Frontiers in Big Data

Original Research

Published on 13 Dec 2024

Predicting student self-efficacy in Muslim societies using machine learning algorithms

in Data Analytics for Social Impact

Mohammed Ba-Aoum
Mohammed Alrezq
Jyotishka Datta
Konstantinos P. Triantis

Frontiers in Big Data

doi 10.3389/fdata.2024.1449572

2,353 views

Original Research

Published on 11 Dec 2024

Application of a localized morphometrics approach to imaging-derived brain phenotypes for genotype-phenotype associations in pediatric mental health and neurodevelopmental disorders

in Medicine and Public Health

Gabrielle Dagasso
Matthias Wilms
Sarah J. MacEachern
Nils D. Forkert

Frontiers in Big Data

doi 10.3389/fdata.2024.1429910

2,483 views
1 citation

Systematic Review

Published on 05 Dec 2024

Advancing cybersecurity and privacy with artificial intelligence: current trends and future research directions

in Cybersecurity and Privacy

Krishnashree Achuthan
Sasangan Ramanathan
Sethuraman Srinivas
Raghu Raman

Frontiers in Big Data

doi 10.3389/fdata.2024.1497535

29,461 views
60 citations

Systematic Review

Published on 02 Dec 2024

Cross-border collaboration, communication, and research frontiers on biologics in chronic rhinosinusitis from 2004 to 2023

in Medicine and Public Health

Guan-Jiang Huang
Zhi-Jun Fan
Biao-Qing Lu

Frontiers in Big Data

doi 10.3389/fdata.2024.1428074

1,916 views
1 citation

Original Research

Published on 02 Dec 2024

How does digitally enabled micro-finance promote income equality for the vulnerable in the expanded BRICS block during the pandemic?

in Data Analytics for Social Impact

Manoj Kumar M. V.
Nasser Almuraqab
Immanuel Azaad Moonesar
Udo Christian Braendle
Ananth Rao

Frontiers in Big Data

doi 10.3389/fdata.2024.1417752

2,781 views

Review

Published on 29 Nov 2024

Establishing and evaluating trustworthy AI: overview and research challenges

in Machine Learning and Artificial Intelligence

Dominik Kowald
Sebastian Scher
Viktoria Pammer-Schindler
Peter Müllner
Kerstin Waxnegger
Lea Demelius
Angela Fessl
Maximilian Toller
Inti Gabriel Mendoza Estrada
Ilija Šimić

Frontiers in Big Data

doi 10.3389/fdata.2024.1467222

9,029 views
34 citations

Original Research

Published on 28 Nov 2024

Enhancing sentiment and intent analysis in public health via fine-tuned Large Language Models on tobacco and e-cigarette-related tweets

in Data Science

Sherif Elmitwalli
John Mehegan
Allen Gallagher
Raouf Alebshehy

Frontiers in Big Data

doi 10.3389/fdata.2024.1501154

3,263 views
4 citations

Data Report

Published on 27 Nov 2024

TSPDB: a curated resource of tailspike proteins with potential applications in phage research

in Data Mining and Management

Opeyemi U. Lawal
Lawrence Goodridge

Frontiers in Big Data

doi 10.3389/fdata.2024.1437580

2,091 views
3 citations

Original Research

Published on 20 Nov 2024

Credibility-based knowledge graph embedding for identifying social brand advocates

in Machine Learning and Artificial Intelligence

Bilal Abu-Salih
Salihah Alotaibi
Manaf Al-Okaily
Mohammed Aljaafari
Muder Almiani

Frontiers in Big Data

doi 10.3389/fdata.2024.1469819

3,202 views
1 citation

Methods

Published on 20 Nov 2024

Efficient out-of-distribution detection via layer-adaptive scoring and early stopping

in Data Mining and Management

Haoliang Wang
Chen Zhao
Feng Chen

Frontiers in Big Data

doi 10.3389/fdata.2024.1444634

1,650 views
2 citations

Original Research

Published on 19 Nov 2024

ActiveReach: an active learning framework for approximate reachability query answering in large-scale graphs

in Data Mining and Management

Zohreh Raghebi
Farnoush Banaei-Kashani

Frontiers in Big Data

doi 10.3389/fdata.2024.1427104

1,496 views

Original Research

Published on 15 Nov 2024

Camera-view supervision for bird's-eye-view semantic segmentation

in Machine Learning and Artificial Intelligence

Bowen Yang
LinLin Yu
Feng Chen

Frontiers in Big Data

doi 10.3389/fdata.2024.1431346

3,028 views

Original Research

Published on 08 Nov 2024

Cultural big data: nineteenth to twenty-first century panoramic visualization

in Data Mining and Management

Tsz Kin Chau
Paul Bourke
Lily Hibberd
Daniel Jaquet
Sarah Kenderdine

Frontiers in Big Data

doi 10.3389/fdata.2024.1309887

3,941 views
2 citations

Original Research

Published on 05 Nov 2024

Cybermycelium: a reference architecture for domain-driven distributed big data systems

in Big Data Networks

Pouya Ataei

Frontiers in Big Data

doi 10.3389/fdata.2024.1448481

4,173 views
2 citations

Conceptual Analysis

Published on 01 Nov 2024

Cognitive warfare: a conceptual analysis of the NATO ACT cognitive warfare exploratory concept

