Teng and
Jun Kong and
Fusheng Wang},
title = {Accelerating Spatial Cross-Matching on {CPU-GPU} Hybrid Platform With
{CUDA} and OpenACC},
journal = {Frontiers Big Data},
volume = {3},
pages = {14},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00014},
doi = {10.3389/FDATA.2020.00014},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/BaigGTK020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BairdS20,
author = {Alice Baird and
Bj{\"{o}}rn W. Schuller},
title = {Considerations for a More Ethical Approach to Data in {AI:} On Data
Representation and Infrastructure},
journal = {Frontiers Big Data},
volume = {3},
pages = {25},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00025},
doi = {10.3389/FDATA.2020.00025},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BairdS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BalazkaR20,
author = {Dominik Balazka and
Dario Rodighiero},
title = {Big Data and the Little Big Bang: An Epistemological (R)evolution},
journal = {Frontiers Big Data},
volume = {3},
pages = {31},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00031},
doi = {10.3389/FDATA.2020.00031},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/BalazkaR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BerghoffNT20,
author = {Christian Berghoff and
Matthias Neu and
Arndt von Twickel},
title = {Vulnerabilities of Connectionist {AI} Applications: Evaluation and
Defense},
journal = {Frontiers Big Data},
volume = {3},
pages = {23},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00023},
doi = {10.3389/FDATA.2020.00023},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BerghoffNT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BertrandBR20,
author = {Yoann Bertrand and
Karima Boudaoud and
Michel Riveill},
title = {What Do You Think About Your Company's Leaks? {A} Survey on End-Users
Perception Toward Data Leakage Mechanisms},
journal = {Frontiers Big Data},
volume = {3},
pages = {568257},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.568257},
doi = {10.3389/FDATA.2020.568257},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/BertrandBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BocciIKPR20,
author = {A. Bocci and
Vincenzo Innocente and
M. Kortelainen and
Felice Pantaleo and
Marco Rovere},
title = {Heterogeneous Reconstruction of Tracks and Primary Vertices With the
{CMS} Pixel Tracker},
journal = {Frontiers Big Data},
volume = {3},
pages = {601728},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.601728},
doi = {10.3389/FDATA.2020.601728},
timestamp = {Thu, 07 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BocciIKPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ChenSLSH20,
author = {Yi{-}Wei Chen and
Qingquan Song and
Xi Liu and
P. S. Sastry and
Xia Hu},
title = {On Robustness of Neural Architecture Search Under Label Noise},
journal = {Frontiers Big Data},
volume = {3},
pages = {2},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00002},
doi = {10.3389/FDATA.2020.00002},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ChenSLSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ChristleyABBBBJ20,
author = {Scott Christley and
Ademar Aguiar and
George Blanck and
Felix Breden and
Syed Ahmad Chan Bukhari and
Christian E. Busse and
Jerome Jaglale and
Srilakshmy L. Harikrishnan and
Uri Laserson and
Bjoern Peters and
Artur Rocha and
Chaim A. Schramm and
Sarah Taylor and
Jason A. Vander Heiden and
Bojan Zimonja and
Corey T. Watson and
Brian Corrie and
Lindsay G. Cowell},
title = {The {ADC} {API:} {A} Web {API} for the Programmatic Query of the {AIRR}
Data Commons},
journal = {Frontiers Big Data},
volume = {3},
pages = {22},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00022},
doi = {10.3389/FDATA.2020.00022},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ChristleyABBBBJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ClarkeK20,
author = {Gerald P. Clarke and
Adam Kapelner},
title = {The Bayesian Additive Regression Trees Formula for Safe Machine Learning-Based
Intraocular Lens Predictions},
journal = {Frontiers Big Data},
volume = {3},
pages = {572134},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.572134},
doi = {10.3389/FDATA.2020.572134},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ClarkeK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GharibiZ020,
author = {Mohamed Gharibi and
Arun Zachariah and
Praveen Rao},
title = {FoodKG: {A} Tool to Enrich Knowledge Graphs Using Machine Learning
Techniques},
journal = {Frontiers Big Data},
volume = {3},
pages = {12},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00012},
doi = {10.3389/FDATA.2020.00012},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/GharibiZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GharibiZR20,
author = {Mohamed Gharibi and
Arun Zachariah and
Praveen Rao},
title = {Corrigendum: FoodKG: {A} Tool to Enrich Knowledge Graphs Using Machine
Learning Techniques},
journal = {Frontiers Big Data},
volume = {3},
pages = {21},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00021},
doi = {10.3389/FDATA.2020.00021},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/GharibiZR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Giffard-RoisinY20,
author = {Sophie Giffard{-}Roisin and
Mo Yang and
Guillaume Charpiat and
Christina Kumler{-}Bonfanti and
Bal{\'{a}}zs K{\'{e}}gl and
Claire Monteleoni},
title = {Tropical Cyclone Track Forecasting Using Fused Deep Learning From
Aligned Reanalysis Data},
journal = {Frontiers Big Data},
volume = {3},
pages = {1},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00001},
doi = {10.3389/FDATA.2020.00001},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Giffard-RoisinY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Gootjes-Dreesbach20,
author = {Luise Gootjes{-}Dreesbach and
Meemansa Sood and
Akrishta Sahay and
Martin Hofmann{-}Apitius and
Holger Fr{\"{o}}hlich},
title = {Variational Autoencoder Modular Bayesian Networks for Simulation of
Heterogeneous Clinical Study Data},
journal = {Frontiers Big Data},
volume = {3},
pages = {16},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00016},
doi = {10.3389/FDATA.2020.00016},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Gootjes-Dreesbach20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HsuKGW20,
author = {Angel Hsu and
Willie Khoo and
Nihit Goyal and
Martin Wainstein},
title = {Next-Generation Digital Ecosystem for Climate Data Mining and Knowledge
Discovery: {A} Review of Digital Data Collection Technologies},
journal = {Frontiers Big Data},
volume = {3},
pages = {29},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00029},
doi = {10.3389/FDATA.2020.00029},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/HsuKGW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HussainMMTA20,
