Frontiers in Big Data

Original Research

Accepted on 14 Jul 2025

Basrah Score: A Novel Machine Learning-Based Score for Differentiating Iron Deficiency Anemia and Beta Thalassemia Trait Using RBC Indices

Salma Mahmood
Asaad Abdulameer Khalaf
Saad S Hamadi

Frontiers in Big Data

doi 10.3389/fdata.2025.1634133

141 views

Original Research

Accepted on 11 Jul 2025

Collaborative filtering based on nonnegative/binary matrix factorization

Kazue Kudo
Yukino Terui
Yuka Inoue
Yohei Hamakawa
Kosuke Tatsumura

Frontiers in Big Data

doi 10.3389/fdata.2025.1599704

Original Research

Published on 10 Jul 2025

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

Hongman Wang
Yifan Song
Hua Bi

Frontiers in Big Data

doi 10.3389/fdata.2025.1574683

621 views

Review

Published on 10 Jul 2025

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

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

334 views

Original Research

Published on 09 Jul 2025

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

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

Frontiers in Big Data

doi 10.3389/fdata.2025.1569147

415 views

Original Research

Accepted on 07 Jul 2025

OCT-SelfNet: A Self-Supervised Framework with Multi-Source Datasets for Generalized Retinal Disease Detection

Fatema-E Jannat
Sina Gholami
Minhaj Nur Alam
Hamed Tabkhi

Frontiers in Big Data

doi 10.3389/fdata.2025.1609124

183 views

Original Research

Accepted on 07 Jul 2025

A FASHION PRODUCT RECOMMENDATION BASED ON ADAPTIVE VPKNN-NET ALGORITHM WITHOUT FUZZY SIMILAR IMAGE

Sabitha R
Sundar D

Frontiers in Big Data

doi 10.3389/fdata.2025.1557779

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

Afraa Attiah
Manal Kalkatawi

Frontiers in Big Data

doi 10.3389/fdata.2025.1594062

612 views

Original Research

Accepted on 30 Jun 2025

LLM-as-a-Judge: Automated Evaluation of Search Query Parsing Using Large Language Models

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

Frontiers in Big Data

doi 10.3389/fdata.2025.1611389

1,182 views

Methods

Published on 25 Jun 2025

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

Hussam Ghanem
Christophe Cruz

Frontiers in Big Data

doi 10.3389/fdata.2025.1505877

1,049 views

Original Research

Accepted on 24 Jun 2025

Robust Detection Framework for Adversarial Threats in Autonomous Vehicle Platooning

Stephanie Ness

Frontiers in Big Data

doi 10.3389/fdata.2025.1617978

926 views

Review

Accepted on 20 Jun 2025

The Global Burden of Adverse Effects of Medical Treatment: A 30-Year Socio-Demographic and Geographic Analysis Using GBD 2021 Data

Hanxin Lu
Xinyan Cheng
Jun Xiong

Frontiers in Big Data

doi 10.3389/fdata.2025.1590551

252 views

Original Research

Published on 19 Jun 2025

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

Nesrin Alkan
Deniz Ersan Yilmaz
Bilal Baris Alkan

Frontiers in Big Data

doi 10.3389/fdata.2025.1596615

982 views

Original Research

Published on 18 Jun 2025

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

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

1,106 views

Original Research

Published on 10 Jun 2025

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

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

773 views

Systematic Review

Published on 09 Jun 2025

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

Francisco Carlos Paletta
Audilio Gonzalez-Aguilar
Lise Verlaet

Frontiers in Big Data

doi 10.3389/fdata.2025.1562557

1,278 views

650 Publications

Volume 8 - 2025

Basrah Score: A Novel Machine Learning-Based Score for Differentiating Iron Deficiency Anemia and Beta Thalassemia Trait Using RBC Indices

Collaborative filtering based on nonnegative/binary matrix factorization

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

OCT-SelfNet: A Self-Supervised Framework with Multi-Source Datasets for Generalized Retinal Disease Detection

A FASHION PRODUCT RECOMMENDATION BASED ON ADAPTIVE VPKNN-NET ALGORITHM WITHOUT FUZZY SIMILAR IMAGE

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

LLM-as-a-Judge: Automated Evaluation of Search Query Parsing Using Large Language Models

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

Robust Detection Framework for Adversarial Threats in Autonomous Vehicle Platooning

The Global Burden of Adverse Effects of Medical Treatment: A 30-Year Socio-Demographic and Geographic Analysis Using GBD 2021 Data

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