Frontiers in Big Data

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

451 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

465 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

655 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

503 views

Original Research

Accepted on 15 Jun 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

166 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

579 views

Original Research

Accepted on 12 Jun 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

180 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

184 views

Original Research

Accepted on 11 Jun 2026

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

in Cybersecurity and Privacy

Rommel Gutierrez
William Villegas
Jaime Govea

Frontiers in Big Data

191 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

823 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

1,303 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

430 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

230 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

788 views

Original Research

Accepted on 08 Jun 2026

Adaptive Class-Aware Feature Selection for High-Dimensional and Imbalanced Multi-Class Network Intrusion Detection

in Cybersecurity and Privacy

Joseph Mchina
Neema Mduma
Ramadhani Sinde

Frontiers in Big Data

232 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

909 views

Original Research

Published on 05 Jun 2026

TCMB: cross-model multi-level cross-attention network with Taylor-based loss for multimodal fake news detection

in Machine Learning and Artificial Intelligence

Santosh Kumar Banbhrani

Frontiers in Big Data

doi 10.3389/fdata.2026.1796969

1,198 views

Original Research

Accepted on 04 Jun 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

253 views

Original Research

Accepted on 01 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
Bruno Vieira Bertoncini
Verônica Castelo Branco

Frontiers in Big Data

341 views

Original Research

Accepted on 22 May 2026

A Dynamic MLP Architecture for Sequential Recommendation

in Data Science

Qinhong Wang
Chao Long
Husheng Dong

Frontiers in Big Data

483 views

Original Research

Published on 22 May 2026

Interpretable intrusion detection for IoT: a CNN-BiLSTM permutation importance framework for deep feature selection

in Cybersecurity and Privacy

Ibrahim Al-Shibly
Llorenç Burgas
Joaquim Massana

Frontiers in Big Data

doi 10.3389/fdata.2026.1813265

1,097 views

Original Research

Published on 15 May 2026

KATENA: a verifiable governance architecture for encrypted cloud storage systems

in Cybersecurity and Privacy

Jesús F. Rodríguez-Aragón
Carolina Zato
Francisco Pinto-Santos
Lorena Sánchez-Pravos

Frontiers in Big Data

doi 10.3389/fdata.2026.1829960

907 views

Systematic Review

Published on 15 May 2026

Definitional ambiguity in cognitive warfare: a critical and systematic conceptual review through ideal-type analysis

in Data Analytics for Social Impact

Per-Erik Nilsson
Andreas Haga
Kristina Hellström

Frontiers in Big Data

doi 10.3389/fdata.2026.1762571

2,486 views

Systematic Review

Published on 15 May 2026

The role of statistical methods and artificial intelligence in inventory management for manufacturing industries: a systematic literature review

in Machine Learning and Artificial Intelligence

Arvia Dwi Royani
Mahfud Sholihin
Dewi Dewi
Novika Novika
Annisa Sorayya
Wahyu Nur Hanifah
Rizki Ramadhani Arif Trilana
Paolina Buton

Frontiers in Big Data

doi 10.3389/fdata.2026.1799073

1,461 views

759 articles

articles

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

Evolutionary Multi-Agent Reinforcement Learning for Crisis-Aware Demographic Policy Optimization

Using artificial intelligence to improve governance and public services in Africa

Noise-Robust Temporal–Spectral Fusion Transformers for EEG-Based Cognitive State Classification in Aviation Environments

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

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

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

Adaptive Class-Aware Feature Selection for High-Dimensional and Imbalanced Multi-Class Network Intrusion Detection

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

TCMB: cross-model multi-level cross-attention network with Taylor-based loss for multimodal fake news detection

A Prognostic Tool for Pulmonary Collapse: Nomogram-Based Prediction of 28-Day Mortality

Influence of Localized Roadway Surface Obstacles on Vehicular Emissions under Real-World Urban Driving Conditions

A Dynamic MLP Architecture for Sequential Recommendation

Interpretable intrusion detection for IoT: a CNN-BiLSTM permutation importance framework for deep feature selection

KATENA: a verifiable governance architecture for encrypted cloud storage systems

Definitional ambiguity in cognitive warfare: a critical and systematic conceptual review through ideal-type analysis

The role of statistical methods and artificial intelligence in inventory management for manufacturing industries: a systematic literature review