Frontiers in Big Data

Opinion

Published on 30 Aug 2021

Towards Machine-Readable (Meta) Data and the FAIR Value for Artificial Intelligence Exploration of COVID-19 and Cancer Research Data

Maria Luiza. M. Campos
Eugênio Silva
Renato Cerceau
Sérgio Manuel Serra da Cruz
Fabricio A. B. Silva
Fábio. C. Gouveia
Rodrigo Jardim
Nelson Kotowski
Giseli Rabello Lopes
Alberto. M. R. Dávila

Frontiers in Big Data

doi 10.3389/fdata.2021.656553

3,341 views

Original Research

Published on 27 Aug 2021

Computer Vision for Continuous Bedside Pharmacological Data Extraction: A Novel Application of Artificial Intelligence for Clinical Data Recording and Biomedical Research

Logan Froese
Joshua Dian
Carleen Batson
Alwyn Gomez
Amanjyot Singh Sainbhi
Bertram Unger
Frederick A. Zeiler

Frontiers in Big Data

doi 10.3389/fdata.2021.689358

5,400 views
12 citations

Original Research

Published on 27 Aug 2021

Unified Representation of Twitter and Online News Using Graph and Entities

Munira Syed
Daheng Wang
Meng Jiang
Oliver Conway
Vishal Juneja
Sriram Subramanian
Nitesh V. Chawla

Frontiers in Big Data

doi 10.3389/fdata.2021.699070

4,441 views
2 citations

Original Research

Published on 26 Aug 2021

Structural Compression of Convolutional Neural Networks with Applications in Interpretability

Reza Abbasi-Asl
Bin Yu

Frontiers in Big Data

doi 10.3389/fdata.2021.704182

6,805 views
17 citations

Original Research

Published on 25 Aug 2021

A Predictive Maintenance Model for Flexible Manufacturing in the Context of Industry 4.0

Go Muan Sang
Lai Xu
Paul de Vrieze

Frontiers in Big Data

doi 10.3389/fdata.2021.663466

22,335 views
50 citations

Original Research

Published on 24 Aug 2021

Benchmarking of Data-Driven Causality Discovery Approaches in the Interactions of Arctic Sea Ice and Atmosphere

Yiyi Huang
Matthäus Kleindessner
Alexey Munishkin
Debvrat Varshney
Pei Guo
Jianwu Wang

Frontiers in Big Data

doi 10.3389/fdata.2021.642182

9,427 views
26 citations

Methods

Published on 20 Aug 2021

Disease Modelling of Cognitive Outcomes and Biomarkers in the European Prevention of Alzheimer’s Dementia Longitudinal Cohort

James Howlett
Steven M. Hill
Craig W. Ritchie
Brian D. M. Tom

Frontiers in Big Data

doi 10.3389/fdata.2021.676168

6,521 views
7 citations

Original Research

Published on 12 Aug 2021

A Policy-Driven Approach to Secure Extraction of COVID-19 Data From Research Papers

Lavanya Elluri
Aritran Piplai
Anantaa Kotal
Anupam Joshi
Karuna Pande Joshi

Frontiers in Big Data

doi 10.3389/fdata.2021.701966

3,704 views
11 citations

Editorial

Published on 12 Aug 2021

Editorial: Ethical Machine Learning and Artificial Intelligence

Novi Quadrianto
Björn W. Schuller
Finnian Rachel Lattimore

Frontiers in Big Data

doi 10.3389/fdata.2021.742589

4,450 views
3 citations

Original Research

Published on 10 Aug 2021

On the Vernacular Language Games of an Antagonistic Online Subculture

Stijn Peeters
Marc Tuters
Tom Willaert
Daniël de Zeeuw

Frontiers in Big Data

doi 10.3389/fdata.2021.718368

30,355 views
22 citations

Editorial

Published on 06 Aug 2021

Editorial: Safe and Trustworthy Machine Learning

Bhavya Kailkhura
Pin-Yu Chen
Xue Lin
Bo Li

Frontiers in Big Data

doi 10.3389/fdata.2021.731605

4,019 views

Original Research

Published on 05 Aug 2021

A Multi-Study Model-Based Evaluation of the Sequence of Imaging and Clinical Biomarker Changes in Huntington’s Disease

Peter A. Wijeratne
Eileanoir B. Johnson
Sarah Gregory
Nellie Georgiou-Karistianis
Jane S. Paulsen
Rachael I. Scahill
Sarah J. Tabrizi
Daniel C. Alexander

Frontiers in Big Data

doi 10.3389/fdata.2021.662200

5,298 views
6 citations

Editorial

Published on 05 Aug 2021

Editorial: Innovative Analysis Ecosystems for HEP Data

Sezen Sekmen
Gian Michele Innocenti
Bo Jayatilaka

Frontiers in Big Data

doi 10.3389/fdata.2021.736105

4,970 views
1 citation

Original Research

Published on 30 Jul 2021

Differences Between MR Brain Region Segmentation Methods: Impact on Single-Subject Analysis

W. Huizinga
D. H. J. Poot
E. J. Vinke
F. Wenzel
E. E. Bron
N. Toussaint
C. Ledig
H. Vrooman
M. A. Ikram
W. J. Niessen

Frontiers in Big Data

doi 10.3389/fdata.2021.577164

4,504 views
4 citations

Original Research

Published on 29 Jul 2021

Conditional-GAN Based Data Augmentation for Deep Learning Task Classifier Improvement Using fNIRS Data

