Frontiers in Big Data

Original Research

Published on 17 Aug 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

doi 10.3389/fdata.2026.1884673

449 views

Original Research

Accepted on 14 Aug 2026

Fine-Tuning Multilingual Sentence Transformers for Low-Resource Skill-Concept Matching across Kazakh, Russian and English

in Machine Learning and Artificial Intelligence

Sandugash Serikbayeva
Madina Sambetbayeva
Valiya Ramazanova
Aigerim Yerimbetova
Zhanar Lamasheva
Zhanna Sadirmekova
Ardak Batyrkhanov
Yersaiyn Mailybayev

Frontiers in Big Data

152 views

Original Research

Accepted on 14 Aug 2026

GICPIdb: An Archival Repository of Multimodal Data focusing on Pathological Images for Gastrointestinal Cancers

in Medicine and Public Health

Huang Chen
Ling Tong
Jinyang Liu
Kai Liu
XiaoTong Li
Shufang Shi
Shuxue Xi
Geng Tian
Meijun Zhang
Dingrong Zhong

Frontiers in Big Data

134 views

Original Research

Published on 14 Aug 2026

Real-time AI-driven trend analytics for smart city digital services using streaming data

in Data Science

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

Frontiers in Big Data

doi 10.3389/fdata.2026.1811835

498 views

Review

Accepted on 13 Aug 2026

AI-Driven Cybersecurity for Industrial Internet of Things: Architectures, Challenges, Datasets, and Future Research Directions

in Cybersecurity and Privacy

Siddhartha Singhal
Kakelli Anil Kumar

Frontiers in Big Data

269 views

Original Research

Published on 12 Aug 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

doi 10.3389/fdata.2026.1887075

458 views

Original Research

Published on 12 Aug 2026

Enhancing IoT botnet detection with explainable ensemble learning

in Cybersecurity and Privacy

Linda Joseph
Sambath M.
Vivekanandan M.

Frontiers in Big Data

doi 10.3389/fdata.2026.1811967

1,155 views

Original Research

Accepted on 11 Aug 2026

Reconstruction Aware Urban Crime Analytics from Incomplete Judicial Records Using Heterogeneous Graph Temporal Imputation

in Machine Learning and Artificial Intelligence

Wen Xu
Yong Dai
Qi Zhang
Keyu Chen
Sanxia Zeng

Frontiers in Big Data

216 views

Original Research

Accepted on 10 Aug 2026

HK-DeepIV: Heat-Kernel Geometric Diagnostics and Early-Warning Signals for Curvature-Induced Interference in Financial Correlation Networks

in Big Data Networks

Ntebogang Dinah Moroke

Frontiers in Big Data

219 views

Original Research

Accepted on 07 Aug 2026

HyperIDS: A Hypergraph Learning and Quantum-Inspired Transformer Ensemble Framework for IoT Intrusion Detection

in Cybersecurity and Privacy

Samayank Goel
Logeswari G
Tamilarasi K

Frontiers in Big Data

724 views

Technology and Code

Accepted on 07 Aug 2026

BRI DataLab: An AI-Assisted Research Platform for Chinese Infrastructure Finance

in Data Analytics for Social Impact

Sanoop Sajan Koshy

Frontiers in Big Data

303 views

Original Research

Accepted on 07 Aug 2026

Data-Driven Adaptive Hybrid Models for Exchange Rate Return Forecasting

in Machine Learning and Artificial Intelligence

OLUMIDE SUNDAY SUNDAY ADESINA
Lawrence Ogecgukwu Obokoh

Frontiers in Big Data

287 views

Editorial

Accepted on 06 Aug 2026

Editorial: Smart Forecasting: Deep Learning and Explainable AI for Real-World Time Series Prediction

in Data Mining and Management

Leonard Barolli
Antonino Ferraro
Antonio Galli
Francesco Moscato

Frontiers in Big Data

317 views

Hypothesis and Theory

Published on 05 Aug 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

doi 10.3389/fdata.2026.1916523

602 views

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

397 views

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

558 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

372 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

330 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

336 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

302 views

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

974 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

989 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

883 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

378 views

784 articles

articles

Benchmarking retrieval augmented generation LLMs for Arabic noise robustness

Fine-Tuning Multilingual Sentence Transformers for Low-Resource Skill-Concept Matching across Kazakh, Russian and English

GICPIdb: An Archival Repository of Multimodal Data focusing on Pathological Images for Gastrointestinal Cancers

Real-time AI-driven trend analytics for smart city digital services using streaming data

AI-Driven Cybersecurity for Industrial Internet of Things: Architectures, Challenges, Datasets, and Future Research Directions

DKFraudNet: a knowledge-guided adversarial learning framework for fraud user detection

Enhancing IoT botnet detection with explainable ensemble learning

Reconstruction Aware Urban Crime Analytics from Incomplete Judicial Records Using Heterogeneous Graph Temporal Imputation

HK-DeepIV: Heat-Kernel Geometric Diagnostics and Early-Warning Signals for Curvature-Induced Interference in Financial Correlation Networks

HyperIDS: A Hypergraph Learning and Quantum-Inspired Transformer Ensemble Framework for IoT Intrusion Detection

BRI DataLab: An AI-Assisted Research Platform for Chinese Infrastructure Finance

Data-Driven Adaptive Hybrid Models for Exchange Rate Return Forecasting

Editorial: Smart Forecasting: Deep Learning and Explainable AI for Real-World Time Series Prediction

Differentiated memory and scientific cognition in AI research agents

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

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

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