author = {Muhammed Mas{-}ud Hussain and
Mir Imtiaz Mostafiz and
S. M. Farabi Mahmud and
Goce Trajcevski and
Mohammed Eunus Ali},
title = {Conditional MaxRS Query for Evolving Spatial Data},
journal = {Frontiers Big Data},
volume = {3},
pages = {20},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00020},
doi = {10.3389/FDATA.2020.00020},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/HussainMMTA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/IiyamaCGKLPQRSO20,
author = {Yutaro Iiyama and
Gianluca Cerminara and
Abhijay Gupta and
Jan Kieseler and
Vladimir Loncar and
Maurizio Pierini and
Shah Rukh Qasim and
Marcel Rieger and
Sioni Summers and
Gerrit Van Onsem and
Kinga Anna Wozniak and
Jennifer Ngadiuba and
Giuseppe Di Guglielmo and
Javier M. Duarte and
Philip C. Harris and
Dylan S. Rankin and
Sergo Jindariani and
Mia Liu and
Kevin Pedro and
Nhan Tran and
Edward Kreinar and
Zhenbin Wu},
title = {Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle
Reconstruction in High Energy Physics},
journal = {Frontiers Big Data},
volume = {3},
pages = {598927},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.598927},
doi = {10.3389/FDATA.2020.598927},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/IiyamaCGKLPQRSO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/IslamTJAA20,
author = {Muhammad Ifte Islam and
Farhan Tanvir and
Ginger Johnson and
Esra Akbas and
Mehmet Emin Aktas},
title = {Proximity-Based Compression for Network Embedding},
journal = {Frontiers Big Data},
volume = {3},
pages = {608043},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.608043},
doi = {10.3389/FDATA.2020.608043},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/IslamTJAA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KatahiraKYS20,
author = {Kentaro Katahira and
Yoshihiko Kunisato and
Yuichi Yamashita and
Shinsuke Suzuki},
title = {Commentary: {A} robust data-driven approach identifies four personality
types across four large data sets},
journal = {Frontiers Big Data},
volume = {3},
pages = {8},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00008},
doi = {10.3389/FDATA.2020.00008},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KatahiraKYS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KaushikCSDNPD20,
author = {Shruti Kaushik and
Abhinav Choudhury and
Pankaj Kumar Sheron and
Nataraj Dasgupta and
Sayee Natarajan and
Larry A. Pickett and
Varun Dutt},
title = {{AI} in Healthcare: Time-Series Forecasting Using Statistical, Neural,
and Ensemble Architectures},
journal = {Frontiers Big Data},
volume = {3},
pages = {4},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00004},
doi = {10.3389/FDATA.2020.00004},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KaushikCSDNPD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Kinder-Kurlanda20,
author = {Katharina E. Kinder{-}Kurlanda and
Katrin Weller},
title = {Perspective: Acknowledging Data Work in the Social Media Research
Lifecycle},
journal = {Frontiers Big Data},
volume = {3},
pages = {509954},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.509954},
doi = {10.3389/FDATA.2020.509954},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Kinder-Kurlanda20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KustersMBCCDRFG20,
author = {Remy Kusters and
Dusan Misevic and
Hugues Berry and
Antoine Cully and
Yann Le Cunff and
Loic Dandoy and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
Marion Ficher and
Jonathan Grizou and
Alice Othmani and
Themis Palpanas and
Matthieu Komorowski and
Patrick Loiseau and
Cl{\'{e}}ment Moulin{-}Frier and
Santino Nanini and
Daniele Quercia and
Mich{\`{e}}le Sebag and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Sofiane Taleb and
Liubov Tupikina and
Vaibhav Sahu and
Jill{-}J{\^{e}}nn Vie and
Fatima Wehbi},
title = {Interdisciplinary Research in Artificial Intelligence: Challenges
and Opportunities},
journal = {Frontiers Big Data},
volume = {3},
pages = {577974},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.577974},
doi = {10.3389/FDATA.2020.577974},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KustersMBCCDRFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/LaaksonenHKNP20,
author = {Salla{-}Maaria Laaksonen and
Jesse Haapoja and
Teemu Kinnunen and
Matti Nelimarkka and
Reeta P{\"{o}}yht{\"{a}}ri},
title = {The Datafication of Hate: Expectations and Challenges in Automated
Hate Speech Monitoring},
journal = {Frontiers Big Data},
volume = {3},
pages = {3},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00003},
doi = {10.3389/FDATA.2020.00003},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/LaaksonenHKNP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/LeptourgosC20,
author = {Pantelis Leptourgos and
Philip R. Corlett},
title = {Embodied Predictions, Agency, and Psychosis},
journal = {Frontiers Big Data},
volume = {3},
pages = {27},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00027},
doi = {10.3389/FDATA.2020.00027},
timestamp = {Tue, 25 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/LeptourgosC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/LiRA20,
author = {Chenyu Li and
Paola Romagnani and
Hans{-}Joachim Anders},
title = {Novel Criteria for When and How to Exit a {COVID-19} Pandemic Lockdown},
journal = {Frontiers Big Data},
volume = {3},
pages = {26},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00026},
doi = {10.3389/FDATA.2020.00026},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/LiRA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/LopezFABK20,
author = {Kevin Lopez and
Samah J. Fodeh and
Ahmed Allam and
Cynthia Brandt and
Michael Krauthammer},
title = {Reducing Annotation Burden Through Multimodal Learning},
journal = {Frontiers Big Data},
volume = {3},
pages = {19},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00019},
doi = {10.3389/FDATA.2020.00019},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/LopezFABK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MabryYPRMW20,
author = {Patricia L. Mabry and
Xiaoran Yan and
Valentin Pentchev and
Robert Van Rennes and
Stephanie Hernandez McGavin and
Jamie Viva Wittenberg},
title = {{CADRE:} {A} Collaborative, Cloud-Based Solution for Big Bibliographic
Data Research in Academic Libraries},
journal = {Frontiers Big Data},
volume = {3},
pages = {556282},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.556282},
doi = {10.3389/FDATA.2020.556282},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MabryYPRMW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MajumdarCSV20,
author = {Puspita Majumdar and
Saheb Chhabra and
Richa Singh and
Mayank Vatsa},
title = {Subgroup Invariant Perturbation for Unbiased Pre-Trained Model Prediction},
journal = {Frontiers Big Data},
volume = {3},
pages = {590296},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.590296},
