Frontiers in Big Data

Original Research

Published on 30 Jul 2021

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

in Medicine and Public Health

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

4,286 views
4 citations

Original Research

Published on 29 Jul 2021

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

in Medicine and Public Health

Sajila D. Wickramaratne
Md.Shaad Mahmud

Frontiers in Big Data

doi 10.3389/fdata.2021.659146

17,672 views
45 citations

Original Research

Published on 28 Jul 2021

Sequence-Based Explainable Hybrid Song Recommendation

in Data Mining and Management

Khalil Damak
Olfa Nasraoui
William Scott Sanders

Frontiers in Big Data

doi 10.3389/fdata.2021.693494

6,793 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

in Data-driven Climate Sciences

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

Frontiers in Big Data

doi 10.3389/fdata.2021.693820

10,092 views
12 citations

Original Research

Published on 26 Jul 2021

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

in Data Mining and Management

Arpan Man Sainju
Wenchong He
Zhe Jiang
Da Yan
Haiquan Chen

Frontiers in Big Data

doi 10.3389/fdata.2021.707951

3,274 views
3 citations

Brief Research Report

Published on 26 Jul 2021

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

in Medicine and Public Health

Ryosuke L. Ohniwa
Joji Kijima
Mizuho Fukushige
Osamu Ohneda

Frontiers in Big Data

doi 10.3389/fdata.2021.631073

3,355 views
21 citations

Original Research

Published on 16 Jul 2021

An Integrated Deep Network for Cancer Survival Prediction Using Omics Data

in Medicine and Public Health

Hamid Reza Hassanzadeh
May D. Wang

Frontiers in Big Data

doi 10.3389/fdata.2021.568352

3,593 views
15 citations

Original Research

Published on 14 Jul 2021

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

in Cybersecurity and Privacy

Adrian Reuter
Ahmed Abdelmaksoud
Karima Boudaoud
Marco Winckler

Frontiers in Big Data

doi 10.3389/fdata.2021.568284

33,857 views
11 citations

Original Research

Published on 14 Jul 2021

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

in Big Data Networks

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

Frontiers in Big Data

doi 10.3389/fdata.2021.689310

4,722 views
4 citations

Editorial

Published on 12 Jul 2021

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

in Medicine and Public Health

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

Frontiers in Big Data

doi 10.3389/fdata.2021.727856

4,814 views
17 citations

Original Research

Published on 08 Jul 2021

A Benchmark for Data Imputation Methods

in Data Mining and Management

Sebastian Jäger
Arndt Allhorn
Felix Bießmann

Frontiers in Big Data

doi 10.3389/fdata.2021.693674

59,361 views
196 citations

Original Research

Published on 06 Jul 2021

An Opinion Facilitator for Online News Media

in Big Data Networks

Tom Willaert
Paul Van Eecke
Jeroen Van Soest
Katrien Beuls

Frontiers in Big Data

doi 10.3389/fdata.2021.695667

3,468 views
4 citations

Original Research

Published on 06 Jul 2021

Marginalizing the Mainstream: How Social Media Privilege Political Information

in Big Data Networks

Richard Rogers

Frontiers in Big Data

doi 10.3389/fdata.2021.689036

15,636 views
22 citations

Original Research

Published on 01 Jul 2021

Moral Expressions in 280 Characters or Less: An Analysis of Politician Tweets Following the 2016 Brexit Referendum Vote

