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

3,215 views
1 citation

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

6,523 views
11 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

7,143 views
4 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

7,348 views
18 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

26,426 views
18 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

4,417 views
2 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

7,670 views
9 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

12,190 views
32 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

16,578 views
6 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

14,996 views
40 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

2,844 views
4 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

7,825 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

8,178 views
20 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

7,704 views
8 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

5,851 views
4 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

4,053 views
3 citations

Navigation group

Articles

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

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

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

Search Engine Gender Bias

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