doi = {10.3389/FDATA.2020.590296},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/MajumdarCSV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/McCullohKK20,
author = {Ian McCulloh and
Kevin Kiernan and
Trevor Kent},
title = {Inferring True {COVID19} Infection Rates From Deaths},
journal = {Frontiers Big Data},
volume = {3},
pages = {565589},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.565589},
doi = {10.3389/FDATA.2020.565589},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/McCullohKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MengHWWZ020,
author = {Yu Meng and
Jiaxin Huang and
Guangyuan Wang and
Zihan Wang and
Chao Zhang and
Jiawei Han},
title = {Unsupervised Word Embedding Learning by Incorporating Local and Global
Contexts},
journal = {Frontiers Big Data},
volume = {3},
pages = {9},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00009},
doi = {10.3389/FDATA.2020.00009},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MengHWWZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MishraGRH20,
author = {Umakant Mishra and
Sagar Gautam and
William J. Riley and
Forrest M. Hoffman},
title = {Ensemble Machine Learning Approach Improves Predicted Spatial Variation
of Surface Soil Organic Carbon Stocks in Data-Limited Northern Circumpolar
Region},
journal = {Frontiers Big Data},
volume = {3},
pages = {528441},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.528441},
doi = {10.3389/FDATA.2020.528441},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MishraGRH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MladenovaBCSR20,
author = {Iliana E. Mladenova and
John D. Bolten and
Wade T. Crow and
Nazmus Sazib and
Curt Reynolds},
title = {Agricultural Drought Monitoring via the Assimilation of {SMAP} Soil
Moisture Retrievals Into a Global Soil Water Balance Model},
journal = {Frontiers Big Data},
volume = {3},
pages = {10},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00010},
doi = {10.3389/FDATA.2020.00010},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MladenovaBCSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MorenoBMCCAPSLS20,
author = {Megan Moreno and
Travaughn C. Bain and
Melissa S. Moreno and
Katherine C. Carroll and
Emily R. Cunningham and
Zoe Ashton and
Roby Poteau and
Ersoy Subasi and
Michael Lipkowitz and
Munevver Mine Subasi},
title = {Identifying Clinical and Genomic Features Associated With Chronic
Kidney Disease},
journal = {Frontiers Big Data},
volume = {3},
pages = {528828},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.528828},
doi = {10.3389/FDATA.2020.528828},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/MorenoBMCCAPSLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/NartowtHMLSD20,
author = {Bradley J. Nartowt and
Gregory R. Hart and
Wazir Muhammad and
Ying Liang and
Gigi Felice Stark and
Jun Deng},
title = {Robust Machine Learning for Colorectal Cancer Risk Prediction and
Stratification},
journal = {Frontiers Big Data},
volume = {3},
pages = {6},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00006},
doi = {10.3389/FDATA.2020.00006},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/NartowtHMLSD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/NasserMBTGW20,
author = {George Nasser and
Ben W. Morrison and
Piers Bayl{-}Smith and
Ronnie Taib and
Michael Gayed and
Mark W. Wiggins},
title = {The Role of Cue Utilization and Cognitive Load in the Recognition
of Phishing Emails},
journal = {Frontiers Big Data},
volume = {3},
pages = {546860},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.546860},
doi = {10.3389/FDATA.2020.546860},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/NasserMBTGW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/PellertLMG20,
author = {Max Pellert and
Jana Lasser and
Hannah Metzler and
David Garc{\'{\i}}a},
title = {Dashboard of Sentiment in Austrian Social Media During {COVID-19}},
journal = {Frontiers Big Data},
volume = {3},
pages = {32},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00032},
doi = {10.3389/FDATA.2020.00032},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/PellertLMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/PittsGMKBK20,
author = {Joshua Pitts and
Sucharita Gopal and
Yaxiong Ma and
Magaly Koch and
Roelof Boumans and
Les Kaufman},
title = {Leveraging Big Data and Analytics to Improve Food, Energy, and Water
System Sustainability},
journal = {Frontiers Big Data},
volume = {3},
pages = {13},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00013},
doi = {10.3389/FDATA.2020.00013},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/PittsGMKBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/PoechhackerK20,
author = {Nikolaus Poechhacker and
Severin Kacianka},
title = {Algorithmic Accountability in Context. Socio-Technical Perspectives
on Structural Causal Models},
journal = {Frontiers Big Data},
volume = {3},
pages = {519957},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.519957},
doi = {10.3389/FDATA.2020.519957},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/PoechhackerK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/QayyumIUIQEA20,
author = {Adnan Qayyum and
Aneeqa Ijaz and
Muhammad Usama and
Waleed Iqbal and
Junaid Qadir and
Yehia Elkhatib and
Ala I. Al{-}Fuqaha},
title = {Securing Machine Learning in the Cloud: {A} Systematic Review of Cloud
Machine Learning Security},
journal = {Frontiers Big Data},
volume = {3},
pages = {587139},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.587139},
doi = {10.3389/FDATA.2020.587139},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/QayyumIUIQEA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RadfordJ20,
author = {Jason Radford and
Kenneth Joseph},
title = {Theory In, Theory Out: The Uses of Social Theory in Machine Learning
for Social Science},
journal = {Frontiers Big Data},
volume = {3},
pages = {18},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00018},
doi = {10.3389/FDATA.2020.00018},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/RadfordJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Rahimzadeh20,
author = {Vasiliki Nataly Rahimzadeh},
title = {A Policy and Practice Review of Consumer Protections and Their Application
to Hospital-Sourced Data Aggregation and Analytics by Third-Party
Companies},
journal = {Frontiers Big Data},
volume = {3},
pages = {603044},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.603044},
doi = {10.3389/FDATA.2020.603044},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Rahimzadeh20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Raket20,
author = {Lars Lau Rak{\^{e}}t},
title = {Statistical Disease Progression Modeling in Alzheimer Disease},
journal = {Frontiers Big Data},
volume = {3},
pages = {24},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00024},
