Frontiers in Big Data

Original Research

Published on 12 Jan 2026

Explainable attrition risk scoring for managerial retention decisions in human resource analytics

in Machine Learning and Artificial Intelligence

M. S. Pavithran
S. M. Vadivel

Frontiers in Big Data

doi 10.3389/fdata.2025.1699561

3,346 views

Original Research

Published on 09 Jan 2026

Decoding deception: state-of-the-art approaches to deep fake detection

in Machine Learning and Artificial Intelligence

Tarak Hussain
B. Tirapathi Reddy
Kondaveti Phanindra
Sailaja Terumalasetti
Ghufran Ahmad Khan

Frontiers in Big Data

doi 10.3389/fdata.2025.1670833

3,554 views
1 citation

Review

Published on 08 Jan 2026

Bias in AI systems: integrating formal and socio-technical approaches

in Machine Learning and Artificial Intelligence

Amar Ahmad
Yvonne Vallès
Youssef Idaghdour

Frontiers in Big Data

doi 10.3389/fdata.2025.1686452

6,294 views
2 citations

Original Research

Published on 06 Jan 2026

Hybrid deep learning models for fake news detection: case study on Arabic and English languages

in Machine Learning and Artificial Intelligence

Baqer M. Merzah
Jafar Razmara
Zolfaghar Salmanian

Frontiers in Big Data

doi 10.3389/fdata.2025.1683786

4,208 views

Original Research

Published on 05 Jan 2026

Adaptive model for rate of penetration prediction based on the dynamic correlation of influencing factors

in Machine Learning and Artificial Intelligence

Yonggang Deng
Xiaojing Zhou
Zixuan Feng
Xin Li
Hui Li

Frontiers in Big Data

doi 10.3389/fdata.2025.1676054

1,010 views

Systematic Review

Published on 02 Jan 2026

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
Lloy Pinedo
Ciro Rodríguez
Diego Rodríguez
Keller Sánchez-Dávila
Lolita Arévalo-Fasanando
Nelly Reátegui-Lozano

Frontiers in Big Data

doi 10.3389/fdata.2025.1678863

3,004 views
1 citation

Original Research

Published on 19 Dec 2025

Time series forecasting for bug resolution using machine learning and deep learning models

in Data Mining and Management

Lerina Aversano
Martina Iammarino
Antonella Madau
Fabiano Pecorelli

Frontiers in Big Data

doi 10.3389/fdata.2025.1745751

2,743 views

Original Research

Published on 18 Dec 2025

Transparent and trustworthy CyberSecurity: an XAI-integrated big data framework for phishing attack detection

in Cybersecurity and Privacy

Muhammad Nauman
Hafiz Muhammad Usman Akhtar
Huseyn Gorbani
Muhammad Hadi Ul Hassan
Muhammad A. B. Fayyaz

Frontiers in Big Data

doi 10.3389/fdata.2025.1688091

3,733 views

Original Research

Published on 18 Dec 2025

Privacy protection method for ADS-B air traffic control data based on convolutional neural network and symmetric encryption

in Cybersecurity and Privacy

Changsheng Ma
Ruchun Jia
Jing Lou
Mingqian Wang

Frontiers in Big Data

doi 10.3389/fdata.2025.1683027

2,488 views

Original Research

Published on 17 Dec 2025

Inferring causal interplay between air pollution and meteorology

in Data-driven Climate Sciences

Yves Philippe Rybarczyk
Niralkumar Hemantbhai Dave
Tobias Isaac Tapia-Flores
Rasa Zalakeviciute

Frontiers in Big Data

doi 10.3389/fdata.2025.1710462

1,516 views

Original Research

Published on 11 Dec 2025

Posterior averaging with Gaussian naive Bayes and the R package RandomGaussianNB for big-data classification

in Machine Learning and Artificial Intelligence

Patchanok Srisuradetchai

Frontiers in Big Data

doi 10.3389/fdata.2025.1706417

1,415 views

Original Research

Published on 10 Dec 2025

Detecting anti-forensic deepfakes with identity-aware multi-branch networks

in Cybersecurity and Privacy

Mingyu Zhu
Jun Long

Frontiers in Big Data

doi 10.3389/fdata.2025.1720525

2,079 views
1 citation

Original Research

Published on 05 Dec 2025

Robust contactless fingerprint authentication using dolphin optimization and SVM hybridization

in Cybersecurity and Privacy

Jenisha Rachel
Ezhilmaran Devarasan

Frontiers in Big Data

doi 10.3389/fdata.2025.1641714

1,320 views
1 citation

Original Research

Published on 04 Dec 2025

Unequal access in a digital age: women's digital exclusion and socioeconomic inequalities in Vietnam

in Data Analytics for Social Impact

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

Frontiers in Big Data

doi 10.3389/fdata.2025.1718366

2,204 views
1 citation

Brief Research Report

Published on 02 Dec 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

doi 10.3389/fdata.2025.1677331

3,702 views
2 citations

Original Research

Published on 27 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

doi 10.3389/fdata.2025.1697478

1,596 views

Original Research

Published on 24 Nov 2025

M-PSGP: a momentum-based proximal scaled gradient projection algorithm for nonsmooth optimization with application to image deblurring

in Data Mining and Management

Kexin Ning
Qingguo Lü
Xiaofeng Liao

Frontiers in Big Data

doi 10.3389/fdata.2025.1704189

1,267 views
1 citation

Brief Research Report

Published on 21 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

doi 10.3389/fdata.2025.1677167

1,632 views

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

1,602 views
1 citation

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

2,300 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

3,391 views
2 citations

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

2,081 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

3,778 views
3 citations

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

2,386 views

746 articles

articles

Explainable attrition risk scoring for managerial retention decisions in human resource analytics

Decoding deception: state-of-the-art approaches to deep fake detection

Bias in AI systems: integrating formal and socio-technical approaches

Hybrid deep learning models for fake news detection: case study on Arabic and English languages

Adaptive model for rate of penetration prediction based on the dynamic correlation of influencing factors

Application of artificial intelligence in cervical cytology: a systematic review of deep learning models, datasets, and reported metrics

Time series forecasting for bug resolution using machine learning and deep learning models

Transparent and trustworthy CyberSecurity: an XAI-integrated big data framework for phishing attack detection

Privacy protection method for ADS-B air traffic control data based on convolutional neural network and symmetric encryption

Inferring causal interplay between air pollution and meteorology

Posterior averaging with Gaussian naive Bayes and the R package RandomGaussianNB for big-data classification

Detecting anti-forensic deepfakes with identity-aware multi-branch networks

Robust contactless fingerprint authentication using dolphin optimization and SVM hybridization

Unequal access in a digital age: women's digital exclusion and socioeconomic inequalities in Vietnam

Parameter-efficient fine-tuning for low-resource text classification: a comparative study of LoRA, IA3, and ReFT

Adaptive deep Q-networks for accurate electric vehicle range estimation

M-PSGP: a momentum-based proximal scaled gradient projection algorithm for nonsmooth optimization with application to image deblurring

Integrated analysis for drug repositioning in migraine using genetic evidence and claims database

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

Robust detection framework for adversarial threats in Autonomous Vehicle Platooning

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

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

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

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