Frontiers in Big Data

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

4,819 views
5 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

4,857 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

4,358 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

17,856 views
45 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

6,929 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

10,201 views
12 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

3,413 views
21 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

3,345 views
4 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

3,673 views
15 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

4,825 views
4 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

33,997 views
11 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

4,881 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

59,835 views
198 citations

Original Research

Published on 06 Jul 2021

An Opinion Facilitator for Online News Media

Tom Willaert
Paul Van Eecke
Jeroen Van Soest
Katrien Beuls

Frontiers in Big Data

doi 10.3389/fdata.2021.695667

3,518 views
4 citations

Original Research

Published on 06 Jul 2021

Marginalizing the Mainstream: How Social Media Privilege Political Information

Richard Rogers

Frontiers in Big Data

doi 10.3389/fdata.2021.689036

15,900 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

Livia van Vliet

Frontiers in Big Data

doi 10.3389/fdata.2021.699653

5,903 views
7 citations

Review

Published on 01 Jul 2021

Principles and Practice of Explainable Machine Learning

Vaishak Belle
Ioannis Papantonis

Frontiers in Big Data

doi 10.3389/fdata.2021.688969

77,787 views
608 citations

Editorial

Published on 01 Jul 2021

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

Daniele D’Agostino
Daniele Cesini

Frontiers in Big Data

doi 10.3389/fdata.2021.652881

3,290 views
5 citations

Original Research

Published on 29 Jun 2021

Holdout-Based Empirical Assessment of Mixed-Type Synthetic Data

Michael Platzer
Thomas Reutterer

Frontiers in Big Data

doi 10.3389/fdata.2021.679939

9,321 views
41 citations

Original Research

Published on 29 Jun 2021

Understanding Cybersecurity Threat Trends Through Dynamic Topic Modeling

Jennifer Sleeman
Tim Finin
Milton Halem

Frontiers in Big Data

doi 10.3389/fdata.2021.601529

7,324 views
14 citations

Original Research

Published on 25 Jun 2021

Porting HEP Parameterized Calorimeter Simulation Code to GPUs

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

Frontiers in Big Data

doi 10.3389/fdata.2021.665783

3,414 views
8 citations

Original Research

Published on 24 Jun 2021

Interactive Web-Based Visualization of Multidimensional Physical and Astronomical Data

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

Frontiers in Big Data

doi 10.3389/fdata.2021.626998

4,310 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

Reiner Braun
Rushikesh Padsala
Tahereh Malmir
Soufia Mohammadi
Ursula Eicker

Frontiers in Big Data

doi 10.3389/fdata.2021.662011

6,951 views
13 citations

Original Research

Published on 18 Jun 2021

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

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

6,466 views
9 citations

130 Publications

volumes

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

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

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

An Integrated Deep Network for Cancer Survival Prediction Using Omics Data

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

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

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