Frontiers in Big Data

Original Research

Accepted on 31 Jul 2026

A Cognitively Inspired Feature-Level Fusion Framework for Interpretable Retail Sales Forecasting using Integration of Extreme Gradient Boost Machine, Artificial Neural Network and Attention Mechanism Model

in Machine Learning and Artificial Intelligence

Omobayo Esan
Dr. Munienge Mbodila

Frontiers in Big Data

Original Research

Published on 31 Jul 2026

A computational analysis of human rights discourse in news media using institutional theory

in Data Analytics for Social Impact

Joel Andrew B. Cruz Jr
Ma. Rowena R. Caguiat

Frontiers in Big Data

doi 10.3389/fdata.2026.1899143

401 views

Original Research

Accepted on 30 Jul 2026

IOTTRUST: Graph-Based Anomaly Detection for IoT Intrusion Using Network Flow Topology and Community Structure Analysis on UNSW-NB15

in Cybersecurity and Privacy

Nachaat Mohamed
Hamed Taherdoost

Frontiers in Big Data

104 views

Original Research

Accepted on 29 Jul 2026

Benchmarking Retrieval Augmented Generation LLMs for Arabic Noise Robustness

in Machine Learning and Artificial Intelligence

Saleh Almohaimeed
Abdulrahman Alabduljabbar
Mousa Jari
Mohammed Alkhowaiter
Saad Almohaimeed
Mohamad Mahmoud Al Rahhal

Frontiers in Big Data

152 views

Original Research

Accepted on 28 Jul 2026

Study of Deep Learning Cues for Cross Linguistic Part Of Speech Tagging in English– Malayalam Code-Mixed Data

in Machine Learning and Artificial Intelligence

Parvathy Padmakumar
Shreya Nair
Prajisha AK
Thara S

Frontiers in Big Data

111 views

Original Research

Accepted on 27 Jul 2026

From Crisis to New Routine: Shifts in Urban Shopping Mobility and Socioeconomic Inequality During and After the COVID-19 Shock

in Data Analytics for Social Impact

Yilun Xu
Mohsen Bahrami
Alex 'Sandy' Pentland

Frontiers in Big Data

100 views

Original Research

Accepted on 27 Jul 2026

A Novel Two-Parameter Discrete Exponentiated Exponential Distribution with its Neutrosophic Extension: Mathematical Characterization and Real-World Count Data Modeling

in Data Science

Furqan Ahmed P
Sujatha V

Frontiers in Big Data

Original Research

Published on 23 Jul 2026

Shifting supply chain interdependencies among global automakers

in Big Data Networks

Hiromitsu Goto
Wataru Souma

Frontiers in Big Data

doi 10.3389/fdata.2026.1886902

646 views

Systematic Review

Published on 22 Jul 2026

AI applied to Saudi Arabia higher education: systematic literature review—SLR with PRISMA and VOSviewer

in Data Analytics for Social Impact

Jehad Alqurni

Frontiers in Big Data

doi 10.3389/fdata.2026.1846964

692 views

Original Research

Published on 22 Jul 2026

A cost-sensitive random forest framework for ARP spoofing detection in Internet of Medical Things networks

in Cybersecurity and Privacy

Siddhartha Singhal
Kakelli Anil Kumar

Frontiers in Big Data

doi 10.3389/fdata.2026.1878242

686 views

Hypothesis and Theory

Accepted on 21 Jul 2026

Differentiated memory and scientific cognition in AI research agents

in Machine Learning and Artificial Intelligence

Diego F Cuadros
Abdoul-Aziz Maiga
Sid Thatham
Alvaro Ortiz
Margaret Powers-Fletcher
Ming Tang

Frontiers in Big Data

207 views

Original Research

Accepted on 20 Jul 2026

Interviewer Effects on Underreporting of Traditional Contraceptive Use: Evidence from National Family Health Survey-5

in Data Analytics for Social Impact

Rupalee Singh Chauhan
Laxmi Kant Dwivedi
Priyanka Dixit
Shiva S Halli

Frontiers in Big Data

163 views

Original Research

Published on 16 Jul 2026

Machine learning approach for predicting the severity risk of obstructive sleep apnea syndrome

in Machine Learning and Artificial Intelligence

Qi Wang
Xiaoyu Yang
Shuran Xu
Haohao Wu
Guixuan Wang
Huixian Liu
Ronghua Chen
Fengming Xu
Cheng Wang
Kang Du

Frontiers in Big Data

doi 10.3389/fdata.2026.1832790

757 views

Original Research

Accepted on 14 Jul 2026

DKFraudNet: A Knowledge-Guided Adversarial Learning Framework for Fraud User Detection

in Data Analytics for Social Impact

Yingjun Shen
Renda Shi
Kaixi Song
Yunpeng Li

Frontiers in Big Data

241 views

Review

Published on 10 Jul 2026

A dataset-centric review of IoT and IIoT intrusion detection: realism, evaluation biases, and future research directions

in Cybersecurity and Privacy

Dwarsala Sreedhar Reddy
Kakelli Anil Kumar

Frontiers in Big Data

doi 10.3389/fdata.2026.1878260

1,586 views

Original Research

Published on 09 Jul 2026

A prognostic tool for pulmonary collapse: nomogram-based prediction of 28-day mortality

in Medicine and Public Health

Xinming He
Wenchong Yu
Yuling Li
Ao Ma
Zhichao Meng
Jiehao Zhu
Minghui Tan
Xiaodong Zhao
Mu Chen