Sajila D. Wickramaratne
Md.Shaad Mahmud

Frontiers in Big Data

doi 10.3389/fdata.2021.659146

18,163 views
46 citations

Original Research

Published on 28 Jul 2021

Sequence-Based Explainable Hybrid Song Recommendation

Khalil Damak
Olfa Nasraoui
William Scott Sanders

Frontiers in Big Data

doi 10.3389/fdata.2021.693494

7,207 views
8 citations

Original Research

Published on 26 Jul 2021

Comparative Analysis of Energy Use and Greenhouse Gas Emission of Diesel and Electric Trucks for Food Distribution in Gowanus District of New York City

Raghul Elangovan
Ondrea Kanwhen
Ziqian Dong
Ahmed Mohamed
Roberto Rojas-Cessa

Frontiers in Big Data

doi 10.3389/fdata.2021.693820

10,434 views
12 citations

Original Research

Published on 26 Jul 2021

Flood Inundation Mapping with Limited Observations Based on Physics-Aware Topography Constraint

Arpan Man Sainju
Wenchong He
Zhe Jiang
Da Yan
Haiquan Chen

Frontiers in Big Data

doi 10.3389/fdata.2021.707951

3,446 views
5 citations

Brief Research Report

Published on 26 Jul 2021

COVID-19 as a Research Dynamic Transformer: Emerging Cross-Disciplinary and National Characteristics

Ryosuke L. Ohniwa
Joji Kijima
Mizuho Fukushige
Osamu Ohneda

Frontiers in Big Data

doi 10.3389/fdata.2021.631073

3,552 views
21 citations

Original Research

Published on 16 Jul 2021

An Integrated Deep Network for Cancer Survival Prediction Using Omics Data

Hamid Reza Hassanzadeh
May D. Wang

Frontiers in Big Data

doi 10.3389/fdata.2021.568352

3,877 views
15 citations

Original Research

Published on 14 Jul 2021

Usability of End-to-End Encryption in E-Mail Communication

Adrian Reuter
Ahmed Abdelmaksoud
Karima Boudaoud
Marco Winckler

Frontiers in Big Data

doi 10.3389/fdata.2021.568284

34,430 views
11 citations

Original Research

Published on 14 Jul 2021

Structure of the Region-Technology Network as a Driver for Technological Innovation

Dion R. J. O’Neale
Shaun C. Hendy
Demival Vasques Filho

Frontiers in Big Data

doi 10.3389/fdata.2021.689310

4,982 views
4 citations

Editorial

Published on 12 Jul 2021

Editorial: ML and AI Safety, Effectiveness and Explainability in Healthcare

David Benrimoh
Sonia Israel
Robert Fratila
Caitrin Armstrong
Kelly Perlman
Ariel Rosenfeld
Adam Kapelner

Frontiers in Big Data

doi 10.3389/fdata.2021.727856

5,041 views
17 citations

Original Research

Published on 08 Jul 2021

A Benchmark for Data Imputation Methods

Sebastian Jäger
Arndt Allhorn
Felix Bießmann

Frontiers in Big Data

doi 10.3389/fdata.2021.693674

61,174 views
203 citations

715 Publications

volumes

Volume 4 - 2021

Towards Machine-Readable (Meta) Data and the FAIR Value for Artificial Intelligence Exploration of COVID-19 and Cancer Research Data

Computer Vision for Continuous Bedside Pharmacological Data Extraction: A Novel Application of Artificial Intelligence for Clinical Data Recording and Biomedical Research

Unified Representation of Twitter and Online News Using Graph and Entities

Structural Compression of Convolutional Neural Networks with Applications in Interpretability

A Predictive Maintenance Model for Flexible Manufacturing in the Context of Industry 4.0

Benchmarking of Data-Driven Causality Discovery Approaches in the Interactions of Arctic Sea Ice and Atmosphere

Disease Modelling of Cognitive Outcomes and Biomarkers in the European Prevention of Alzheimer’s Dementia Longitudinal Cohort

A Policy-Driven Approach to Secure Extraction of COVID-19 Data From Research Papers

Editorial: Ethical Machine Learning and Artificial Intelligence

On the Vernacular Language Games of an Antagonistic Online Subculture

Editorial: Safe and Trustworthy Machine Learning

A Multi-Study Model-Based Evaluation of the Sequence of Imaging and Clinical Biomarker Changes in Huntington’s Disease

Editorial: Innovative Analysis Ecosystems for HEP Data

Differences Between MR Brain Region Segmentation Methods: Impact on Single-Subject Analysis

Conditional-GAN Based Data Augmentation for Deep Learning Task Classifier Improvement Using fNIRS Data

Sequence-Based Explainable Hybrid Song Recommendation

Comparative Analysis of Energy Use and Greenhouse Gas Emission of Diesel and Electric Trucks for Food Distribution in Gowanus District of New York City

Flood Inundation Mapping with Limited Observations Based on Physics-Aware Topography Constraint

COVID-19 as a Research Dynamic Transformer: Emerging Cross-Disciplinary and National Characteristics

An Integrated Deep Network for Cancer Survival Prediction Using Omics Data

Usability of End-to-End Encryption in E-Mail Communication

Structure of the Region-Technology Network as a Driver for Technological Innovation

Editorial: ML and AI Safety, Effectiveness and Explainability in Healthcare

A Benchmark for Data Imputation Methods