Frontiers in Artificial Intelligence | Machine Learning and Artificial Intelligence

Original Research

Published on 21 Aug 2026

TAE-IDS: a trust-aware explainable intrusion detection framework using attention-based meta-ensemble learning with blockchain validation

in Machine Learning and Artificial Intelligence

S. Antony Joseph Raj
M. Madiajagan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1903112

402 views

Original Research

Published on 20 Aug 2026

Enhanced deep learning networks integrated by fractals for air quality index analysis

in Machine Learning and Artificial Intelligence

S. Kala Nandhini
L. Thanga Mariappan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1892338

280 views

Original Research

Published on 20 Aug 2026

AI-driven ANN–PSO smart-inverter capacity allocation at preselected buses under meteorological uncertainty

in Machine Learning and Artificial Intelligence

Selman Djeffal
Badreddine Bendriss
Abdelhamid Ghoul
Mohamed Razi Morakchi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1896551

377 views

Original Research

Accepted on 19 Aug 2026

UniPET: A Unified Approach for Whole-Body CT to PET Translation

in Machine Learning and Artificial Intelligence

Francesco Di Feola
Valerio Guarrasi
Mikael Johansson
Paolo Soda

Frontiers in Artificial Intelligence

Original Research

Published on 19 Aug 2026

Rheumatoid arthritis classification using hybrid pretrained quantum convolutional neural network

in Machine Learning and Artificial Intelligence

D. Jeyamani
Rukmani Panjanathan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1794495

511 views

Original Research

Published on 19 Aug 2026

A lightweight hybrid CNN-transformer model for smoke removal in laparoscopic surgery images

in Machine Learning and Artificial Intelligence

Dhinesh Kumar Mahalingam
Tamilarasi Kathirvel Murugan
Logeswari Govindaraj
Sanjay Chauhan
Vishal Babu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1898106

483 views

Brief Research Report

Published on 19 Aug 2026

Human behavior alignment to improve the robustness of deep neural networks

in Machine Learning and Artificial Intelligence

Bharath Anand
Sarada Krithivasan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1709840

856 views

Original Research

Published on 19 Aug 2026

Automating the creation of fashion patterns using deep learning algorithms

in Machine Learning and Artificial Intelligence

Randa Alsabhi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1828627

323 views

Original Research

Accepted on 18 Aug 2026

NeuroTrustNet: A Cost-Effective Multimodal Ensemble Framework for Brain Tumor Classification under Cross-Dataset Variability

in Machine Learning and Artificial Intelligence

Ferdaus Ibne Aziz
Insoo Koo
Tumennast Erdenebold
Jubayer A. Hossain
Asle Fagerstrøm
Debasish Ghose

Frontiers in Artificial Intelligence

110 views

Original Research

Published on 18 Aug 2026

GSARC: a group shuffle activated redundant connection framework for post-hoc feature space adaptation in skin lesion classification on the HAM10000 dataset

in Machine Learning and Artificial Intelligence

Kumar Abhishek
Muralitharan Aishwaryaa Shree
Vinesh Kannaa Balaji
Rathna R

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1867177

456 views

Original Research

Published on 18 Aug 2026

Digital twin framework for personalized behavioral health optimization with Q-learning and graph-based planning

in Machine Learning and Artificial Intelligence

Ayan Chatterjee
Nurilla Avazov

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1834688

370 views

Original Research

Accepted on 17 Aug 2026

Revisiting Dynamic Batch Scheduling for Grokking: The Role of Batch Size, Sample Budget, and Regularization

in Machine Learning and Artificial Intelligence

Roland Fang

Frontiers in Artificial Intelligence

Original Research

Accepted on 17 Aug 2026

A Unified Multi-Modal Latent Diffusion Framework with Modality-Dropout Training

in Machine Learning and Artificial Intelligence

Remya S
Manu J Pillai
Laveena Herman
Niranjan B
Somula Ramasubbareddy
Yongyun Cho

Frontiers in Artificial Intelligence

Original Research

Published on 17 Aug 2026

A blockchain-empowered AutoML reputation system for anonymous customer service in SMEs

in Machine Learning and Artificial Intelligence

Selvalakshmi Annamalai
Logesh Ravi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1846713

