Frontiers in Big Data

Original Research

Published on 22 Sep 2025

Enhancing intelligence source performance management through two-stage stochastic programming and machine learning techniques

in Data Science

Lucas Wafula Wekesa
Stephen Korir

Frontiers in Big Data

doi 10.3389/fdata.2025.1640539

1,777 views

Mini Review

Published on 18 Sep 2025

Multistakeholder fairness in tourism: what can algorithms learn from tourism management?

in Recommender Systems

Peter Müllner
Anna Schreuer
Simone Kopeinik
Bernhard Wieser
Dominik Kowald

Frontiers in Big Data

doi 10.3389/fdata.2025.1632766

2,193 views

Original Research

Published on 12 Sep 2025

FAST—framework for AI-based surgical transformation

in Medicine and Public Health

Harmehr Sekhon
Farid Al Zoubi
Paul E. Beaulé
Pascal Fallavollita

Frontiers in Big Data

doi 10.3389/fdata.2025.1655260

1,815 views

Methods

Published on 10 Sep 2025

Secure aggregation of sufficiently many private inputs

in Cybersecurity and Privacy

Thijs Veugen
Gabriele Spini
Frank Muller

Frontiers in Big Data

doi 10.3389/fdata.2025.1638307

1,818 views

Original Research

Published on 25 Aug 2025

Toward more realistic career path prediction: evaluation and methods

in Recommender Systems

Elena Senger
Yuri Campbell
Rob van der Goot
Barbara Plank

Frontiers in Big Data

doi 10.3389/fdata.2025.1564521

2,364 views

Original Research

Published on 13 Aug 2025

Automated road surface classification in OpenStreetMap using MaskCNN and aerial imagery

in Machine Learning and Artificial Intelligence

R. Parvathi
V. Pattabiraman
Nancy Saxena
Aakarsh Mishra
Utkarsh Mishra
Ansh Pandey

Frontiers in Big Data

doi 10.3389/fdata.2025.1657320

2,287 views

Editorial

Published on 12 Aug 2025

Editorial: Interdisciplinary approaches to complex systems: highlights from FRCCS 2023/24

in Big Data Networks

Roberto Interdonato
Hocine Cherifi

Frontiers in Big Data

doi 10.3389/fdata.2025.1666305

2,460 views
1 citation

Systematic Review

Published on 08 Aug 2025

Artificial intelligence for surgical outcome prediction in glaucoma: a systematic review

in Medicine and Public Health

Zeena Kailani
Lauren Kim
Joshua Bierbrier
Michael Balas
David J. Mathew

Frontiers in Big Data

doi 10.3389/fdata.2025.1605018

2,735 views
1 citation

Original Research

Published on 07 Aug 2025

A fashion product recommendation based on adaptive VPKNN-NET algorithm without fuzzy similar image

in Machine Learning and Artificial Intelligence

R. Sabitha
D. Sundar

Frontiers in Big Data

doi 10.3389/fdata.2025.1557779

1,835 views

Original Research

Published on 04 Aug 2025

Basrah Score: a novel machine learning-based score for differentiating iron deficiency anemia and beta thalassemia trait using RBC indices

in Machine Learning and Artificial Intelligence

Salma A. Mahmood
Asaad A. Khalaf
Saad S. Hamadi

Frontiers in Big Data

doi 10.3389/fdata.2025.1634133

2,426 views
1 citation

Review

Published on 01 Aug 2025

The global burden of adverse effects of medical treatment: a 30-year socio-demographic and geographic analysis using GBD 2021 data

in Medicine and Public Health

Hanxin Lu
Xinyan Cheng
Jun Xiong

Frontiers in Big Data

doi 10.3389/fdata.2025.1590551

3,748 views

Original Research

Published on 29 Jul 2025

OCT-SelfNet: a self-supervised framework with multi-source datasets for generalized retinal disease detection

in Data Mining and Management

Fatema-E Jannat
Sina Gholami
Minhaj Nur Alam
Hamed Tabkhi

Frontiers in Big Data

doi 10.3389/fdata.2025.1609124

2,082 views
1 citation

Original Research

Published on 29 Jul 2025

Collaborative filtering based on nonnegative/binary matrix factorization

in Data Science

Yukino Terui
Yuka Inoue
Yohei Hamakawa
Kosuke Tatsumura
Kazue Kudo

Frontiers in Big Data

doi 10.3389/fdata.2025.1599704

1,708 views
1 citation

Original Research

Published on 21 Jul 2025

LLM-as-a-Judge: automated evaluation of search query parsing using large language models

in Recommender Systems

Mehmet Selman Baysan
Serkan Uysal
İrem İşlek
Çağla Çığ Karaman
Tunga Güngör

Frontiers in Big Data

doi 10.3389/fdata.2025.1611389

7,921 views
3 citations

Original Research

Published on 10 Jul 2025

Optimizing public health management with predictive analytics: leveraging the power of random forest

in Medicine and Public Health

Hongman Wang
Yifan Song
Hua Bi

Frontiers in Big Data

doi 10.3389/fdata.2025.1574683

2,144 views

Review

Published on 10 Jul 2025

Navigating the microarray landscape: a comprehensive review of feature selection techniques and their applications

in Data Mining and Management

Fangling Wang
Azlan Mohd Zain
Yanjie Ren
Mahadi Bahari
Azurah A. Samah
Zuraini Binti Ali Shah
Norfadzlan Bin Yusup
Rozita Abdul Jalil
Azizah Mohamad
Nurulhuda Firdaus Mohd Azmi

