Frontiers in Big Data

Original Research

Published on 18 Mar 2024

The impact of comorbidities and economic inequality on COVID-19 mortality in Mexico: a machine learning approach

in Medicine and Public Health

Jorge Méndez-Astudillo

Frontiers in Big Data

doi 10.3389/fdata.2024.1298029

3,418 views
3 citations

Brief Research Report

Published on 13 Mar 2024

Data pipeline for real-time energy consumption data management and prediction

in Data Mining and Management

Jeonghwan Im
Jaekyu Lee
Somin Lee
Hyuk-Yoon Kwon

Frontiers in Big Data

doi 10.3389/fdata.2024.1308236

5,761 views
8 citations

Original Research

Published on 05 Mar 2024

Urban delineation through a prism of intraday commute patterns

in Big Data Networks

Yuri Bogomolov
Alexander Belyi
Stanislav Sobolevsky

Frontiers in Big Data

doi 10.3389/fdata.2024.1356116

2,591 views
3 citations

Methods

Published on 01 Mar 2024

A scalable MapReduce-based design of an unsupervised entity resolution system

in Data Mining and Management

Nicholas Kofi Akortia Hagan
John R. Talburt
Kris E. Anderson
Deasia Hagan

Frontiers in Big Data

doi 10.3389/fdata.2024.1296552

2,659 views
1 citation

Original Research

Published on 01 Mar 2024

City composition and accessibility statistics in and around Paris

in Big Data Networks

Marie-Olive Thaury
Simon Genet
Léopold Maurice
Paola Tubaro
Sarah J. Berkemer

Frontiers in Big Data

doi 10.3389/fdata.2024.1354007

6,738 views
4 citations

Original Research

Published on 29 Feb 2024

Predicting risk of preterm birth in singleton pregnancies using machine learning algorithms

in Medicine and Public Health

Qiu-Yan Yu
Ying Lin
Yu-Run Zhou
Xin-Jun Yang
Joris Hemelaar

Frontiers in Big Data

doi 10.3389/fdata.2024.1291196

4,742 views
4 citations

Original Research

Published on 29 Feb 2024

Efficacy of federated learning on genomic data: a study on the UK Biobank and the 1000 Genomes Project

in Medicine and Public Health

Dmitry Kolobkov
Satyarth Mishra Sharma
Aleksandr Medvedev
Mikhail Lebedev
Egor Kosaretskiy
Ruslan Vakhitov

Frontiers in Big Data

doi 10.3389/fdata.2024.1266031

5,765 views
17 citations

Review

Published on 26 Feb 2024

Knowledge-based recommender systems: overview and research directions

in Recommender Systems

Mathias Uta
Alexander Felfernig
Viet-Man Le
Thi Ngoc Trang Tran
Damian Garber
Sebastian Lubos
Tamim Burgstaller

Frontiers in Big Data

doi 10.3389/fdata.2024.1304439

14,313 views
21 citations

Editorial

Published on 21 Feb 2024

Editorial: Internet of Medical Things and computational intelligence in healthcare 4.0

in Medicine and Public Health

Sujata Dash
Subhendu Kumar Pani
Wellington Pinheiro dos Santos

Frontiers in Big Data

doi 10.3389/fdata.2024.1368581

1,523 views
1 citation

Methods

Published on 21 Feb 2024

Optimizing multi-objective task scheduling in fog computing with GA-PSO algorithm for big data application

in Big Data Networks

Muhammad Saad
Rabia Noor Enam
Rehan Qureshi

Frontiers in Big Data

doi 10.3389/fdata.2024.1358486

5,920 views
22 citations

Editorial

Published on 21 Feb 2024

Editorial: Cyber security in the wake of fourth industrial revolution: opportunities and challenges

in Cybersecurity and Privacy

Elochukwu Ukwandu
Chaminda Hewage
Hanan Hindy

Frontiers in Big Data

doi 10.3389/fdata.2024.1369159

2,610 views
2 citations

Editorial

Published on 20 Feb 2024

Editorial: Big scientific data analytics on HPC and cloud

in Data Mining and Management

Jianwu Wang
Junqi Yin
Mai H. Nguyen
Jingbo Wang
Weijia Xu

Frontiers in Big Data

doi 10.3389/fdata.2024.1353988

1,858 views

Original Research

Published on 10 Jan 2024

Trends of the COVID-19 dynamics in 2022 and 2023 vs. the population age, testing and vaccination levels

in Medicine and Public Health

Igor Nesteruk

Frontiers in Big Data

doi 10.3389/fdata.2023.1355080

3,041 views
5 citations

Methods

Published on 08 Jan 2024

CTAB-GAN+: enhancing tabular data synthesis

in Data Science

Zilong Zhao
Aditya Kunar
Robert Birke
Hiek Van der Scheer
Lydia Y. Chen

Frontiers in Big Data

doi 10.3389/fdata.2023.1296508

12,719 views
92 citations

Original Research

Published on 08 Jan 2024

A novel approach to fake news classification using LSTM-based deep learning models

in Machine Learning and Artificial Intelligence

Halyna Padalko
Vasyl Chomko
Dmytro Chumachenko

Frontiers in Big Data

doi 10.3389/fdata.2023.1320800

11,402 views
41 citations

Methods

Published on 04 Jan 2024

Hybridization of long short-term memory neural network in fractional time series modeling of inflation