doi = {10.3389/FDATA.2020.00024},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Raket20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RamananN20,
author = {Nandini Ramanan and
Sriraam Natarajan},
title = {Causal Learning From Predictive Modeling for Observational Data},
journal = {Frontiers Big Data},
volume = {3},
pages = {535976},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.535976},
doi = {10.3389/FDATA.2020.535976},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/RamananN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RaoP20,
author = {Ashwini Rao and
J{\"{u}}rgen Pfeffer},
title = {Types of Privacy Expectations},
journal = {Frontiers Big Data},
volume = {3},
pages = {7},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00007},
doi = {10.3389/FDATA.2020.00007},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/RaoP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RovereCPPS20,
author = {Marco Rovere and
Ziheng Chen and
Antonio Di Pilato and
Felice Pantaleo and
Chris Seez},
title = {{CLUE:} {A} Fast Parallel Clustering Algorithm for High Granularity
Calorimeters in High-Energy Physics},
journal = {Frontiers Big Data},
volume = {3},
pages = {591315},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.591315},
doi = {10.3389/FDATA.2020.591315},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/RovereCPPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SchmidtHAKEWKBT20,
author = {Maria Schmidt and
Lydia Hopp and
Arsen Arakelyan and
Holger Kirsten and
Christoph Engel and
Kerstin Wirkner and
Knut Krohn and
Ralph Burkhardt and
Joachim Thiery and
Markus Loeffler and
Henry L{\"{o}}ffler{-}Wirth and
Hans Binder},
title = {The Human Blood Transcriptome in a Large Population Cohort and Its
Relation to Aging and Health},
journal = {Frontiers Big Data},
volume = {3},
pages = {548873},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.548873},
doi = {10.3389/FDATA.2020.548873},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SchmidtHAKEWKBT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SharmaV20,
author = {Amita Sharma and
Willem J. M. I. Verbeke},
title = {Improving Diagnosis of Depression With {XGBOOST} Machine Learning
Model and a Large Biomarkers Dutch Dataset (n = 11, 081)},
journal = {Frontiers Big Data},
volume = {3},
pages = {15},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00015},
doi = {10.3389/FDATA.2020.00015},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SharmaV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SternerGF20,
author = {Beckett W. Sterner and
Edward E. Gilbert and
Nico M. Franz},
title = {Decentralized but Globally Coordinated Biodiversity Data},
journal = {Frontiers Big Data},
volume = {3},
pages = {519133},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.519133},
doi = {10.3389/FDATA.2020.519133},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SternerGF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TangYMMOA20,
author = {Mingjie Tang and
Yongyang Yu and
Ahmed R. Mahmood and
Qutaibah M. Malluhi and
Mourad Ouzzani and
Walid G. Aref},
title = {LocationSpark: In-memory Distributed Spatial Query Processing and
Optimization},
journal = {Frontiers Big Data},
volume = {3},
pages = {30},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00030},
doi = {10.3389/FDATA.2020.00030},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/TangYMMOA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TaoZHLLMHLHJDRL20,
author = {Feng Tao and
Zhenghu Zhou and
Yuanyuan Huang and
Qianyu Li and
Xingjie Lu and
Shuang Ma and
Xiaomeng Huang and
Yishuang Liang and
Gustaf Hugelius and
Lifen Jiang and
Russell B. Doughty and
Zhehao Ren and
Yiqi Luo},
title = {Deep Learning Optimizes Data-Driven Representation of Soil Organic
Carbon in Earth System Model Over the Conterminous United States},
journal = {Frontiers Big Data},
volume = {3},
pages = {17},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00017},
doi = {10.3389/FDATA.2020.00017},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/TaoZHLLMHLHJDRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TurnbullO20,
author = {Steven Martin Turnbull and
Dion R. J. O'Neale},
title = {Entropy of Co-Enrolment Networks Reveal Disparities in High School
{STEM} Participation},
journal = {Frontiers Big Data},
volume = {3},
pages = {599016},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.599016},
doi = {10.3389/FDATA.2020.599016},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/TurnbullO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/VuE20,
author = {Tin Vu and
Ahmed Eldawy},
title = {R*-Grove: Balanced Spatial Partitioning for Large-Scale Datasets},
journal = {Frontiers Big Data},
volume = {3},
pages = {28},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00028},
doi = {10.3389/FDATA.2020.00028},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/VuE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WangYFHHHKKPT20,
author = {Michael Wang and
Tingjun Yang and
Maria Acosta Flechas and
Philip C. Harris and
Benjamin Hawks and
Burt Holzman and
Kyle Knoepfel and
Jeffrey D. Krupa and
Kevin Pedro and
Nhan Tran},
title = {GPU-Accelerated Machine Learning Inference as a Service for Computing
in Neutrino Experiments},
journal = {Frontiers Big Data},
volume = {3},
pages = {604083},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.604083},
doi = {10.3389/FDATA.2020.604083},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/WangYFHHHKKPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WongCKMH20,
author = {An{-}Kwok Ian Wong and
Patricia C. Cheung and
Rishikesan Kamaleswaran and
Greg S. Martin and
Andre L. Holder},
title = {Machine Learning Methods to Predict Acute Respiratory Failure and
Acute Respiratory Distress Syndrome},
journal = {Frontiers Big Data},
volume = {3},
pages = {579774},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.579774},
doi = {10.3389/FDATA.2020.579774},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/WongCKMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WursterMKEB20,
author = {Patrick M. Wurster and
Marco P. Maneta and
John S. Kimball and
K. Arthur Endsley and
Santiago Beguer{\'{\i}}a},
title = {Monitoring Crop Status in the Continental United States Using the
{SMAP} Level-4 Carbon Product},
journal = {Frontiers Big Data},
volume = {3},
pages = {597720},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.597720},
doi = {10.3389/FDATA.2020.597720},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/WursterMKEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/0001KRKTC19,
author = {Jir{\'{\i}} Navr{\'{a}}til and
Alan King and
Jesus Rios and
Georgios Kollias and
Ruben Rodriguez Torrado and
Andr{\'{e}}s Codas},
title = {Accelerating Physics-Based Simulations Using End-to-End Neural Network
