Frontiers in Big Data

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

810 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

509 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

439 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

758 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

640 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

489 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

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

133 views

Original Research

Accepted on 01 Jul 2026

Shifting Supply Chain Interdependencies Among Global Automakers

in Big Data Networks

Hiromitsu Goto
Wataru Souma

Frontiers in Big Data

130 views

Systematic Review

Accepted on 29 Jun 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

198 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

762 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

731 views

Original Research

Published on 18 Jun 2026

Where diverse populations gather: transit accessibility and the spatial structure of social mixing

in Data Analytics for Social Impact

Yuan Liao

Frontiers in Big Data

doi 10.3389/fdata.2026.1857064

769 views

Original Research

Published on 18 Jun 2026

Deep learning model to predict COPD hospital admissions based on meteorological data: a medical meteorological forecast

in Medicine and Public Health

Lei Zhang
Mingjie Zhang
Jinghong Zhang
Yajie Zhang
Tian Xie
Yipeng Ding
Shuyuan Chu
Haihong Wu

Frontiers in Big Data

doi 10.3389/fdata.2026.1687969

734 views

Original Research

Published on 17 Jun 2026

Inner layer security reinforcement for instant payment systems: a dual layer encryption-steganography evaluation in Brunei's digital payment context

in Cybersecurity and Privacy

Ampuan Shazani bin Ampuan Haji Sadikin
Heru Susanto

Frontiers in Big Data

doi 10.3389/fdata.2026.1826953

911 views

Original Research

Published on 16 Jun 2026

Measuring the impact of virtualization and containerization on the environment when using GPUs for processing the AI models

in Machine Learning and Artificial Intelligence

Safaa Hriez
Mohammad Haikal

Frontiers in Big Data

doi 10.3389/fdata.2026.1838191

728 views

Mini Review

Published on 15 Jun 2026

Using artificial intelligence to improve governance and public services in Africa

in Data Analytics for Social Impact

David Mhlanga

Frontiers in Big Data

doi 10.3389/fdata.2026.1835663

981 views

Original Research

Accepted on 11 Jun 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

369 views

Original Research

Published on 11 Jun 2026

Case count metric for comparative analysis of entity resolution results

in Data Science

John R. Talburt
Muzakkiruddin Ahmed Mohammed
Mert Can Cakmak
Onais Khan Mohammed
Mahboob Khan Mohammed
Khizer Syed
Leon Claassens

Frontiers in Big Data

doi 10.3389/fdata.2026.1736939

1,078 views

Original Research

Published on 11 Jun 2026

Data field theory: a geometric framework for learning on Riemannian manifolds with synthetic validation and limitation analysis

in Machine Learning and Artificial Intelligence

Mohammadreza Nehzati

Frontiers in Big Data

doi 10.3389/fdata.2026.1752468

1,591 views

Correction

Published on 10 Jun 2026

Correction: Explainable gradient convolutional vector fuzzy pattern analysis based on ensemble model for facial expression recognition

in Machine Learning and Artificial Intelligence

Lakshmi Sarvani Videla
Babu Reddy Mukamalla

Frontiers in Big Data

doi 10.3389/fdata.2026.1883246

579 views

Original Research

Accepted on 09 Jun 2026

Machine Learning Approach for Predicting the Severity Risk of Obstructive Sleep Apnea Syndrome

in Machine Learning and Artificial Intelligence

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

Frontiers in Big Data

405 views

Original Research

Published on 09 Jun 2026

When uncertainty guides learning: a highly effective approach to kidney disease classification in CT imaging

in Machine Learning and Artificial Intelligence

Muslima Akter
Fahmid Al Farid
Md Yousuf Ahmad
Md Azad Hossain Raju
Sowad Rahman
Jia Uddin
Hezerul Bin Abdul Karim

Frontiers in Big Data

doi 10.3389/fdata.2026.1825213

1,012 views

Technology and Code

Published on 08 Jun 2026

Democratizing cloud data lake analytics: natural language access to Apache Iceberg via LLM agents

in Data Science

Vipin Kataria
Nitin Kumar

Frontiers in Big Data

doi 10.3389/fdata.2026.1785710

1,436 views

765 articles

articles

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

Shifting Supply Chain Interdependencies Among Global Automakers

AI applied to Saudi Arabia Higher education: Systematic Literature Review - SLR with PRISMA and VOSviewer

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

Where diverse populations gather: transit accessibility and the spatial structure of social mixing

Deep learning model to predict COPD hospital admissions based on meteorological data: a medical meteorological forecast

Inner layer security reinforcement for instant payment systems: a dual layer encryption-steganography evaluation in Brunei's digital payment context

Measuring the impact of virtualization and containerization on the environment when using GPUs for processing the AI models

Using artificial intelligence to improve governance and public services in Africa

A Cost-Sensitive Random Forest Framework for ARP Spoofing Detection in Internet of Medical Things Networks

Case count metric for comparative analysis of entity resolution results

Data field theory: a geometric framework for learning on Riemannian manifolds with synthetic validation and limitation analysis

Correction: Explainable gradient convolutional vector fuzzy pattern analysis based on ensemble model for facial expression recognition

Machine Learning Approach for Predicting the Severity Risk of Obstructive Sleep Apnea Syndrome

When uncertainty guides learning: a highly effective approach to kidney disease classification in CT imaging

Democratizing cloud data lake analytics: natural language access to Apache Iceberg via LLM agents