Frontiers in Big Data

Original Research

Published on 12 Sep 2022

A novel interpretable machine learning algorithm to identify optimal parameter space for cancer growth

in Medicine and Public Health

Helena Coggan
Helena Andres Terre
Pietro Liò

Frontiers in Big Data

doi 10.3389/fdata.2022.941451

3,291 views

Hypothesis and Theory

Published on 09 Sep 2022

Lethal autonomous weapon systems and respect for human dignity

in Cybersecurity and Privacy

Leonard Kahn

Frontiers in Big Data

doi 10.3389/fdata.2022.999293

10,381 views
2 citations

Original Research

Published on 09 Sep 2022

The ethics of AI-assisted warfighter enhancement research and experimentation: Historical perspectives and ethical challenges

in Cybersecurity and Privacy

Jonathan Moreno
Michael L. Gross
Jack Becker
Blake Hereth
Neil D. Shortland
Nicholas G. Evans

Frontiers in Big Data

doi 10.3389/fdata.2022.978734

12,271 views
15 citations

Brief Research Report

Published on 09 Sep 2022

Observation-based assessment of secondary water effects on seasonal vegetation decay across Africa

in Data-driven Climate Sciences

Çağlar Küçük
Sujan Koirala
Nuno Carvalhais
Diego G. Miralles
Markus Reichstein
Martin Jung

Frontiers in Big Data

doi 10.3389/fdata.2022.967477

3,026 views
1 citation

Original Research

Published on 08 Sep 2022

MetaOntology: Toward developing an ontology for the metaverse

in Data Mining and Management

Bilal Abu-Salih

Frontiers in Big Data

doi 10.3389/fdata.2022.998648

7,756 views
22 citations

Methods

Published on 30 Aug 2022

SemNet: Learning semantic attributes for human activity recognition with deep belief networks

in Data Science

Shanmuga Venkatachalam
Harideep Nair
Ming Zeng
Cathy Shunwen Tan
Ole J. Mengshoel
John Paul Shen

Frontiers in Big Data

doi 10.3389/fdata.2022.879389

3,104 views
2 citations

Perspective

Published on 30 Aug 2022

Zero party data between hype and hope

in Cybersecurity and Privacy

Andrea Polonioli

Frontiers in Big Data

doi 10.3389/fdata.2022.943372

6,633 views
6 citations

Perspective

Published on 29 Aug 2022

Lessons learned: A neuroimaging research center's transition to open and reproducible science

in Medicine and Public Health

Keith A. Bush
Maegan L. Calvert
Clinton D. Kilts

Frontiers in Big Data

doi 10.3389/fdata.2022.988084

4,223 views
10 citations

Review

Published on 19 Aug 2022

Toward data lakes as central building blocks for data management and analysis

in Data Mining and Management

Philipp Wieder
Hendrik Nolte

Frontiers in Big Data

doi 10.3389/fdata.2022.945720

14,307 views
21 citations

Mini Review

Published on 18 Aug 2022

Past efforts in determining suitable normalization methods for multi-criteria decision-making: A short survey

in Data Mining and Management

Anath Rau Krishnan

Frontiers in Big Data

doi 10.3389/fdata.2022.990699

5,836 views
24 citations

Original Research

Published on 17 Aug 2022

A multimodal clinical data resource for personalized risk assessment of sudden unexpected death in epilepsy

in Medicine and Public Health

Xiaojin Li
Shiqiang Tao
Samden D. Lhatoo
Licong Cui
Yan Huang
Johnson P. Hampson
Guo-Qiang Zhang

Frontiers in Big Data

doi 10.3389/fdata.2022.965715

5,044 views
10 citations

Original Research

Published on 11 Aug 2022

The semi-automatic classification of an open-ended question on panel survey motivation and its application in attrition analysis

in Data Science

Anna-Carolina Haensch
Bernd Weiß
Patricia Steins
Priscilla Chyrva
Katja Bitz

Frontiers in Big Data

doi 10.3389/fdata.2022.880554

5,134 views
12 citations

Original Research

Published on 03 Aug 2022

Do we behave differently on Twitter and Facebook: Multi-view social network user personality profiling for content recommendation

in Data Mining and Management

Qi Yang
Aleksandr Farseev
Sergey Nikolenko
Andrey Filchenkov

Frontiers in Big Data

doi 10.3389/fdata.2022.931206

6,152 views
14 citations

Original Research

Published on 01 Aug 2022

Repeatable enhancement of healthcare data with social determinants of health

in Data Mining and Management

Melody L. Greer
Cilia E. Zayas
Sudeepa Bhattacharyya

Frontiers in Big Data

doi 10.3389/fdata.2022.894598

4,882 views
1 citation

Community Case Study

Published on 27 Jul 2022

Deploying machine learning with messy, real world data in low- and middle-income countries: Developing a global health use case

in Machine Learning and Artificial Intelligence

Amy Finnegan
David D. Potenziani
Caroline Karutu
Irene Wanyana
Nicholas Matsiko
Cyrus Elahi
Nobert Mijumbi
Richard Stanley
Wayan Vota