Proxies: An Application in Oil Reservoir Modeling},
journal = {Frontiers Big Data},
volume = {2},
pages = {33},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00033},
doi = {10.3389/FDATA.2019.00033},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/0001KRKTC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AlhazmiCHI19,
author = {Essa Alhazmi and
Nazim Choudhury and
Sameera Horawalavithana and
Adriana Iamnitchi},
title = {Temporal Mobility Networks in Online Gaming},
journal = {Frontiers Big Data},
volume = {2},
pages = {21},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00021},
doi = {10.3389/FDATA.2019.00021},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/AlhazmiCHI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BabaeianSNMWDWS19,
author = {Ebrahim Babaeian and
Paheding Sidike and
Maria Newcomb and
Maitiniyazi Maimaitijiang and
Scott A. White and
Jeffrey Demieville and
Richard W. Ward and
Morteza Sadeghi and
David S. LeBauer and
Scott B. Jones and
Vasit Sagan and
Markus Tuller},
title = {A New Optical Remote Sensing Technique for High-Resolution Mapping
of Soil Moisture},
journal = {Frontiers Big Data},
volume = {2},
pages = {37},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00037},
doi = {10.3389/FDATA.2019.00037},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BabaeianSNMWDWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BarkerBHNR19,
author = {J. Burdette Barker and
Sandeep Bhatti and
Derek M. Heeren and
Christopher M. U. Neale and
Daran R. Rudnick},
title = {Variable Rate Irrigation of Maize and Soybean in West-Central Nebraska
Under Full and Deficit Irrigation},
journal = {Frontiers Big Data},
volume = {2},
pages = {34},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00034},
doi = {10.3389/FDATA.2019.00034},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BarkerBHNR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Berg19,
author = {Ellen L. Berg},
title = {Human Cell-Based in vitro Phenotypic Profiling for Drug Safety-Related
Attrition},
journal = {Frontiers Big Data},
volume = {2},
pages = {47},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00047},
doi = {10.3389/FDATA.2019.00047},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Berg19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BermudezCGKNS19,
author = {Ivan Bermudez and
Daniel Cleven and
Ralucca Gera and
Erik T. Kiser and
Timothy Newlin and
Akrati Saxena},
title = {Twitter Response to Munich July 2016 Attack: Network Analysis of Influence},
journal = {Frontiers Big Data},
volume = {2},
pages = {17},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00017},
doi = {10.3389/FDATA.2019.00017},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BermudezCGKNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/BurgelmanPSSKRS19,
author = {Jean Claude Burgelman and
Corina Pascu and
Katarzyna Szkuta and
Ren{\'{e}} von Schomberg and
Athanasios Karalopoulos and
Konstantinos Repanas and
Michel Schouppe},
title = {Open Science, Open Data, and Open Scholarship: European Policies to
Make Science Fit for the Twenty-First Century},
journal = {Frontiers Big Data},
volume = {2},
pages = {43},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00043},
doi = {10.3389/FDATA.2019.00043},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/BurgelmanPSSKRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/CecillonLDL19,
author = {No{\'{e}} Cecillon and
Vincent Labatut and
Richard Dufour and
Georges Linar{\`{e}}s},
title = {Abusive Language Detection in Online Conversations by Combining Content-
and Graph-Based Features},
journal = {Frontiers Big Data},
volume = {2},
pages = {8},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00008},
doi = {10.3389/FDATA.2019.00008},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/CecillonLDL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ChenHLLYL19,
author = {Wen{-}Hao Chen and
Chin{-}Chi Hsu and
Yi{-}An Lai and
Vincent Liu and
Mi{-}Yen Yeh and
Shou{-}De Lin},
title = {Attribute-Aware Recommender System Based on Collaborative Filtering:
Survey and Classification},
journal = {Frontiers Big Data},
volume = {2},
pages = {49},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00049},
doi = {10.3389/FDATA.2019.00049},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ChenHLLYL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DasA19,
author = {Swarna Das and
Md Musfique Anwar},
title = {Discovering Topic-Oriented Highly Interactive Online Communities},
journal = {Frontiers Big Data},
volume = {2},
pages = {10},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00010},
doi = {10.3389/FDATA.2019.00010},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/DasA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DilmaghaniBPDB19,
author = {Saharnaz E. Dilmaghani and
Matthias R. Brust and
Apivadee Piyatumrong and
Gr{\'{e}}goire Danoy and
Pascal Bouvry},
title = {Link Definition Ameliorating Community Detection in Collaboration
Networks},
journal = {Frontiers Big Data},
volume = {2},
pages = {22},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00022},
doi = {10.3389/FDATA.2019.00022},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/DilmaghaniBPDB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DuffyVLGNG19,
author = {Kate Duffy and
Thomas Vandal and
Shuang Li and
Sangram Ganguly and
Ramakrishna R. Nemani and
Auroop R. Ganguly},
title = {DeepEmSat: Deep Emulation for Satellite Data Mining},
journal = {Frontiers Big Data},
volume = {2},
pages = {42},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00042},
doi = {10.3389/FDATA.2019.00042},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/DuffyVLGNG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Foffano0T19,
author = {Daniele Foffano and
Luca Rossi and
Andrea Torsello},
title = {You Can't See Me: Anonymizing Graphs Using the Szemer{\'{e}}di
Regularity Lemma},
journal = {Frontiers Big Data},
volume = {2},
pages = {7},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00007},
doi = {10.3389/FDATA.2019.00007},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Foffano0T19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GalassiK0ST19,
author = {Andrea Galassi and
Kristian Kersting and
Marco Lippi and
Xiaoting Shao and
Paolo Torroni},
title = {Neural-Symbolic Argumentation Mining: An Argument in Favor of Deep
Learning and Reasoning},
journal = {Frontiers Big Data},
volume = {2},
pages = {52},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00052},
doi = {10.3389/FDATA.2019.00052},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/GalassiK0ST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/GuvenA19,
author = {{\c{C}}i{\c{c}}ek G{\"{u}}ven and
Martin Atzmueller},
title = {Applying Answer Set Programming for Knowledge-Based Link Prediction