in Big Data Networks

Livia van Vliet

Frontiers in Big Data

doi 10.3389/fdata.2021.699653

5,819 views
7 citations

Review

Published on 01 Jul 2021

Principles and Practice of Explainable Machine Learning

in Data Mining and Management

Vaishak Belle
Ioannis Papantonis

Frontiers in Big Data

doi 10.3389/fdata.2021.688969

77,278 views
602 citations

Editorial

Published on 01 Jul 2021

Editorial: Heterogeneous Computing for AI and Big Data in High Energy Physics

in Big Data and AI in High Energy Physics

Daniele D’Agostino
Daniele Cesini

Frontiers in Big Data

doi 10.3389/fdata.2021.652881

3,239 views
5 citations

Original Research

Published on 29 Jun 2021

Holdout-Based Empirical Assessment of Mixed-Type Synthetic Data

in Cybersecurity and Privacy

Michael Platzer
Thomas Reutterer

Frontiers in Big Data

doi 10.3389/fdata.2021.679939

9,206 views
40 citations

Original Research

Published on 29 Jun 2021

Understanding Cybersecurity Threat Trends Through Dynamic Topic Modeling

in Cybersecurity and Privacy

Jennifer Sleeman
Tim Finin
Milton Halem

Frontiers in Big Data

doi 10.3389/fdata.2021.601529

7,260 views
13 citations

Original Research

Published on 25 Jun 2021

Porting HEP Parameterized Calorimeter Simulation Code to GPUs

in Big Data and AI in High Energy Physics

Zhihua Dong
Heather Gray
Charles Leggett
Meifeng Lin
Vincent R. Pascuzzi
Kwangmin Yu

Frontiers in Big Data

doi 10.3389/fdata.2021.665783

3,342 views
8 citations

Original Research

Published on 24 Jun 2021

Interactive Web-Based Visualization of Multidimensional Physical and Astronomical Data

in Big Data and AI in High Energy Physics

Faruk Diblen
Luc Hendriks
Bob Stienen
Sascha Caron
Rena Bakhshi
Jisk Attema

Frontiers in Big Data

doi 10.3389/fdata.2021.626998

4,203 views
3 citations

Original Research

Published on 22 Jun 2021

Using 3D CityGML for the Modeling of the Food Waste and Wastewater Generation—A Case Study for the City of Montréal

in Data-driven Climate Sciences

Reiner Braun
Rushikesh Padsala
Tahereh Malmir
Soufia Mohammadi
Ursula Eicker

Frontiers in Big Data

doi 10.3389/fdata.2021.662011

6,890 views
13 citations

Original Research

Published on 18 Jun 2021

Public Perception of the Fifth Generation of Cellular Networks (5G) on Social Media

in Machine Learning and Artificial Intelligence

Kia Dashtipour
William Taylor
Shuja Ansari
Mandar Gogate
Adnan Zahid
Yusuf Sambo
Amir Hussain
Qammer H. Abbasi
Muhammad Ali Imran

Frontiers in Big Data

doi 10.3389/fdata.2021.640868

6,375 views
9 citations

Original Research

Published on 16 Jun 2021

Quantifying the Importance of Firms by Means of Reputation and Network Control

in Big Data Networks

Yan Zhang
Frank Schweitzer

Frontiers in Big Data

doi 10.3389/fdata.2021.652913

2,947 views

Original Research

Published on 16 Jun 2021

Deep Graph Mapper: Seeing Graphs Through the Neural Lens

in Machine Learning and Artificial Intelligence

Cristian Bodnar
Cătălina Cangea
Pietro Liò

Frontiers in Big Data

doi 10.3389/fdata.2021.680535

7,348 views
27 citations

702 articles

articles

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

An Opinion Facilitator for Online News Media

Marginalizing the Mainstream: How Social Media Privilege Political Information

Moral Expressions in 280 Characters or Less: An Analysis of Politician Tweets Following the 2016 Brexit Referendum Vote

Principles and Practice of Explainable Machine Learning

Editorial: Heterogeneous Computing for AI and Big Data in High Energy Physics

Holdout-Based Empirical Assessment of Mixed-Type Synthetic Data

Understanding Cybersecurity Threat Trends Through Dynamic Topic Modeling

Porting HEP Parameterized Calorimeter Simulation Code to GPUs

Interactive Web-Based Visualization of Multidimensional Physical and Astronomical Data

Using 3D CityGML for the Modeling of the Food Waste and Wastewater Generation—A Case Study for the City of Montréal

Public Perception of the Fifth Generation of Cellular Networks (5G) on Social Media

Quantifying the Importance of Firms by Means of Reputation and Network Control

Deep Graph Mapper: Seeing Graphs Through the Neural Lens