Frontiers in Big Data

Original Research

Published on 15 Jun 2021

Comprehensive Data Integration Approach to Assess Immune Responses and Correlates of RTS,S/AS01-Mediated Protection From Malaria Infection in Controlled Human Malaria Infection Trials

in Medicine and Public Health

William Chad Young
Lindsay N. Carpp
Sidhartha Chaudhury
Jason A. Regules
Elke S. Bergmann-Leitner
Christian Ockenhouse
Ulrike Wille-Reece
Allan C. deCamp
Ellis Hughes
Celia Mahoney

Frontiers in Big Data

doi 10.3389/fdata.2021.672460

8,370 views
17 citations

Original Research

Published on 10 Jun 2021

Measuring Urban Vibrancy of Residential Communities Using Big Crowdsourced Geotagged Data

in Data Mining and Management

Pengyang Wang
Kunpeng Liu
Dongjie Wang
Yanjie Fu

Frontiers in Big Data

doi 10.3389/fdata.2021.690970

6,947 views
17 citations

Original Research

Published on 07 Jun 2021

CutLang v2: Advances in a Runtime-Interpreted Analysis Description Language for HEP Data

in Big Data and AI in High Energy Physics

G. Unel
S. Sekmen
A. M. Toon
B. Gokturk
B. Orgen
A. Paul
N. Ravel
J. Setpal

Frontiers in Big Data

doi 10.3389/fdata.2021.659986

4,486 views
2 citations

Original Research

Published on 04 Jun 2021

Development of An Individualized Risk Prediction Model for COVID-19 Using Electronic Health Record Data

in Medicine and Public Health

Tarun Karthik Kumar Mamidi
Thi K. Tran-Nguyen
Ryan L. Melvin
Elizabeth A. Worthey

Frontiers in Big Data

doi 10.3389/fdata.2021.675882

8,241 views
13 citations

Original Research

Published on 03 Jun 2021

A World Full of Stereotypes? Further Investigation on Origin and Gender Bias in Multi-Lingual Word Embeddings

in Data Mining and Management

Mascha Kurpicz-Briki
Tomaso Leoni

Frontiers in Big Data

doi 10.3389/fdata.2021.625290

8,746 views
5 citations

Original Research

Published on 03 Jun 2021

Enterprise Integration and Interoperability for Big Data-Driven Processes in the Frame of Industry 4.0

in Data Mining and Management

Alexandros Bousdekis
Gregoris Mentzas

Frontiers in Big Data

doi 10.3389/fdata.2021.644651

11,277 views
26 citations

Opinion

Published on 01 Jun 2021

Social Media Big Data: The Good, The Bad, and the Ugly (Un)truths

in Medicine and Public Health

Alton M. K. Chew
Dinesh Visva Gunasekeran

Frontiers in Big Data

doi 10.3389/fdata.2021.623794

30,359 views
23 citations

Original Research

Published on 31 May 2021

Housing Prices and the Skills Composition of Neighborhoods

in Big Data Networks

Shahad Althobaiti
Saud Alghumayjan
Morgan R. Frank
Esteban Moro
Ahmad Alabdulkareem
Alex Pentland

Frontiers in Big Data

doi 10.3389/fdata.2021.652153

5,841 views
2 citations

Original Research

Published on 26 May 2021

Interpretability of Machine Learning Solutions in Public Healthcare: The CRISP-ML Approach

in Medicine and Public Health

Inna Kolyshkina
Simeon Simoff

Frontiers in Big Data

doi 10.3389/fdata.2021.660206

16,023 views
54 citations

Original Research

Published on 26 May 2021

Search Engine Gender Bias

in Data Mining and Management

Fons Wijnhoven
Jeanna van Haren

Frontiers in Big Data

doi 10.3389/fdata.2021.622106

21,571 views
8 citations

Original Research

Published on 26 May 2021

Routing of Electric Vehicles With Intermediary Charging Stations: A Reinforcement Learning Approach