on Social Interaction Networks},
journal = {Frontiers Big Data},
volume = {2},
pages = {15},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00015},
doi = {10.3389/FDATA.2019.00015},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/GuvenA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Hanteer019,
author = {Obaida Hanteer and
Luca Rossi},
title = {An Innovative Way to Model Twitter Topic-Driven Interactions Using
Multiplex Networks},
journal = {Frontiers Big Data},
volume = {2},
pages = {9},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00009},
doi = {10.3389/FDATA.2019.00009},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Hanteer019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HartNMLHD19,
author = {Gregory R. Hart and
Bradley J. Nartowt and
Wazir Muhammad and
Ying Liang and
Gloria S. Huang and
Jun Deng},
title = {Stratifying Ovarian Cancer Risk Using Personal Health Data},
journal = {Frontiers Big Data},
volume = {2},
pages = {24},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00024},
doi = {10.3389/FDATA.2019.00024},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/HartNMLHD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HuangTHM19,
author = {Chieh{-}Yang Huang and
Hanghang Tong and
Jingrui He and
Ross Maciejewski},
title = {Location Prediction for Tweets},
journal = {Frontiers Big Data},
volume = {2},
pages = {5},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00005},
doi = {10.3389/FDATA.2019.00005},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/HuangTHM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/JacksonKJF19,
author = {Latifa Jackson and
Caitlin Kuhlman and
Fatimah Jackson and
P. Keolu Fox},
title = {Including Vulnerable Populations in the Assessment of Data From Vulnerable
Populations},
journal = {Frontiers Big Data},
volume = {2},
pages = {19},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00019},
doi = {10.3389/FDATA.2019.00019},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/JacksonKJF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/JeonLJ19,
author = {Hyeon{-}Ju Jeon and
O{-}Joun Lee and
Jason J. Jung},
title = {Is Performance of Scholars Correlated to Their Research Collaboration
Patterns?},
journal = {Frontiers Big Data},
volume = {2},
pages = {39},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00039},
doi = {10.3389/FDATA.2019.00039},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/JeonLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/JiaKCGWK19,
author = {Xiaowei Jia and
Ankush Khandelwal and
Kimberly Carlson and
James Gerber and
Paul C. West and
Vipin Kumar},
title = {Plantation Mapping in Southeast Asia},
journal = {Frontiers Big Data},
volume = {2},
pages = {46},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00046},
doi = {10.3389/FDATA.2019.00046},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/JiaKCGWK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KantarciogluF19,
author = {Murat Kantarcioglu and
Elena Ferrari},
title = {Research Challenges at the Intersection of Big Data, Security and
Privacy},
journal = {Frontiers Big Data},
volume = {2},
pages = {1},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00001},
doi = {10.3389/FDATA.2019.00001},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KantarciogluF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KraftJKRCR19,
author = {Basil Kraft and
Martin Jung and
Marco K{\"{o}}rner and
Christian Requena{-}Mesa and
Jos{\'{e}} Cort{\'{e}}s and
Markus Reichstein},
title = {Identifying Dynamic Memory Effects on Vegetation State Using Recurrent
Neural Networks},
journal = {Frontiers Big Data},
volume = {2},
pages = {31},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00031},
doi = {10.3389/FDATA.2019.00031},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/KraftJKRCR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KumarVSC19,
author = {Prem Kumar and
Puneet Verma and
Anurag Singh and
Hocine Cherifi},
title = {Choosing Optimal Seed Nodes in Competitive Contagion},
journal = {Frontiers Big Data},
volume = {2},
pages = {16},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00016},
doi = {10.3389/FDATA.2019.00016},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KumarVSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KurakawaSA19,
author = {Kei Kurakawa and
Yuan Sun and
Satoko Ando},
title = {Application of a Novel Subject Classification Scheme for a Bibliographic
Database Using a Data-Driven Correspondence},
journal = {Frontiers Big Data},
volume = {2},
pages = {48},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00048},
doi = {10.3389/FDATA.2019.00048},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KurakawaSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/LiYCH0FEPAF19,
author = {Heng{-}Hong Li and
Carole L. Yauk and
Renxiang Chen and
Daniel R. Hyduke and
Andrew Williams and
Roland Fr{\"{o}}tschl and
Heidrun Ellinger{-}Ziegelbauer and
Syril Pettit and
Jiri Aubrecht and
Albert J. Fornace Jr.},
title = {TGx-DDI, a Transcriptomic Biomarker for Genotoxicity Hazard Assessment
of Pharmaceuticals and Environmental Chemicals},
journal = {Frontiers Big Data},
volume = {2},
pages = {36},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00036},
doi = {10.3389/FDATA.2019.00036},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/LiYCH0FEPAF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MarkhamP19,
author = {Annette N. Markham and
Gabriel Pereira},
title = {Experimenting With Algorithms and Memory-Making: Lived Experience
and Future-Oriented Ethics in Critical Data Science},
journal = {Frontiers Big Data},
volume = {2},
pages = {35},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00035},
doi = {10.3389/FDATA.2019.00035},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MarkhamP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MihaljevicTSS19,
author = {Helena Mihaljevic and
Marco Tullney and
Luc{\'{\i}}a Santamar{\'{\i}}a and
Christian Steinfeldt},
title = {Reflections on Gender Analyses of Bibliographic Corpora},
journal = {Frontiers Big Data},
volume = {2},
pages = {29},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00029},
doi = {10.3389/FDATA.2019.00029},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/MihaljevicTSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MinaAMTSC19,
author = {Sara G. Mina and
Begum Alaybeyoglu and
William L. Murphy and
James A. Thomson and
Cynthia L. Stokes and
Murat Cirit},
title = {Assessment of Drug-Induced Toxicity Biomarkers in the Brain Microphysiological
System {(MPS)} Using Targeted and Untargeted Molecular Profiling},
journal = {Frontiers Big Data},
volume = {2},
pages = {23},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00023},
doi = {10.3389/FDATA.2019.00023},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MinaAMTSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Moore19,
