Frontiers in Big Data

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

Changsheng Ma
Ruchun Jia
Jing Lou
Mingqian Wang

Frontiers in Big Data

doi 10.3389/fdata.2025.1683027

2,052 views

Original Research

Published on 17 Dec 2025

Inferring causal interplay between air pollution and meteorology

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

Frontiers in Big Data

doi 10.3389/fdata.2025.1710462

955 views

Original Research

Published on 11 Dec 2025

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

Patchanok Srisuradetchai

Frontiers in Big Data

doi 10.3389/fdata.2025.1706417

950 views

Original Research

Published on 10 Dec 2025

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

Mingyu Zhu
Jun Long

Frontiers in Big Data

doi 10.3389/fdata.2025.1720525

1,309 views

Original Research

Published on 05 Dec 2025

Robust contactless fingerprint authentication using dolphin optimization and SVM hybridization

Jenisha Rachel
Ezhilmaran Devarasan

Frontiers in Big Data

doi 10.3389/fdata.2025.1641714

977 views

Original Research

Published on 04 Dec 2025

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

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

Frontiers in Big Data

doi 10.3389/fdata.2025.1718366

1,284 views

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

Steve Nwaiwu

Frontiers in Big Data

doi 10.3389/fdata.2025.1677331

2,270 views

Original Research

Accepted on 28 Nov 2025

Towards Robust Social Media Sentiment for SMEs: A Comparative Study of Dictionary-Based and Machine Learning Approaches with Insights for Hybrid Methodologies

Heru Susanto
Aida Sari Omar
Alifya Kayla Shafa Susanto
Desi Setiana
Leu Fang-Yie
Junaid M. Shaikh
Asep Insani
Uus Khusni
Rachmat Hidayat
Indra Akbari

Frontiers in Big Data

449 views

Original Research

Published on 27 Nov 2025

Adaptive deep Q-networks for accurate electric vehicle range estimation

Urvashi Khekare
Rajay Vedaraj I. S.

Frontiers in Big Data

doi 10.3389/fdata.2025.1697478

1,121 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

Kexin Ning
Qingguo Lü
Xiaofeng Liao

Frontiers in Big Data

doi 10.3389/fdata.2025.1704189

894 views
1 citation

Brief Research Report

Published on 21 Nov 2025

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

Shoichiro Inokuchi
Takumi Tajima

Frontiers in Big Data

doi 10.3389/fdata.2025.1677167

1,278 views

Original Research

Published on 20 Nov 2025

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

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

1,042 views

Original Research

Published on 19 Nov 2025

Robust detection framework for adversarial threats in Autonomous Vehicle Platooning

Stephanie Ness

Frontiers in Big Data

doi 10.3389/fdata.2025.1617978

1,948 views

Original Research

Published on 19 Nov 2025

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

Emanuel Casmiry
Neema Mduma
Ramadhani Sinde

Frontiers in Big Data

doi 10.3389/fdata.2025.1686479

2,590 views
1 citation

Original Research

Published on 18 Nov 2025

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

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

1,557 views

Original Research

Published on 18 Nov 2025

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

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

2,500 views
2 citations

Original Research

Published on 14 Nov 2025

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

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

1,880 views

Review

Published on 14 Nov 2025

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

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

2,185 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

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

Frontiers in Big Data

doi 10.3389/fdata.2025.1666962

1,921 views

Original Research

Published on 12 Nov 2025

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

Janis Kampars
Guntis Mosans
Tushar Jogi
Franz Roters
Napat Vajragupta

Frontiers in Big Data

doi 10.3389/fdata.2025.1676477

2,419 views

Original Research

Published on 10 Nov 2025

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

Yunhong Bu
Tingshan Yao
Shaowu Geng
Renjie Huang

Frontiers in Big Data

doi 10.3389/fdata.2025.1705587

802 views

Brief Research Report

Accepted on 04 Nov 2025

From ties to coordinates: recovering latent social positions with graph neural networks

Zixuan Wang
Can Peng

Frontiers in Big Data

440 views

Conceptual Analysis

Published on 04 Nov 2025

Towards the neuromorphic Cyber-Twin: an architecture for cognitive defense in digital twin ecosystems

Nida Nasir
Hussam Al Hamadi

Frontiers in Big Data

doi 10.3389/fdata.2025.1659757

2,452 views

Brief Research Report

Published on 31 Oct 2025

Urban mobility and crime: causal inference using street closures as an instrumental variable

Karl Vachuska

Frontiers in Big Data

doi 10.3389/fdata.2025.1579332

1,628 views

716 Publications

volumes

Volume 8 - 2025

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

Towards Robust Social Media Sentiment for SMEs: A Comparative Study of Dictionary-Based and Machine Learning Approaches with Insights for Hybrid Methodologies

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

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

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

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

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

From ties to coordinates: recovering latent social positions with graph neural networks

Towards the neuromorphic Cyber-Twin: an architecture for cognitive defense in digital twin ecosystems

Urban mobility and crime: causal inference using street closures as an instrumental variable