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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 = {Sun, 04 Aug 2024 01:00:00 +0200}, 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, 04 Aug 2024 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 = {Sun, 04 Aug 2024 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 = {Fri, 02 Aug 2024 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 = {Sun, 04 Aug 2024 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 = {Tue, 13 Aug 2024 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 = {Sun, 04 Aug 2024 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 S. 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, 10 Jul 2024 01:00:00 +0200}, 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 = {Sun, 04 Aug 2024 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 = {Sun, 04 Aug 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 = {Sun, 04 Aug 2024 01:00:00 +0200}, 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 = {Fri, 02 Aug 2024 01:00:00 +0200}, 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, 05 Aug 2024 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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