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@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 = {Tue, 07 May 2024 01:00:00 +0200},
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 = {Tue, 07 May 2024 01:00:00 +0200},
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 = {Tue, 07 May 2024 01:00:00 +0200},
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 = {Tue, 07 May 2024 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 = {Sun, 28 Apr 2024 01:00:00 +0200},
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 = {Tue, 30 Apr 2024 01:00:00 +0200},
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}
}
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