Frontiers in Big Data

doi 10.3389/fdata.2025.1624507

2,656 views

Original Research

Published on 09 Jul 2025

Design and development of an efficient RLNet prediction model for deepfake video detection

in Machine Learning and Artificial Intelligence

Varad Bhandarkawthekar
T. M. Navamani
Rishabh Sharma
K. Shyamala

Frontiers in Big Data

doi 10.3389/fdata.2025.1569147

3,309 views

Original Research

Published on 07 Jul 2025

AI-powered smart emergency services support for 9-1-1 call handlers using textual features and SVM model for digital health optimization

in Medicine and Public Health

Afraa Attiah
Manal Kalkatawi

Frontiers in Big Data

doi 10.3389/fdata.2025.1594062

4,020 views
1 citation

Methods

Published on 25 Jun 2025

Fine-tuning or prompting on LLMs: evaluating knowledge graph construction task

in Machine Learning and Artificial Intelligence

Hussam Ghanem
Christophe Cruz

Frontiers in Big Data

doi 10.3389/fdata.2025.1505877

5,660 views

Original Research

Published on 19 Jun 2025

Conceptualization and scale development for big data-based learning organization capability

in Data Science

Nesrin Alkan
Deniz Ersan Yilmaz
Bilal Baris Alkan

Frontiers in Big Data

doi 10.3389/fdata.2025.1596615

2,029 views

Original Research

Published on 18 Jun 2025

LISTEN: lived experiences of Long COVID: a social media analysis of mental health and supplement use

in Data Analytics for Social Impact

Sam Martin
Maya Janse Van Rensburg
Huong Thien Le
Charlie Firth
Abinaya Chandrasekar
Sigrún Eyrúnardóttir Clark
Samantha Vanderslott
Cecilia Vindrola-Padros
Norha Vera San Juan

Frontiers in Big Data

doi 10.3389/fdata.2025.1539724

3,823 views

Original Research

Published on 10 Jun 2025

Deep learning based automation of mean linear intercept quantification in COPD research

in Machine Learning and Artificial Intelligence

Lars Leyendecker
Anna Louisa Weltin
Florian Nienhaus
Michaela Matthey
Bastian Nießing
Daniela Wenzel
Robert H. Schmitt

Frontiers in Big Data

doi 10.3389/fdata.2025.1461016

2,049 views

Systematic Review

Published on 09 Jun 2025

Data visualization of complex research systems aligned with the sustainable development goals

in Big Data Networks

Francisco Carlos Paletta
Audilio Gonzalez-Aguilar
Lise Verlaet

Frontiers in Big Data

doi 10.3389/fdata.2025.1562557

2,535 views

Original Research

Published on 06 Jun 2025

Conceptual design of a decision knowledge service model integrating a multi-agent supply relationship diagram for electric power emergency equipment

in Data Mining and Management

Jiandong Si
Chang Liu
Jingxian Ye
Jianfeng Wu
Jianguo Wang
Kairui Hu
Chunhua Ju
Qianwen Cao

Frontiers in Big Data

doi 10.3389/fdata.2025.1603106

2,502 views

705 articles

articles

Enhancing intelligence source performance management through two-stage stochastic programming and machine learning techniques

Multistakeholder fairness in tourism: what can algorithms learn from tourism management?

FAST—framework for AI-based surgical transformation

Secure aggregation of sufficiently many private inputs

Toward more realistic career path prediction: evaluation and methods

Automated road surface classification in OpenStreetMap using MaskCNN and aerial imagery

Editorial: Interdisciplinary approaches to complex systems: highlights from FRCCS 2023/24

Artificial intelligence for surgical outcome prediction in glaucoma: a systematic review

A fashion product recommendation based on adaptive VPKNN-NET algorithm without fuzzy similar image

Basrah Score: a novel machine learning-based score for differentiating iron deficiency anemia and beta thalassemia trait using RBC indices

The global burden of adverse effects of medical treatment: a 30-year socio-demographic and geographic analysis using GBD 2021 data

OCT-SelfNet: a self-supervised framework with multi-source datasets for generalized retinal disease detection

Collaborative filtering based on nonnegative/binary matrix factorization

LLM-as-a-Judge: automated evaluation of search query parsing using large language models

Optimizing public health management with predictive analytics: leveraging the power of random forest

Navigating the microarray landscape: a comprehensive review of feature selection techniques and their applications

Design and development of an efficient RLNet prediction model for deepfake video detection

AI-powered smart emergency services support for 9-1-1 call handlers using textual features and SVM model for digital health optimization

Fine-tuning or prompting on LLMs: evaluating knowledge graph construction task

Conceptualization and scale development for big data-based learning organization capability

LISTEN: lived experiences of Long COVID: a social media analysis of mental health and supplement use

Deep learning based automation of mean linear intercept quantification in COPD research

Data visualization of complex research systems aligned with the sustainable development goals

Conceptual design of a decision knowledge service model integrating a multi-agent supply relationship diagram for electric power emergency equipment