volumes

Volume 4 - 2021

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

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

Frontiers in Big Data

doi 10.3389/fdata.2021.613047

18,179 views
64 citations

Original Research

Published on 24 May 2021

Deep Graph Learning for Circuit Deobfuscation

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

3,997 views
5 citations

Original Research

Published on 21 May 2021

Functional Structure in Production 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

10,819 views
13 citations

Original Research

Published on 20 May 2021

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

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

11,113 views
26 citations

Original Research

Published on 18 May 2021

Evaluating the Effectiveness of Personalized Medicine With Software

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

Frontiers in Big Data

doi 10.3389/fdata.2021.572532

10,475 views
17 citations

Original Research

Published on 14 May 2021

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

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

Frontiers in Big Data

doi 10.3389/fdata.2021.654914

7,570 views
9 citations

Original Research

Published on 13 May 2021

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

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

4,203 views
4 citations

Review

Published on 13 May 2021

Data Consistency for Data-Driven Smart Energy Assessment

Gianfranco Chicco

Frontiers in Big Data

doi 10.3389/fdata.2021.683682

6,061 views
5 citations

Original Research

Published on 11 May 2021

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

Simone Mosciatti
Clemens Lange
Jakob Blomer

Frontiers in Big Data

doi 10.3389/fdata.2021.673163

4,208 views
3 citations

Original Research

Published on 07 May 2021

Scalable Declarative HEP Analysis Workflows for Containerised Compute Clouds

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

5,300 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

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

6,207 views
16 citations

Original Research

Published on 04 May 2021

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

Yashar Zeighami
Alan C. Evans

Frontiers in Big Data

doi 10.3389/fdata.2021.637724

4,534 views
12 citations

Original Research

Published on 04 May 2021

MARGIN: Uncovering Deep Neural Networks Using Graph Signal Analysis

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

Frontiers in Big Data

doi 10.3389/fdata.2021.589417

3,719 views

Original Research

Published on 03 May 2021

Proving the Correctness of Knowledge Graph Update: A Scenario From Surveillance of Adverse Childhood Experiences

Jon Haël Brenas
Arash Shaban-Nejad

Frontiers in Big Data

doi 10.3389/fdata.2021.660101

5,376 views
3 citations

Perspective

Published on 22 Apr 2021

Data-Driven Computational Social Network Science: Predictive and Inferential Models for Web-Enabled Scientific Discoveries

Frank Emmert-Streib
Matthias Dehmer

Frontiers in Big Data

doi 10.3389/fdata.2021.591749

6,836 views
8 citations

Study Protocol

Published on 16 Apr 2021

Predicting Admissions From a Paediatric Emergency Department – Protocol for Developing and Validating a Low-Dimensional Machine Learning Prediction Model

Fiona Leonard
John Gilligan
Michael J. Barrett

Frontiers in Big Data

doi 10.3389/fdata.2021.643558

6,191 views
2 citations

Review

Published on 18 Mar 2021

Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect

Zheni Zeng
Chaojun Xiao
Yuan Yao
Ruobing Xie
Zhiyuan Liu
Fen Lin
Leyu Lin
Maosong Sun

Frontiers in Big Data

doi 10.3389/fdata.2021.602071

16,003 views
37 citations

Hypothesis and Theory

Published on 10 Mar 2021

User, Usage and Usability: Redefining Human Centric Cyber Security

Marthie Grobler
Raj Gaire
Surya Nepal

Frontiers in Big Data

doi 10.3389/fdata.2021.583723

35,246 views
77 citations

Review

Published on 09 Mar 2021

Sonographic Diagnosis of COVID-19: A Review of Image Processing for Lung Ultrasound

Conor McDermott
Maciej Łącki
Ben Sainsbury
Jessica Henry
Mihail Filippov
Carlos Rossa

Frontiers in Big Data

doi 10.3389/fdata.2021.612561

10,569 views
29 citations

Original Research

Published on 04 Mar 2021

A Framework for Contractual Graphs

Renita M. Murimi

Frontiers in Big Data

doi 10.3389/fdata.2021.603282

3,466 views

Technology and Code

Published on 15 Feb 2021

Named Data Networking for Genomics Data Management and Integrated Workflows

Cameron Ogle
David Reddick
Coleman McKnight
Tyler Biggs
Rini Pauly
Stephen P. Ficklin
F. Alex Feltus
Susmit Shannigrahi

Frontiers in Big Data

doi 10.3389/fdata.2021.582468

7,576 views
8 citations

Volume 3 - 2020

Original Research

Published on 29 Apr 2021

Detecting Group Anomalies in Tera-Scale Multi-Aspect Data via Dense-Subtensor Mining

Kijung Shin
Bryan Hooi
Jisu Kim
Christos Faloutsos

Frontiers in Big Data

doi 10.3389/fdata.2020.594302

4,242 views
5 citations

Original Research

Published on 18 Feb 2021

Subgroup Invariant Perturbation for Unbiased Pre-Trained Model Prediction

Puspita Majumdar
Saheb Chhabra
Richa Singh
Mayank Vatsa

Frontiers in Big Data

doi 10.3389/fdata.2020.590296

4,216 views
11 citations

Opinion

Published on 12 Feb 2021

A Policy and Practice Review of Consumer Protections and Their Application to Hospital-Sourced Data Aggregation and Analytics by Third-Party Companies

Vasiliki Rahimzadeh

Frontiers in Big Data

doi 10.3389/fdata.2020.603044

6,838 views
5 citations