author = {Jared Moore},
title = {{AI} for Not Bad},
journal = {Frontiers Big Data},
volume = {2},
pages = {32},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00032},
doi = {10.3389/FDATA.2019.00032},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Moore19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MortensenABPR19,
author = {Laura Quitzau Mortensen and
Kristoffer Andresen and
Jakob Burcharth and
Hans{-}Christian Pommergaard and
Jacob Rosenberg},
title = {Matching Cases and Controls Using SAS{\textregistered} Software},
journal = {Frontiers Big Data},
volume = {2},
pages = {4},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00004},
doi = {10.3389/FDATA.2019.00004},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MortensenABPR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/NganYWXRSH19,
author = {Deborah K. Ngan and
Lin Ye and
Leihong Wu and
Menghang Xia and
Anna Rossoshek and
Anton Simeonov and
Ruili Huang},
title = {Bioactivity Signatures of Drugs vs. Environmental Chemicals Revealed
by Tox21 High-Throughput Screening Assays},
journal = {Frontiers Big Data},
volume = {2},
pages = {50},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00050},
doi = {10.3389/FDATA.2019.00050},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/NganYWXRSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Olteanu00K19,
author = {Alexandra Olteanu and
Carlos Castillo and
Fernando Diaz and
Emre Kiciman},
title = {Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries},
journal = {Frontiers Big Data},
volume = {2},
pages = {13},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00013},
doi = {10.3389/FDATA.2019.00013},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Olteanu00K19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/PreoC19,
author = {Nicolo' Preo and
Enrico Capobianco},
title = {Significant {EHR} Feature-Driven {T2D} Inference: Predictive Machine
Learning and Networks},
journal = {Frontiers Big Data},
volume = {2},
pages = {30},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00030},
doi = {10.3389/FDATA.2019.00030},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/PreoC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/RaoGLHHMMBV19,
author = {Mohan S. Rao and
Rishi Gupta and
Michael J. Liguori and
Mufeng Hu and
Xin Huang and
Srinivasa R. Mantena and
Scott W. Mittelstadt and
Eric A. G. Blomme and
Terry R. Van Vleet},
title = {Novel Computational Approach to Predict Off-Target Interactions for
Small Molecules},
journal = {Frontiers Big Data},
volume = {2},
pages = {25},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00025},
doi = {10.3389/FDATA.2019.00025},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/RaoGLHHMMBV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SapienzaGF19,
author = {Anna Sapienza and
Palash Goyal and
Emilio Ferrara},
title = {Deep Neural Networks for Optimal Team Composition},
journal = {Frontiers Big Data},
volume = {2},
pages = {14},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00014},
doi = {10.3389/FDATA.2019.00014},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/SapienzaGF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SariyarS19,
author = {Murat Sariyar and
Irene Schl{\"{u}}nder},
title = {Challenges and Legal Gaps of Genetic Profiling in the Era of Big Data},
journal = {Frontiers Big Data},
volume = {2},
pages = {40},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00040},
doi = {10.3389/FDATA.2019.00040},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SariyarS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SenD19,
author = {Avradip Sen and
Linus W. Dietz},
title = {Identifying Travel Regions Using Location-Based Social Network Check-in
Data},
journal = {Frontiers Big Data},
volume = {2},
pages = {12},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00012},
doi = {10.3389/FDATA.2019.00012},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SenD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SodhaniQ019,
author = {Shagun Sodhani and
Meng Qu and
Jian Tang},
title = {Attending Over Triads for Learning Signed Network Embedding},
journal = {Frontiers Big Data},
volume = {2},
pages = {6},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00006},
doi = {10.3389/FDATA.2019.00006},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SodhaniQ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Stuivenvolt-Allen19,
author = {Jacob Stuivenvolt{-}Allen and
Simon S.{-}Y. Wang},
title = {Data Mining Climate Variability as an Indicator of {U.S.} Natural
Gas},
journal = {Frontiers Big Data},
volume = {2},
pages = {20},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00020},
doi = {10.3389/FDATA.2019.00020},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Stuivenvolt-Allen19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SuFCZW019,
author = {Hanting Su and
Zhuoya Fan and
Chen Cao and
Yi Zhang and
Shuo Wang and
Xiaofeng Meng},
title = {ScholarCitation: Chinese Scholar Citation Analysis Based on ScholarSpace
in the Field of Computer Science},
journal = {Frontiers Big Data},
volume = {2},
pages = {41},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00041},
doi = {10.3389/FDATA.2019.00041},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SuFCZW019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/SunGCPMASP19,
author = {Yan Sun and
Daniel S. Goll and
Philippe Ciais and
Shushi Peng and
Olga Margalef and
Dolores Asensio and
Jordi Sardans and
Josep Pe{\~{n}}uelas},
title = {Spatial Pattern and Environmental Drivers of Acid Phosphatase Activity
in Europe},
journal = {Frontiers Big Data},
volume = {2},
pages = {51},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00051},
doi = {10.3389/FDATA.2019.00051},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/SunGCPMASP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TanLH19,
author = {Qiaoyu Tan and
Ninghao Liu and
Xia Hu},
title = {Deep Representation Learning for Social Network Analysis},
journal = {Frontiers Big Data},
volume = {2},
pages = {2},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00002},
doi = {10.3389/FDATA.2019.00002},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/TanLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ThornhillMPB19,
author = {Calum Thornhill and
Quentin Meeus and
Jeroen Peperkamp and
Bettina Berendt},
title = {A Digital Nudge to Counter Confirmation Bias},
journal = {Frontiers Big Data},
volume = {2},
pages = {11},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00011},
doi = {10.3389/FDATA.2019.00011},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ThornhillMPB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ToshniwalSAM19,
author = {Durga Toshniwal and
Soumya Somani and