Frontiers in Big Data

doi 10.3389/fdata.2026.1728498

751 views

Original Research

Published on 09 Jul 2026

Noise-robust temporal–spectral fusion transformers for EEG-based cognitive state classification in aviation environments

in Machine Learning and Artificial Intelligence

Quynh Anh Nguyen
Nam Anh Dao
Long Nguyen

Frontiers in Big Data

doi 10.3389/fdata.2026.1837706

678 views

Original Research

Accepted on 08 Jul 2026

Enhancing IoT Botnet Detection with Explainable Ensemble Learning

in Cybersecurity and Privacy

Sambath M
Linda Joseph
Vivekanandan M

Frontiers in Big Data

938 views

Original Research

Published on 08 Jul 2026

Evolutionary multi-agent reinforcement learning for crisis-aware demographic policy optimization

in Machine Learning and Artificial Intelligence

Anton V. Dozhdikov
Arseniy M. Sitkovskiy

Frontiers in Big Data

doi 10.3389/fdata.2026.1842233

900 views

Original Research

Published on 07 Jul 2026

Cross-model evaluation of phishing detectors against LLM-generated emails

in Cybersecurity and Privacy

Rommel Gutierrez
William Villegas-Ch
Jaime Govea

Frontiers in Big Data

doi 10.3389/fdata.2026.1883452

1,119 views

Original Research

Accepted on 06 Jul 2026

A Novel Three-Parameter GompertzLomax Distribution with a Physics-Informed Survival Network: Statistical Theory, Hazard Shape Characterisation, and Real-World Applications

in Data Science

Furqan Ahmed P
Sujatha V

Frontiers in Big Data

305 views

Original Research

Accepted on 03 Jul 2026

Real-Time AI-Driven Trend Analytics for Smart City Digital Services Using Streaming Data

in Data Science

Aliya Beishenaly
Abdul Razaque
Raissa Uskenbayeva
Zhuldyz Kalpeyeva
Venera Elle
Aizhan Kassymova

Frontiers in Big Data

318 views

Original Research

Published on 23 Jun 2026

Adaptive class-aware feature selection for high-dimensional and imbalanced multi-class network intrusion detection

in Cybersecurity and Privacy

Joseph P. Mchina
Neema Mduma
Ramadhani S. Sinde

Frontiers in Big Data

doi 10.3389/fdata.2026.1871346

1,019 views

Original Research

Published on 23 Jun 2026

Influence of localized roadway surface obstacles on vehicular emissions under real-world urban driving conditions

in Data-driven Climate Sciences

Victor Cardoso Oliveira
Thiago Iachiley Araújo de Souza
Nicole Souza Batista
Bruno Vieira Bertoncini
Verônica Teixeira Franco Castelo Branco

Frontiers in Big Data

doi 10.3389/fdata.2026.1807559

905 views

775 articles

articles

A Cognitively Inspired Feature-Level Fusion Framework for Interpretable Retail Sales Forecasting using Integration of Extreme Gradient Boost Machine, Artificial Neural Network and Attention Mechanism Model

A computational analysis of human rights discourse in news media using institutional theory

IOTTRUST: Graph-Based Anomaly Detection for IoT Intrusion Using Network Flow Topology and Community Structure Analysis on UNSW-NB15

Benchmarking Retrieval Augmented Generation LLMs for Arabic Noise Robustness

Study of Deep Learning Cues for Cross Linguistic Part Of Speech Tagging in English– Malayalam Code-Mixed Data

From Crisis to New Routine: Shifts in Urban Shopping Mobility and Socioeconomic Inequality During and After the COVID-19 Shock

A Novel Two-Parameter Discrete Exponentiated Exponential Distribution with its Neutrosophic Extension: Mathematical Characterization and Real-World Count Data Modeling

Shifting supply chain interdependencies among global automakers

AI applied to Saudi Arabia higher education: systematic literature review—SLR with PRISMA and VOSviewer

A cost-sensitive random forest framework for ARP spoofing detection in Internet of Medical Things networks

Differentiated memory and scientific cognition in AI research agents

Interviewer Effects on Underreporting of Traditional Contraceptive Use: Evidence from National Family Health Survey-5

Machine learning approach for predicting the severity risk of obstructive sleep apnea syndrome

DKFraudNet: A Knowledge-Guided Adversarial Learning Framework for Fraud User Detection

A dataset-centric review of IoT and IIoT intrusion detection: realism, evaluation biases, and future research directions

A prognostic tool for pulmonary collapse: nomogram-based prediction of 28-day mortality

Noise-robust temporal–spectral fusion transformers for EEG-based cognitive state classification in aviation environments

Enhancing IoT Botnet Detection with Explainable Ensemble Learning

Evolutionary multi-agent reinforcement learning for crisis-aware demographic policy optimization

Cross-model evaluation of phishing detectors against LLM-generated emails

A Novel Three-Parameter GompertzLomax Distribution with a Physics-Informed Survival Network: Statistical Theory, Hazard Shape Characterisation, and Real-World Applications

Real-Time AI-Driven Trend Analytics for Smart City Digital Services Using Streaming Data

Adaptive class-aware feature selection for high-dimensional and imbalanced multi-class network intrusion detection

Influence of localized roadway surface obstacles on vehicular emissions under real-world urban driving conditions