in Machine Learning and Artificial Intelligence

Marina Dorokhova
Christophe Ballif
Nicolas Wyrsch

Frontiers in Big Data

doi 10.3389/fdata.2021.586481

9,231 views
18 citations

Original Research

Published on 26 May 2021

Developing an Explainable Machine Learning-Based Personalised Dementia Risk Prediction Model: A Transfer Learning Approach With Ensemble Learning Algorithms

in Medicine and Public Health

Samuel O. Danso
Zhanhang Zeng
Graciela Muniz-Terrera
Craig W. Ritchie

Frontiers in Big Data

doi 10.3389/fdata.2021.613047

17,724 views
62 citations

Original Research

Published on 24 May 2021

Deep Graph Learning for Circuit Deobfuscation

in Data Mining and Management

Zhiqian Chen
Lei Zhang
Gaurav Kolhe
Hadi Mardani Kamali
Setareh Rafatirad
Sai Manoj Pudukotai Dinakarrao
Houman Homayoun
Chang-Tien Lu
Liang Zhao

Frontiers in Big Data

doi 10.3389/fdata.2021.608286

3,779 views
5 citations

Original Research

Published on 21 May 2021

Functional Structure in Production Networks

in Big Data Networks

Carolina E. S. Mattsson
Frank W. Takes
Eelke M. Heemskerk
Cees Diks
Gert Buiten
Albert Faber
Peter M. A. Sloot

Frontiers in Big Data

doi 10.3389/fdata.2021.666712

10,515 views
13 citations

Original Research

Published on 20 May 2021

Inter-Cohort Validation of SuStaIn Model for Alzheimer’s Disease

in Medicine and Public Health

Damiano Archetti
Alexandra L. Young
Neil P. Oxtoby
Daniel Ferreira
Gustav Mårtensson
Eric Westman
Daniel C. Alexander
Giovanni B. Frisoni
Alberto Redolfi
for Alzheimer’s Disease Neuroimaging Initiative and EuroPOND Consortium

Frontiers in Big Data

doi 10.3389/fdata.2021.661110

10,633 views
26 citations

Original Research

Published on 18 May 2021

Evaluating the Effectiveness of Personalized Medicine With Software

in Medicine and Public Health

Adam Kapelner
Justin Bleich
Alina Levine
Zachary D. Cohen
Robert J. DeRubeis
Richard Berk

Frontiers in Big Data

doi 10.3389/fdata.2021.572532

9,899 views
17 citations

Original Research

Published on 14 May 2021

Requirements for a Dashboard to Support Quality Improvement Teams in Pain Management

in Medicine and Public Health

Jeremy Opie
Maura Bellio
Rachel Williams
Maya Sussman
Petra Voegele
John Welch
Ann Blandford

Frontiers in Big Data

doi 10.3389/fdata.2021.654914

7,170 views
8 citations

Review

Published on 13 May 2021

Data Consistency for Data-Driven Smart Energy Assessment

in Data Mining and Management

Gianfranco Chicco

Frontiers in Big Data

doi 10.3389/fdata.2021.683682

5,736 views
5 citations

Original Research

Published on 13 May 2021

Up-to-the-Minute Privacy Policies via Gossips in Participatory Epidemiological Studies

in Medicine and Public Health

Aakash Sharma
Thomas Bye Nilsen
Katja Pauline Czerwinska
Daria Onitiu
Lars Brenna
Dag Johansen
Håvard D. Johansen

Frontiers in Big Data

doi 10.3389/fdata.2021.624424

4,017 views
4 citations

Original Research

Published on 11 May 2021

Increasing the Execution Speed of Containerized Analysis Workflows Using an Image Snapshotter in Combination With CVMFS

in Big Data and AI in High Energy Physics

Simone Mosciatti
Clemens Lange
Jakob Blomer

Frontiers in Big Data

doi 10.3389/fdata.2021.673163

3,916 views
3 citations

Original Research

Published on 07 May 2021

Scalable Declarative HEP Analysis Workflows for Containerised Compute Clouds

in Big Data and AI in High Energy Physics

Tibor Šimko
Lukas Alexander Heinrich
Clemens Lange
Adelina Eleonora Lintuluoto
Danika Marina MacDonell
Audrius Mečionis
Diego Rodríguez Rodríguez
Parth Shandilya
Marco Vidal García