Rohit Aggarwal and
Preeti Malik},
title = {Global Awareness Landscape for Ailments - {A} Twitter Based Microscopic
View Into Thought Processes of People},
journal = {Frontiers Big Data},
volume = {2},
pages = {18},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00018},
doi = {10.3389/FDATA.2019.00018},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/ToshniwalSAM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Wang19,
author = {Kuansan Wang},
title = {Opportunities in Open Science With {AI}},
journal = {Frontiers Big Data},
volume = {2},
pages = {26},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00026},
doi = {10.3389/FDATA.2019.00026},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Wang19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WangSHWEDQKCR19,
author = {Kuansan Wang and
Zhihong Shen and
Chiyuan Huang and
Chieh{-}Han Wu and
Darrin Eide and
Yuxiao Dong and
Junjie Qian and
Anshul Kanakia and
Alvin Chen and
Richard Rogahn},
title = {A Review of Microsoft Academic Services for Science of Science Studies},
journal = {Frontiers Big Data},
volume = {2},
pages = {45},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00045},
doi = {10.3389/FDATA.2019.00045},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/WangSHWEDQKCR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Werner19,
author = {Martin Werner},
title = {Parallel Processing Strategies for Big Geospatial Data},
journal = {Frontiers Big Data},
volume = {2},
pages = {44},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00044},
doi = {10.3389/FDATA.2019.00044},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/Werner19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/XuLCM19,
author = {Qing Xu and
Jiawei Li and
Mingxiang Cai and
Timothy Mackey},
title = {Use of Machine Learning to Detect Wildlife Product Promotion and Sales
on Twitter},
journal = {Frontiers Big Data},
volume = {2},
pages = {28},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00028},
doi = {10.3389/FDATA.2019.00028},
timestamp = {Thu, 27 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/XuLCM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/YuRTL19,
author = {Ming Yu and
Karthikeyan Natesan Ramamurthy and
Addie M. Thompson and
Aur{\'{e}}lie C. Lozano},
title = {Simultaneous Parameter Learning and Bi-clustering for Multi-Response
Models},
journal = {Frontiers Big Data},
volume = {2},
pages = {27},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00027},
doi = {10.3389/FDATA.2019.00027},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/YuRTL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Zhang0S019,
author = {Yu Zhang and
Min Wang and
Morteza Saberi and
Elizabeth Chang},
title = {From Big Scholarly Data to Solution-Oriented Knowledge Repository},
journal = {Frontiers Big Data},
volume = {2},
pages = {38},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00038},
doi = {10.3389/FDATA.2019.00038},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Zhang0S019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/ZhouZXH19,
author = {Dawei Zhou and
Lecheng Zheng and
Jiejun Xu and
Jingrui He},
title = {Misc-GAN: {A} Multi-scale Generative Model for Graphs},
journal = {Frontiers Big Data},
volume = {2},
pages = {3},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00003},
doi = {10.3389/FDATA.2019.00003},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/ZhouZXH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Emmert-StreibYD18,
author = {Frank Emmert{-}Streib and
Olli P. Yli{-}Harja and
Matthias Dehmer},
title = {Data Analytics Applications for Streaming Data From Social Media:
What to Predict?},
journal = {Frontiers Big Data},
volume = {1},
pages = {2},
year = {2018},
url = {https://doi.org/10.3389/fdata.2018.00002},
doi = {10.3389/FDATA.2018.00002},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Emmert-StreibYD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/HarrisonDBK18,
author = {Elizabeth Harrison and
Caitlin N. Dreisbach and
Nada Basit and
Jessica Keim{-}Malpass},
title = {An Application of Data Mining Techniques to Explore Congressional
Lobbying Records for Patterns in Pediatric Special Interest Expenditures
Prior to the Affordable Care Act},
journal = {Frontiers Big Data},
volume = {1},
pages = {3},
year = {2018},
url = {https://doi.org/10.3389/fdata.2018.00003},
doi = {10.3389/FDATA.2018.00003},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/HarrisonDBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Hartung18,
author = {Thomas Hartung},
title = {Making Big Sense From Big Data},
journal = {Frontiers Big Data},
volume = {1},
pages = {5},
year = {2018},
url = {https://doi.org/10.3389/fdata.2018.00005},
doi = {10.3389/FDATA.2018.00005},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Hartung18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/JacksonYL18,
author = {Stuart Jackson and
Maha Yaqub and
Cheng{-}Xi Li},
title = {The Agile Deployment of Machine Learning Models in Healthcare},
journal = {Frontiers Big Data},
volume = {1},
pages = {7},
year = {2018},
url = {https://doi.org/10.3389/fdata.2018.00007},
doi = {10.3389/FDATA.2018.00007},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/JacksonYL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Kersting18,
author = {Kristian Kersting},
title = {Machine Learning and Artificial Intelligence: Two Fellow Travelers
on the Quest for Intelligent Behavior in Machines},
journal = {Frontiers Big Data},
volume = {1},
pages = {6},
year = {2018},
url = {https://doi.org/10.3389/fdata.2018.00006},
doi = {10.3389/FDATA.2018.00006},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Kersting18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/Liu18,
author = {Huan Liu},
title = {Beyond the Scale of Big Data},
journal = {Frontiers Big Data},
volume = {1},
pages = {1},
year = {2018},
url = {https://doi.org/10.3389/fdata.2018.00001},
doi = {10.3389/FDATA.2018.00001},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/Liu18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/PavanelloPACMMP18,
author = {Chiara Pavanello and
Marina Parolini and
Antonia Alberti and
Michele Carenini and
Paolo Maino and
Giuliana Mombelli and
Franco Pazzucconi and
Gianni Origgi and
Federica Orsi and
Maria Giovanna Trivella and
Laura Calabresi and
Renata De Maria},
title = {Systematic Lab Knowledge Integration for Management of Lipid Excess
in High-Risk Patients: Rationale and Design of the {SKIM} {LEAN} Project},
journal = {Frontiers Big Data},
volume = {1},
pages = {4},
year = {2018},
url = {https://doi.org/10.3389/fdata.2018.00004},
doi = {10.3389/FDATA.2018.00004},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/PavanelloPACMMP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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