Frontiers in Artificial Intelligence | Machine Learning and 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

217 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

395 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

192 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

208 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

207 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

183 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

164 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

701 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

256 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

415 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

229 views

Original Research

Published on 11 Aug 2026

What really happens when a dev vibes with the code? An empirical study on LLM behavioral divergence in response to expressive code comments

in Machine Learning and Artificial Intelligence

Angela N. Johnson

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1784973

459 views

Original Research

Published on 11 Aug 2026

Improved graph-based model for phishing website detection using multi-level web page graphs and dynamic heterogeneous graph attention network

in Machine Learning and Artificial Intelligence

S. Kavya
D. Sumathi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1880282

847 views

Systematic Review

Published on 11 Aug 2026

A systematic literature review exploring the application of deep learning in electric vehicles from 2015 to 2025

in Machine Learning and Artificial Intelligence

John Vianney Ssennono
Javeed Kittur
Sabah-Ud-Din Waqar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1826633

746 views

Original Research

Published on 11 Aug 2026

Automated evaluation of dental cavity preparation quality using deep learning and anatomically informed geometric analysis

in Machine Learning and Artificial Intelligence

Abdullah F. Alshammari
Bassam A. Anazi
Mahvish Khan
Hamdan A. Alshammari
Najmah A. Almowina
Yousef E. Alenezi
Saif Khan
Shafiul Haque
Ahmed A. Madfa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1884843

491 views

Original Research

Published on 11 Aug 2026

Predicting influenza in the post-COVID era: assessing LSTM, GRU, and transformer robustness to covariate shift

in Machine Learning and Artificial Intelligence

Atiqa Naeem Alam Din
Woldegebriel Assefa Woldegerima
Jianhong Wu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1886896

398 views

Systematic Review

Accepted on 10 Aug 2026

Accuracy--Latency Trade-offs and Absent Embedded Validation in Deep Learning Driver Drowsiness Detection: A PRISMA Systematic Review

in Machine Learning and Artificial Intelligence

Christian Wilbert Salas Yupanqui
Cristhian Edy Llanque Tipo
Frank Diego Choquehuanca Huayhua
Esteban Tocto-Cano

Frontiers in Artificial Intelligence

Original Research

Accepted on 10 Aug 2026

Hybrid Neuro-Symbolic Graph Explanation Framework for Fraud Detection in Financial Transaction Networks

in Machine Learning and Artificial Intelligence

JANNATH NISHA O S
Neeraj S Kumar
Idhikash J
Shreenidhi S R

Frontiers in Artificial Intelligence

155 views

Review

Accepted on 10 Aug 2026

Deep Learning Techniques for Extreme Rainfall Prediction: A Review of State-of-the-Art

in Machine Learning and Artificial Intelligence

Braiton U. Mukhalela
Serestina Viriri
David Ndzi
Michael Gebreslasie
Muhammad Zeeshan Shakir
Naeem Ramzan
Fahad Ayaz
Mary Lynch
Llinos Haf Spencer
Saloshni Naidoo

Frontiers in Artificial Intelligence

133 views

Original Research

Accepted on 10 Aug 2026

Uncertainty-Aware Federated Temporal Learning with Explainable LLM-Based Coaching for Privacy-Preserving Wearable Health Systems

in Machine Learning and Artificial Intelligence

Prassanna J
Duane Chembakassery
Harisankar R Nair

Frontiers in Artificial Intelligence

Original Research

Published on 10 Aug 2026

GA-AFedOD: gradient-aligned active federated learning for resource-aware object detection in edge industrial IoT

in Machine Learning and Artificial Intelligence

Zepeng Wang
Xiaogang Yuan
Jie Chen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1895239

474 views

Original Research

Published on 10 Aug 2026

Fear-driven predator–prey dynamics with prey refuge: analytical framework and physics-informed neural network approach

in Machine Learning and Artificial Intelligence

G. Ramraj
T. Poornima

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1868693

469 views

Original Research

Accepted on 06 Aug 2026

ConvNeXt–KAN: A Kolmogorov–Arnold Network Head for Robust Multi-class Staging of Alzheimer's Disease from Brain MRI

in Machine Learning and Artificial Intelligence

Kamrul Islam
Belayet Hossen
Md Takbir Alam Manjar
Sharmin Sultana

Frontiers in Artificial Intelligence

277 views

Original Research

Published on 06 Aug 2026

Generative AI-enhanced synthetic X-ray augmentation with gradient-based selection for battery detection in WEEE

in Machine Learning and Artificial Intelligence

Farhan Mahmood
George Chryssinas
Myrto Inglezou
Evangelos Katralis
Panagiotis Chatzakos
Antonios Porichis

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1881543

411 views

697 articles

articles

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

What really happens when a dev vibes with the code? An empirical study on LLM behavioral divergence in response to expressive code comments

Improved graph-based model for phishing website detection using multi-level web page graphs and dynamic heterogeneous graph attention network

A systematic literature review exploring the application of deep learning in electric vehicles from 2015 to 2025

Automated evaluation of dental cavity preparation quality using deep learning and anatomically informed geometric analysis

Predicting influenza in the post-COVID era: assessing LSTM, GRU, and transformer robustness to covariate shift

Accuracy--Latency Trade-offs and Absent Embedded Validation in Deep Learning Driver Drowsiness Detection: A PRISMA Systematic Review

Hybrid Neuro-Symbolic Graph Explanation Framework for Fraud Detection in Financial Transaction Networks

Deep Learning Techniques for Extreme Rainfall Prediction: A Review of State-of-the-Art

Uncertainty-Aware Federated Temporal Learning with Explainable LLM-Based Coaching for Privacy-Preserving Wearable Health Systems

GA-AFedOD: gradient-aligned active federated learning for resource-aware object detection in edge industrial IoT

Fear-driven predator–prey dynamics with prey refuge: analytical framework and physics-informed neural network approach

ConvNeXt–KAN: A Kolmogorov–Arnold Network Head for Robust Multi-class Staging of Alzheimer's Disease from Brain MRI

Generative AI-enhanced synthetic X-ray augmentation with gradient-based selection for battery detection in WEEE