Frontiers in Big Data

doi 10.3389/fdata.2021.661501

4,991 views
4 citations

Original Research

Published on 05 May 2021

Iowa Urban FEWS: Integrating Social and Biophysical Models for Exploration of Urban Food, Energy, and Water Systems

in Data-driven Climate Sciences

Jan Thompson
Baskar Ganapathysubramanian
Wei Chen
Michael Dorneich
Philip Gassman
Caroline Krejci
Matthew Liebman
Ajay Nair
Ulrike Passe
Nicholas Schwab

Frontiers in Big Data

doi 10.3389/fdata.2021.662186

5,975 views
16 citations

Original Research

Published on 04 May 2021

Association vs. Prediction: The Impact of Cortical Surface Smoothing and Parcellation on Brain Age

in Medicine and Public Health

Yashar Zeighami
Alan C. Evans

Frontiers in Big Data

doi 10.3389/fdata.2021.637724

4,281 views
12 citations

Original Research

Published on 04 May 2021

MARGIN: Uncovering Deep Neural Networks Using Graph Signal Analysis

in Machine Learning and Artificial Intelligence

Rushil Anirudh
Jayaraman J. Thiagarajan
Rahul Sridhar
Peer-Timo Bremer

Frontiers in Big Data

doi 10.3389/fdata.2021.589417

3,461 views

702 articles

articles

Comprehensive Data Integration Approach to Assess Immune Responses and Correlates of RTS,S/AS01-Mediated Protection From Malaria Infection in Controlled Human Malaria Infection Trials

Measuring Urban Vibrancy of Residential Communities Using Big Crowdsourced Geotagged Data

CutLang v2: Advances in a Runtime-Interpreted Analysis Description Language for HEP Data

Development of An Individualized Risk Prediction Model for COVID-19 Using Electronic Health Record Data

A World Full of Stereotypes? Further Investigation on Origin and Gender Bias in Multi-Lingual Word Embeddings

Enterprise Integration and Interoperability for Big Data-Driven Processes in the Frame of Industry 4.0

Social Media Big Data: The Good, The Bad, and the Ugly (Un)truths

Housing Prices and the Skills Composition of Neighborhoods

Interpretability of Machine Learning Solutions in Public Healthcare: The CRISP-ML Approach

Search Engine Gender Bias

Routing of Electric Vehicles With Intermediary Charging Stations: A Reinforcement Learning Approach

Developing an Explainable Machine Learning-Based Personalised Dementia Risk Prediction Model: A Transfer Learning Approach With Ensemble Learning Algorithms

Deep Graph Learning for Circuit Deobfuscation

Functional Structure in Production Networks

Inter-Cohort Validation of SuStaIn Model for Alzheimer’s Disease

Evaluating the Effectiveness of Personalized Medicine With Software

Requirements for a Dashboard to Support Quality Improvement Teams in Pain Management

Data Consistency for Data-Driven Smart Energy Assessment

Up-to-the-Minute Privacy Policies via Gossips in Participatory Epidemiological Studies

Increasing the Execution Speed of Containerized Analysis Workflows Using an Image Snapshotter in Combination With CVMFS

Scalable Declarative HEP Analysis Workflows for Containerised Compute Clouds

Iowa Urban FEWS: Integrating Social and Biophysical Models for Exploration of Urban Food, Energy, and Water Systems

Association vs. Prediction: The Impact of Cortical Surface Smoothing and Parcellation on Brain Age

MARGIN: Uncovering Deep Neural Networks Using Graph Signal Analysis