in Data Science

Erman Arif
Elin Herlinawati
Dodi Devianto
Mutia Yollanda
Dony Permana

Frontiers in Big Data

doi 10.3389/fdata.2023.1282541

3,918 views
5 citations

Original Research

Published on 22 Dec 2023

Criminal clickbait: a panel data analysis on the attractiveness of online advertisements offering stolen data

in Cybersecurity and Privacy

Renushka Madarie
Christianne de Poot
Marleen Weulen Kranenbarg

Frontiers in Big Data

doi 10.3389/fdata.2023.1320569

3,303 views
2 citations

Correction

Published on 20 Dec 2023

Corrigendum: Non-invasive detection of anemia using lip mucosa images transfer learning convolutional neural networks

in Medicine and Public Health

Shekhar Mahmud
Mohammed Mansour
Turker Berk Donmez
Mustafa Kutlu
Chris Freeman

Frontiers in Big Data

doi 10.3389/fdata.2023.1338363

1,590 views
4 citations

Correction

Published on 19 Dec 2023

Corrigendum: Towards an understanding of global brain data governance: ethical positions that underpin global brain data governance discourse

in Data Science

Paschal Ochang
Damian Eke
Bernd Carsten Stahl

Frontiers in Big Data

doi 10.3389/fdata.2023.1344345

1,488 views

Methods

Published on 19 Dec 2023

Enhancing knowledge discovery from unstructured data using a deep learning approach to support subsurface modeling predictions

in Data Mining and Management

Brendan Hoover
Dakota Zaengle
MacKenzie Mark-Moser
Patrick Wingo
Anuj Suhag
Kelly Rose

Frontiers in Big Data

doi 10.3389/fdata.2023.1227189

3,757 views
3 citations

Mini Review

Published on 19 Dec 2023

Beyond-accuracy: a review on diversity, serendipity, and fairness in recommender systems based on graph neural networks

in Recommender Systems

Tomislav Duricic
Dominik Kowald
Emanuel Lacic
Elisabeth Lex

Frontiers in Big Data

doi 10.3389/fdata.2023.1251072

8,253 views
18 citations

Correction

Published on 12 Dec 2023

Corrigendum: Do you hear the people sing? Comparison of synchronized URL and narrative themes in 2020 and 2023 French protests

in Data Science

Lynnette Hui Xian Ng
Kathleen M. Carley

Frontiers in Big Data

doi 10.3389/fdata.2023.1343108

1,400 views

Correction

Published on 11 Dec 2023

Corrigendum: Anemia detection through non-invasive analysis of lip mucosa images

in Medicine and Public Health

Shekhar Mahmud
Turker Berk Donmez
Mohammed Mansour
Mustafa Kutlu
Chris Freeman

Frontiers in Big Data

doi 10.3389/fdata.2023.1335213

1,569 views
2 citations

Original Research

Published on 30 Nov 2023

TEE-Graph: efficient privacy and ownership protection for cloud-based graph spectral analysis

in Data Mining and Management

A. K. M. Mubashwir Alam
Keke Chen

Frontiers in Big Data

doi 10.3389/fdata.2023.1296469

4,176 views

705 articles

articles

The impact of comorbidities and economic inequality on COVID-19 mortality in Mexico: a machine learning approach

Data pipeline for real-time energy consumption data management and prediction

Urban delineation through a prism of intraday commute patterns

A scalable MapReduce-based design of an unsupervised entity resolution system

City composition and accessibility statistics in and around Paris

Predicting risk of preterm birth in singleton pregnancies using machine learning algorithms

Efficacy of federated learning on genomic data: a study on the UK Biobank and the 1000 Genomes Project

Knowledge-based recommender systems: overview and research directions

Editorial: Internet of Medical Things and computational intelligence in healthcare 4.0

Optimizing multi-objective task scheduling in fog computing with GA-PSO algorithm for big data application

Editorial: Cyber security in the wake of fourth industrial revolution: opportunities and challenges

Editorial: Big scientific data analytics on HPC and cloud

Trends of the COVID-19 dynamics in 2022 and 2023 vs. the population age, testing and vaccination levels

CTAB-GAN+: enhancing tabular data synthesis

A novel approach to fake news classification using LSTM-based deep learning models

Hybridization of long short-term memory neural network in fractional time series modeling of inflation

Criminal clickbait: a panel data analysis on the attractiveness of online advertisements offering stolen data

Corrigendum: Non-invasive detection of anemia using lip mucosa images transfer learning convolutional neural networks

Corrigendum: Towards an understanding of global brain data governance: ethical positions that underpin global brain data governance discourse

Enhancing knowledge discovery from unstructured data using a deep learning approach to support subsurface modeling predictions

Beyond-accuracy: a review on diversity, serendipity, and fairness in recommender systems based on graph neural networks

Corrigendum: Do you hear the people sing? Comparison of synchronized URL and narrative themes in 2020 and 2023 French protests

Corrigendum: Anemia detection through non-invasive analysis of lip mucosa images

TEE-Graph: efficient privacy and ownership protection for cloud-based graph spectral analysis