375 views

Brief Research Report

Published on 17 Aug 2026

Leakage-aware race-level upset-risk diagnostics for prospective horse-race prediction

in Machine Learning and Artificial Intelligence

Shuichi Sugiura

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1922250

589 views

Original Research

Published on 17 Aug 2026

Hybrid fuzzy clustering and temporal deep learning framework for multi-parameter forecasting in industrial thermal processes

in Machine Learning and Artificial Intelligence

V. Vignesh
G. V. Narendran
R. Senthil Kumar
R. Sitharthan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1826705

339 views

Original Research

Accepted on 14 Aug 2026

Evaluation of a Hybrid Battery Digital Twin for Joint SOC–SOE Estimation Under Real Driving Conditions

in Machine Learning and Artificial Intelligence

Sushil Krishnan
Yokesh Babu Sundaresan

Frontiers in Artificial Intelligence

269 views

Original Research

Accepted on 14 Aug 2026

A Robust Privacy-Preserving Federated Framework for Kidney CT Image Classification using Transfer Learning Models

in Machine Learning and Artificial Intelligence

Sai Sri Hemantha Konala
Srinivas Koppu

Frontiers in Artificial Intelligence

298 views

Original Research

Accepted on 14 Aug 2026

Unsupervised Deep Learning Framework for Early Detection of Wellbore Trajectory Deviation in Drilling Operations

in Machine Learning and Artificial Intelligence

Aslam Abdullah M
Prabhat Singh
Bushitha Vickram
Annmaria Benny
KADEEJA MARIYAM
Sudakshina Dan
Harishwaran R
NAVEEN KUMAR B

Frontiers in Artificial Intelligence

247 views

Original Research

Accepted on 14 Aug 2026

DST-SGR: A Mamba-Inspired Dual-Stream Spectro-Temporal Network for Remaining Useful Life Prediction of Rotating Machinery

in Machine Learning and Artificial Intelligence

GAURISH KUMAR
Madhavan S
Dhanalakshmi R

Frontiers in Artificial Intelligence

225 views

Original Research

Published on 14 Aug 2026

LATTICE: a governance-first architecture for authorized autonomous AI operations

in Machine Learning and Artificial Intelligence

Elias Calboreanu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1800407

990 views

Original Research

Accepted on 12 Aug 2026

Multi-Resolution Perceiver-Based Residual Attention for Explainable Fault Diagnosis in Power Transmission Systems

in Machine Learning and Artificial Intelligence

Shantanu Wani
Abinaya S
Abirami S
Priyadarshini R

Frontiers in Artificial Intelligence

279 views

Original Research

Accepted on 11 Aug 2026

The Impact of Artificial Intelligence with Multi-Head Self-Attention Based Deep Learning Model for Students' Academic Performance Monitoring

in Machine Learning and Artificial Intelligence

Mahmoud Ragab

Frontiers in Artificial Intelligence

465 views

Original Research

Accepted on 11 Aug 2026

DEEP LEARNING BASED EV BATTERY FAULT DIAGNOSIS USING RBBMO WITH CAR-TATNET FAULT DETECTION

in Machine Learning and Artificial Intelligence

TAMIZHARASI G
RAJINI GK

Frontiers in Artificial Intelligence

277 views

700 articles

articles

TAE-IDS: a trust-aware explainable intrusion detection framework using attention-based meta-ensemble learning with blockchain validation

Enhanced deep learning networks integrated by fractals for air quality index analysis

AI-driven ANN–PSO smart-inverter capacity allocation at preselected buses under meteorological uncertainty

UniPET: A Unified Approach for Whole-Body CT to PET Translation

Rheumatoid arthritis classification using hybrid pretrained quantum convolutional neural network

A lightweight hybrid CNN-transformer model for smoke removal in laparoscopic surgery images

Human behavior alignment to improve the robustness of deep neural networks

Automating the creation of fashion patterns using deep learning algorithms

NeuroTrustNet: A Cost-Effective Multimodal Ensemble Framework for Brain Tumor Classification under Cross-Dataset Variability

GSARC: a group shuffle activated redundant connection framework for post-hoc feature space adaptation in skin lesion classification on the HAM10000 dataset

Digital twin framework for personalized behavioral health optimization with Q-learning and graph-based planning

Revisiting Dynamic Batch Scheduling for Grokking: The Role of Batch Size, Sample Budget, and Regularization

A Unified Multi-Modal Latent Diffusion Framework with Modality-Dropout Training

A blockchain-empowered AutoML reputation system for anonymous customer service in SMEs

Leakage-aware race-level upset-risk diagnostics for prospective horse-race prediction

Hybrid fuzzy clustering and temporal deep learning framework for multi-parameter forecasting in industrial thermal processes

Evaluation of a Hybrid Battery Digital Twin for Joint SOC–SOE Estimation Under Real Driving Conditions

A Robust Privacy-Preserving Federated Framework for Kidney CT Image Classification using Transfer Learning Models

Unsupervised Deep Learning Framework for Early Detection of Wellbore Trajectory Deviation in Drilling Operations

DST-SGR: A Mamba-Inspired Dual-Stream Spectro-Temporal Network for Remaining Useful Life Prediction of Rotating Machinery

LATTICE: a governance-first architecture for authorized autonomous AI operations

Multi-Resolution Perceiver-Based Residual Attention for Explainable Fault Diagnosis in Power Transmission Systems

The Impact of Artificial Intelligence with Multi-Head Self-Attention Based Deep Learning Model for Students' Academic Performance Monitoring

DEEP LEARNING BASED EV BATTERY FAULT DIAGNOSIS USING RBBMO WITH CAR-TATNET FAULT DETECTION