Frontiers in Big Data

Original Research

Published on 12 May 2026

Cheatomaly: weakly supervised video anomaly ranking for exam cheating detection using vision transformers

in Machine Learning and Artificial Intelligence

El Mehdi Alaoui Mrani
Anas Bouayad
Khalid Fardousse

Frontiers in Big Data

doi 10.3389/fdata.2026.1817120

357 views

Technology and Code

Accepted on 11 May 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

Methods

Published on 11 May 2026

A longitudinal multimodal big data infrastructure for precision poultry monitoring

in Machine Learning and Artificial Intelligence

Daniel Essien
Yashan Dhaliwal
Suresh Neethirajan

Frontiers in Big Data

doi 10.3389/fdata.2026.1821612

423 views

Original Research

Published on 11 May 2026

Fairness across domains: a unified fairness-aware framework for domain generalization and unsupervised adaptation

in Data Mining and Management

Kai Jiang
Chen Zhao
Haoliang Wang
Xintao Wu
Latifur Khan
Christan Grant
Feng Chen

Frontiers in Big Data

doi 10.3389/fdata.2026.1764468

459 views

Hypothesis and Theory

Published on 11 May 2026

Optimizing large-scale graph database ingestion through edge value ranking: a proposed framework

in Machine Learning and Artificial Intelligence

Phanindra Reddy Madduru
Bijo Thomas

Frontiers in Big Data

doi 10.3389/fdata.2026.1768571

417 views

Original Research

Accepted on 08 May 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 Abdul Karim

Frontiers in Big Data

Original Research

Published on 08 May 2026

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.2026.1807184

391 views

Original Research

Published on 08 May 2026

Detection and classification of lung cancer using sequential hybridization of CNN and RNN type architectures

in Machine Learning and Artificial Intelligence

Maheswari Vutukuri
Parveen Sultana Habibullah

Frontiers in Big Data

doi 10.3389/fdata.2026.1786859

373 views

Original Research

Accepted on 07 May 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 Ampuan Haji Sadikin
Heru Susanto

Frontiers in Big Data

105 views

Original Research

Accepted on 05 May 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
Onais Khan Mohammed
Khizer Syed

Frontiers in Big Data

109 views

Original Research

Accepted on 04 May 2026

Interpretable Intrusion Detection for IoT: A CNN-BiLSTM Permutation Importance Framework for Deep Feature Selection

in Cybersecurity and Privacy

Ibraahim AL-Shibly
Llorenc¸ Burgas
Joaquim Massana

Frontiers in Big Data

181 views

Perspective

Published on 01 May 2026

Strategic cyber intelligence with advanced analytics in Latin America: a perspective

in Cybersecurity and Privacy

Tamara Briones-Lascano
Vanessa Vergara-Lozano
Alex Miranda-Andrade

Frontiers in Big Data

doi 10.3389/fdata.2026.1733733

409 views

Original Research

Accepted on 30 Apr 2026

An Empirical Test of Antecedents and Perceived Performance of Big Data Analytics in Telecommunication Companies

in Big Data Networks

Ibrahim Magboul
Diaeldin Osman
Fadi Herzallah
Alnour Nadir Osman
Dexter Gittens

Frontiers in Big Data

262 views

Original Research

Accepted on 30 Apr 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

307 views

Original Research

Accepted on 29 Apr 2026

Understanding Visitor Experience in Urban Attractions through Online Reviews

in Data Analytics for Social Impact

Poeti Nazura Gulfira Akbar
Hera Oktadiana

Frontiers in Big Data

290 views

Original Research

Published on 28 Apr 2026

Novel approach of encrypted network traffic classification using deep convolutional neural network with Artificial Bee Colony and Genetic Algorithm

in Cybersecurity and Privacy

Sujan Kumar Mohanty
Satyajit Rath
Satya Ranjan Sahu
Bikram Kumar Parida
Rakesh Chandra Balabantaray