in Machine Learning and Artificial Intelligence

Christoph Deppe
Gary S. Schaal

Frontiers in Big Data

doi 10.3389/fdata.2024.1452129

43,699 views
17 citations

Original Research

Published on 30 Oct 2024

An enhanced whale optimization algorithm for task scheduling in edge computing environments

in Big Data Networks

Li Han
Shuaijie Zhu
Haoyang Zhao
Yanqiang He

Frontiers in Big Data

doi 10.3389/fdata.2024.1422546

3,429 views
2 citations

Original Research

Published on 24 Oct 2024

Promoting fairness in link prediction with graph enhancement

in Data Mining and Management

Yezi Liu
Hanning Chen
Mohsen Imani

Frontiers in Big Data

doi 10.3389/fdata.2024.1489306

2,367 views
3 citations

Original Research

Published on 23 Oct 2024

Exploring code portability solutions for HEP with a particle tracking test code

in Big Data and AI in High Energy Physics

Hammad Ather
Sophie Berkman
Giuseppe Cerati
Matti J. Kortelainen
Ka Hei Martin Kwok
Steven Lantz
Seyong Lee
Boyana Norris
Michael Reid
Allison Reinsvold Hall

Frontiers in Big Data

doi 10.3389/fdata.2024.1485344

2,184 views
3 citations

Editorial

Published on 22 Oct 2024

Editorial: Utilizing big data and deep learning to improve healthcare intelligence and biomedical service delivery

in Medicine and Public Health

V. E. Sathishkumar

Frontiers in Big Data

doi 10.3389/fdata.2024.1502398

2,492 views
2 citations

Perspective

Published on 16 Oct 2024

Big data and AI for gender equality in health: bias is a big challenge

in Data Analytics for Social Impact

Anagha Joshi

Frontiers in Big Data

doi 10.3389/fdata.2024.1436019

7,325 views
7 citations

Original Research

Published on 11 Oct 2024

Integrating longitudinal mental health data into a staging database: harnessing DDI-lifecycle and OMOP vocabularies within the INSPIRE Network Datahub

in Data Mining and Management

Bylhah Mugotitsa
Tathagata Bhattacharjee
Michael Ochola
Dorothy Mailosi
David Amadi
Pauline Andeso
Joseph Kuria
Reinpeter Momanyi
Evans Omondi
Dan Kajungu

Frontiers in Big Data

doi 10.3389/fdata.2024.1435510

4,300 views
3 citations

Review

Published on 10 Oct 2024

AI security and cyber risk in IoT systems

in Cybersecurity and Privacy

Petar Radanliev
David De Roure
Carsten Maple
Jason R. C. Nurse
Razvan Nicolescu
Uchenna Ani

Frontiers in Big Data

doi 10.3389/fdata.2024.1402745

13,802 views
32 citations

Original Research

Published on 07 Oct 2024

Ontology extension by online clustering with large language model agents

in Data Mining and Management

Guanchen Wu
Chen Ling
Ilana Graetz
Liang Zhao

Frontiers in Big Data

doi 10.3389/fdata.2024.1463543

4,057 views
2 citations

Original Research

Published on 03 Oct 2024

Unsupervised machine learning model for detecting anomalous volumetric modulated arc therapy plans for lung cancer patients

in Medicine and Public Health

Peng Huang
Jiawen Shang
Yuhan Fan
Zhihui Hu
Jianrong Dai
Zhiqiang Liu
Hui Yan

Frontiers in Big Data

doi 10.3389/fdata.2024.1462745

2,316 views
2 citations

638 articles

articles

Predicting student self-efficacy in Muslim societies using machine learning algorithms

Application of a localized morphometrics approach to imaging-derived brain phenotypes for genotype-phenotype associations in pediatric mental health and neurodevelopmental disorders

Advancing cybersecurity and privacy with artificial intelligence: current trends and future research directions

Cross-border collaboration, communication, and research frontiers on biologics in chronic rhinosinusitis from 2004 to 2023

How does digitally enabled micro-finance promote income equality for the vulnerable in the expanded BRICS block during the pandemic?

Establishing and evaluating trustworthy AI: overview and research challenges

Enhancing sentiment and intent analysis in public health via fine-tuned Large Language Models on tobacco and e-cigarette-related tweets

TSPDB: a curated resource of tailspike proteins with potential applications in phage research

Credibility-based knowledge graph embedding for identifying social brand advocates

Efficient out-of-distribution detection via layer-adaptive scoring and early stopping

ActiveReach: an active learning framework for approximate reachability query answering in large-scale graphs

Camera-view supervision for bird's-eye-view semantic segmentation

Cultural big data: nineteenth to twenty-first century panoramic visualization

Cybermycelium: a reference architecture for domain-driven distributed big data systems

Cognitive warfare: a conceptual analysis of the NATO ACT cognitive warfare exploratory concept

An enhanced whale optimization algorithm for task scheduling in edge computing environments

Promoting fairness in link prediction with graph enhancement

Exploring code portability solutions for HEP with a particle tracking test code

Editorial: Utilizing big data and deep learning to improve healthcare intelligence and biomedical service delivery

Big data and AI for gender equality in health: bias is a big challenge

Integrating longitudinal mental health data into a staging database: harnessing DDI-lifecycle and OMOP vocabularies within the INSPIRE Network Datahub

AI security and cyber risk in IoT systems

Ontology extension by online clustering with large language model agents

Unsupervised machine learning model for detecting anomalous volumetric modulated arc therapy plans for lung cancer patients