Frontiers in Big Data

doi 10.3389/fdata.2022.553673

4,156 views
3 citations

Editorial

Published on 25 Jul 2022

Editorial: Scalable Network Generation & Analysis

in Big Data Networks

Philippe J. Giabbanelli
Samarth Swarup
Renaud Lambiotte
Giuseppe Mangioni

Frontiers in Big Data

doi 10.3389/fdata.2022.984256

2,126 views

Mini Review

Published on 22 Jul 2022

Fairness in Music Recommender Systems: A Stakeholder-Centered Mini Review

in Recommender Systems

Karlijn Dinnissen
Christine Bauer

Frontiers in Big Data

doi 10.3389/fdata.2022.913608

10,324 views
47 citations

Original Research

Published on 22 Jul 2022

Boosting Face Presentation Attack Detection in Multi-Spectral Videos Through Score Fusion of Wavelet Partition Images

in Cybersecurity and Privacy

Akshay Agarwal
Richa Singh
Mayank Vatsa
Afzel Noore

Frontiers in Big Data

doi 10.3389/fdata.2022.836749

4,029 views
8 citations

Editorial

Published on 19 Jul 2022

Editorial: Big Data and machine learning in cancer theranostics

in Medicine and Public Health

Fabricio Alves Barbosa da Silva
Jack Adam Tuszynski
Helder Nakaya
Channing J. Paller

Frontiers in Big Data

doi 10.3389/fdata.2022.972726

2,523 views
1 citation

Conceptual Analysis

Published on 18 Jul 2022

Identifying and addressing data asymmetries so as to enable (better) science

in Data Science

Stefaan Verhulst
Andrew Young

Frontiers in Big Data

doi 10.3389/fdata.2022.888384

6,870 views
12 citations

Original Research

Published on 18 Jul 2022

Two-Stage Voice Application Recommender System for Unhandled Utterances in Intelligent Personal Assistant

in Recommender Systems

Wei Xiao
Qian Hu
Thahir Mohamed
Zheng Gao
Xibin Gao
Radhika Arava
Mohamed AbdelHady

Frontiers in Big Data

doi 10.3389/fdata.2022.898050

3,624 views
2 citations

Systematic Review

Published on 14 Jul 2022

Ethics of AI in Radiology: A Review of Ethical and Societal Implications

in Medicine and Public Health

Melanie Goisauf
Mónica Cano Abadía

Frontiers in Big Data

doi 10.3389/fdata.2022.850383

27,197 views
89 citations

Original Research

Published on 08 Jul 2022

Network-Informed Constrained Divisive Pooled Testing Assignments

in Big Data Networks

Daniel K. Sewell

Frontiers in Big Data

doi 10.3389/fdata.2022.893760

2,269 views

Review

Published on 08 Jul 2022

Blockchain for Electronic Vaccine Certificates: More Cons Than Pros?

in Medicine and Public Health

Raphaëlle Toubiana
Millie Macdonald
Sivananda Rajananda
Tale Lokvenec
Thomas C. Kingsley
Santiago Romero-Brufau

Frontiers in Big Data

doi 10.3389/fdata.2022.833196

6,337 views
7 citations

714 articles

articles

A novel interpretable machine learning algorithm to identify optimal parameter space for cancer growth

Lethal autonomous weapon systems and respect for human dignity

The ethics of AI-assisted warfighter enhancement research and experimentation: Historical perspectives and ethical challenges

Observation-based assessment of secondary water effects on seasonal vegetation decay across Africa

MetaOntology: Toward developing an ontology for the metaverse

SemNet: Learning semantic attributes for human activity recognition with deep belief networks

Zero party data between hype and hope

Lessons learned: A neuroimaging research center's transition to open and reproducible science

Toward data lakes as central building blocks for data management and analysis

Past efforts in determining suitable normalization methods for multi-criteria decision-making: A short survey

A multimodal clinical data resource for personalized risk assessment of sudden unexpected death in epilepsy

The semi-automatic classification of an open-ended question on panel survey motivation and its application in attrition analysis

Do we behave differently on Twitter and Facebook: Multi-view social network user personality profiling for content recommendation

Repeatable enhancement of healthcare data with social determinants of health

Deploying machine learning with messy, real world data in low- and middle-income countries: Developing a global health use case

Editorial: Scalable Network Generation & Analysis

Fairness in Music Recommender Systems: A Stakeholder-Centered Mini Review

Boosting Face Presentation Attack Detection in Multi-Spectral Videos Through Score Fusion of Wavelet Partition Images

Editorial: Big Data and machine learning in cancer theranostics

Identifying and addressing data asymmetries so as to enable (better) science

Two-Stage Voice Application Recommender System for Unhandled Utterances in Intelligent Personal Assistant

Ethics of AI in Radiology: A Review of Ethical and Societal Implications

Network-Informed Constrained Divisive Pooled Testing Assignments

Blockchain for Electronic Vaccine Certificates: More Cons Than Pros?