Frontiers in Big Data

doi 10.3389/fdata.2026.1821270

533 views

Original Research

Published on 24 Apr 2026

Beyond performance metrics: evaluating the unique value of generative AI in hybrid cybersecurity threat detection

in Cybersecurity and Privacy

Juan Antonio González-Ramos
Pablo Chamoso

Frontiers in Big Data

doi 10.3389/fdata.2026.1768366

688 views

Systematic Review

Published on 24 Apr 2026

The designing of a transparent hybrid machine learning framework for water leak detection: a systematic review

in Machine Learning and Artificial Intelligence

Chinemerem M. Anozie
Tite Tuyikeze
Ibidun C. Obagbuwa
Fezile Matsebula

Frontiers in Big Data

doi 10.3389/fdata.2026.1761377

548 views

Systematic Review

Accepted on 22 Apr 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

371 views

Original Research

Accepted on 17 Apr 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

288 views

Original Research

Published on 17 Apr 2026

Generation of Kazakhstan's unified national testing variants using AI: a platform for automatic task creation with expert control

in Machine Learning and Artificial Intelligence

Bolatbek Abdrasilov
Talgat Niyazov
Lyazzat Shinetova
Shugyla Altybayeva
Kenzhekul Turalbayeva
David Orlov

Frontiers in Big Data

doi 10.3389/fdata.2026.1772101

797 views

Systematic Review

Accepted on 13 Apr 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

390 views

Original Research

Published on 10 Apr 2026

Evaluating the impact of OMOP-CDM on data quality insight generation in respiratory disease management

in Medicine and Public Health

Brenda Mbouamba Yankam
Fankoua Tchaptchet Luc Baudoin
Pauline Andeso
François Anicet Onana Akoa
Jean Blaise Ebimbe
Miranda Barasa
Mbele Onana
Samuel Iddi
Agnes Kiragga
Bertrand Hugo Mbatchou Ngahane

Frontiers in Big Data

doi 10.3389/fdata.2026.1744885

586 views

Original Research

Published on 07 Apr 2026

A reinforcement learning-guided interpretable method for postoperative sepsis prediction with Hilbert-Schmidt Independence Criterion

in Data Mining and Management

Kunhua Zhong
Han Chen
Qilong Sun
Peng Wang
Zhenbei Liu
Yuwen Chen

Frontiers in Big Data

doi 10.3389/fdata.2026.1811110

488 views

746 articles

articles

Cheatomaly: weakly supervised video anomaly ranking for exam cheating detection using vision transformers

Democratizing Cloud Data Lake Analytics: Natural Language Access to Apache Iceberg via LLM Agents

A longitudinal multimodal big data infrastructure for precision poultry monitoring

Fairness across domains: a unified fairness-aware framework for domain generalization and unsupervised adaptation

Optimizing large-scale graph database ingestion through edge value ranking: a proposed framework

When Uncertainty Guides Learning: A Highly Effective Approach to Kidney Disease Classification in CT Imaging

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

Detection and classification of lung cancer using sequential hybridization of CNN and RNN type architectures

Inner Layer Security Reinforcement for Instant Payment Systems: A Dual Layer Encryption-Steganography Evaluation in Brunei's Digital Payment Context

Case Count Metric for Comparative Analysis of Entity Resolution Results

Interpretable Intrusion Detection for IoT: A CNN-BiLSTM Permutation Importance Framework for Deep Feature Selection

Strategic cyber intelligence with advanced analytics in Latin America: a perspective

An Empirical Test of Antecedents and Perceived Performance of Big Data Analytics in Telecommunication Companies

Data Field Theory: A Geometric Framework for Learning on Riemannian Manifolds with Synthetic Validation and Limitation Analysis

Understanding Visitor Experience in Urban Attractions through Online Reviews

Novel approach of encrypted network traffic classification using deep convolutional neural network with Artificial Bee Colony and Genetic Algorithm

Beyond performance metrics: evaluating the unique value of generative AI in hybrid cybersecurity threat detection

The designing of a transparent hybrid machine learning framework for water leak detection: a systematic review

The Role of Statistical Methods and Artificial Intelligence in Inventory Management for Manufacturing Industries: A Systematic Literature Review

KATENA: A Verifiable Governance Architecture for Encrypted Cloud Storage Systems

Generation of Kazakhstan's unified national testing variants using AI: a platform for automatic task creation with expert control

Definitional Ambiguity in Cognitive Warfare: A Critical and Systematic Conceptual Review through Ideal-Type Analysis

Evaluating the impact of OMOP-CDM on data quality insight generation in respiratory disease management

A reinforcement learning-guided interpretable method for postoperative sepsis prediction with Hilbert-Schmidt Independence Criterion