Frontiers in Big Data

Original Research

Published on 20 Nov 2025

Intelligent leak monitoring of oil pipeline based on distributed temperature and vibration fiber signals

in Machine Learning and Artificial Intelligence

Xiaobin Liang
Yonghong Deng
Yibin Wang
Hongtao Li
Weifeng Ma
Ke Wang
Junjie Ren
Ruijiao Ma
Shuai Zhang
Jiawei Liu

Frontiers in Big Data

doi 10.3389/fdata.2025.1667284

142 views

Original Research

Accepted on 19 Nov 2025

Unequal Access in a Digital Age: Women's Digital Exclusion and Socioeconomic Inequalities in Viet Nam

in Data Analytics for Social Impact

Chi Pham
Bui Thi Tu Quyen
Anh Ha Le
Long Quynh Khuong

Frontiers in Big Data

Original Research

Published on 19 Nov 2025

Robust detection framework for adversarial threats in Autonomous Vehicle Platooning

in Cybersecurity and Privacy

Stephanie Ness

Frontiers in Big Data

doi 10.3389/fdata.2025.1617978

1,327 views

Original Research

Published on 19 Nov 2025

Enhanced SQL injection detection using chi-square feature selection and machine learning classifiers

in Machine Learning and Artificial Intelligence

Emanuel Casmiry
Neema Mduma
Ramadhani Sinde

Frontiers in Big Data

doi 10.3389/fdata.2025.1686479

949 views

Original Research

Published on 18 Nov 2025

Implementation of a net benefit parameter in ROC curve decision thresholds for AI-powered mammography screening

in Medicine and Public Health

Anastasia Petrovna Pamova
Yuriy Aleksandrovich Vasilev
Tatyana Mikhaylovna Bobrovskaya
Anton Vyacheslavovich Vladzimirskyy
Olga Vasilyevna Omelyanskaya
Kirill Mikhailovich Arzamasov

Frontiers in Big Data

doi 10.3389/fdata.2025.1690955

734 views

Original Research

Published on 18 Nov 2025

CrossDF: improving cross-domain deepfake detection with deep information decomposition

in Cybersecurity and Privacy

Shanmin Yang
Hui Guo
Shu Hu
Bin Zhu
Ying Fu
Siwei Lyu
Xi Wu
Xin Wang

Frontiers in Big Data

doi 10.3389/fdata.2025.1669488

768 views

Brief Research Report

Accepted on 17 Nov 2025

Parameter-Efficient Fine-Tuning for Low-Resource Text Classification: A Comparative Study of LoRA, IA³, and ReFT

in Machine Learning and Artificial Intelligence

Steve Nwaiwu

Frontiers in Big Data

Review

Published on 14 Nov 2025

Achieving health equity in immune disease: leveraging big data and artificial intelligence in an evolving health system landscape

in Medicine and Public Health

Stan Kachnowski
Asif H. Khan
Shadé Floquet
Kendal K. Whitlock
Juan Pablo Wisnivesky
Daniel B. Neill
Irene Dankwa-Mullan
Gezzer Ortega
Moataz Daoud
Raza Zaheer

Frontiers in Big Data

doi 10.3389/fdata.2025.1621526

999 views

Original Research

Published on 14 Nov 2025

Enhancing Bangla handwritten character recognition using Vision Transformers, VGG-16, and ResNet-50: a performance analysis

in Machine Learning and Artificial Intelligence

A. H. M. Shahariar Parvez
Md. Samiul Islam
Fahmid Al Farid
Tashida Yeasmin
Md. Monirul Islam
Md. Shafiul Azam
Jia Uddin
Hezerul Abdul Karim

Frontiers in Big Data

doi 10.3389/fdata.2025.1682984

935 views

Original Research

Accepted on 13 Nov 2025

Robust Contactless Fingerprint Authentication using Dolphin Optimization and SVM Hybridization

in Cybersecurity and Privacy

Jenisha Rachel
Ezhilmaran Devarasan

Frontiers in Big Data

265 views

Original Research

Published on 12 Nov 2025

LLM-supported collaborative ontology design for data and knowledge management platforms

in Machine Learning and Artificial Intelligence

Janis Kampars
Guntis Mosans
Tushar Jogi
Franz Roters
Napat Vajragupta

Frontiers in Big Data

doi 10.3389/fdata.2025.1676477

1,106 views

Original Research

Published on 12 Nov 2025

Application and comparison of ARIMA, LSTM, and ARIMA-LSTM models for predicting foodborne diseases in Liaoning Province

in Medicine and Public Health

Xiaoxiao Du
Haomiao Yu
Hao Zhang
Xiangyun Liu
Xinling Yu
Tao Xie
Wenli Diao

Frontiers in Big Data

doi 10.3389/fdata.2025.1666962

841 views

Brief Research Report

Accepted on 11 Nov 2025

Integrated Analysis for Drug Repositioning in Migraine Using Genetic Evidence and Claims Database

in Medicine and Public Health

Shoichiro Inokuchi
Takumi Tajima

Frontiers in Big Data

116 views

Original Research

Accepted on 10 Nov 2025

Adaptive Deep Q-Networks for Accurate Electric Vehicle Range Estimation

in Machine Learning and Artificial Intelligence

Urvashi Khekare
Rajay Vedaraj I.S.

Frontiers in Big Data

109 views

Systematic Review

Accepted on 10 Nov 2025

Application of Artificial Intelligence in Cervical Cytology: A Systematic Review of Deep Learning Models, Datasets, and Reported Metrics

in Medicine and Public Health

Miguel Angel Valles-Coral
Ciro Rodriguez
Diego Rodriguez
Keller Sánchez-Dávila
Lolita Arévalo-Fasanando
Nelly Reátegui-Lozano

Frontiers in Big Data

140 views

Original Research

Published on 10 Nov 2025

PHTFNet-RPM: a probabilistic hybrid network with RPM for tobacco root disease forecasting

in Machine Learning and Artificial Intelligence

Yunhong Bu
Tingshan Yao
Shaowu Geng
Renjie Huang

Frontiers in Big Data

doi 10.3389/fdata.2025.1705587

408 views