Frontiers in Artificial Intelligence

Original Research

Published on 23 Oct 2026

An energy-aware diffusion graph neural network based on intuitionistic fuzzy credibility graphs for research-paper classification

in Machine Learning

Sadhu Varun
Shaik Sharief Basha

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1973276

364 views

Original Research

Published on 23 Oct 2026

SpectralGuard: a Spectrally grounded λ-SHAP framework for XAI validity certification in pharmaceutical supply chain networks

in Machine Learning

Ntebogang Dinah Moroke
Mmapula Merriam Lebele

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1884880

329 views

Original Research

Published on 23 Oct 2026

Proximal Policy Optimization-guided novelty-aware multi-strategy particle swarm optimization for adaptive traffic signal optimization

in Machine Learning

Manikandan R.
Arun Pandian J.

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1965356

159 views

Original Research

Published on 23 Oct 2026

Maximum entropy relaxation of multi-way cardinality constraints for synthetic population generation

in Machine Learning

François Pachet
Jean-Daniel Zucker

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1840945

199 views

Original Research

Accepted on 21 Oct 2026

A Hybrid XGBoost-RF Residual Learning Model for Energy Consumption Forecasting

in Machine Learning

Monire Norouzi
Can Eyupoglu
Oktay Karakus

Frontiers in Artificial Intelligence

136 views

Systematic Review

Published on 21 Oct 2026

A systematic review of DoS and DDoS attack detection in cloud environments: evolutionary trends and the emerging role of meta-learning for cross-domain adaptability

in Machine Learning

Amit Tiwari
C. Navaneethan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1958096

403 views

Original Research

Published on 21 Oct 2026

QDentalNet: a geometry-aware hierarchical mesh learning and quantum-enhanced network for automated dental occlusion classification

in Machine Learning

Ramakrishnan Ilanghovan
S. Alden Jenish
R. Karthik
K. Suganthi
R. Praveen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1931803

339 views

Original Research

Published on 21 Oct 2026

Bayesian network-based risk stratification of allergic sensitization using NHANES population data

in Machine Learning

Assem Shayakhmetova
Nurbolat Tasbolatuly
Anar Sultangaziyeva
Marat Shurenov
Aigul Bissarinova
Nurbol Kurishbay

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1920823

336 views

Original Research

Published on 21 Oct 2026

ClimateEdge: a lightweight weather-augmented LSTM framework for real-time demand response in climate-stressed smart grids

in Machine Learning

Harsha Kumar A
Venkatesan Murugan
Dhanalakshmi R
Sahaya Beni Prathiba
Suria R. Asai

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1918025

441 views

Original Research

Accepted on 20 Oct 2026

Impact of Pretrained Siamese Network for Similar Face Recognition Using Fingerprints and its Application to Drone Images

in Machine Learning

Gangothri Sanil
Krishna Prakasha
Sohan Christofer
E Sreehari

Frontiers in Artificial Intelligence

117 views

Perspective

Published on 20 Oct 2026

The rise of super-emotional intelligence

in Machine Learning

Sophie Bonnaire
Farah I. Corona-Strauss
Daniel J. Strauss

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1975692

974 views

Original Research

Published on 20 Oct 2026

Physics-inspired feature engineering and explainable machine learning for tensile strength prediction of CNT–Si₃N₄ reinforced FWTPET joints

in Machine Learning

Krishnan Venkatachalam
Senthil Kumaran Selvaraj
R. Lokeshkumar
G. Sundaramali

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1952539

442 views

Original Research

Published on 20 Oct 2026

Comparative analysis of GAN-based augmentation pipelines for Parkinson's hypokinetic dysarthria severity detection using deep learning

in Machine Learning

Aurobindo S
Prakash Ramachandran
Rajesh Kumar M

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1951063

380 views

Original Research

Accepted on 19 Oct 2026

Evolutionary Game-Theoretic Synthetic Populations for Adaptive Artificial Intelligence: A Dynamic Framework for Collective Behavior, Strategy Selection, and Policy Design

in Machine Learning

Aras Yolusever

Frontiers in Artificial Intelligence

189 views

Original Research

Accepted on 19 Oct 2026

Physics-Guided Multi-View Hybrid Depth-wise Separable Convolution and Temporal LSTM Network (HDSSC-TLST) for Fault Diagnosis of Rotor-Bearing Systems

in Machine Learning

MITTA SANDHYA
Poornima Nedunchezhian

Frontiers in Artificial Intelligence

160 views

Original Research

Published on 19 Oct 2026

Data-based surrogate modeling and performance prediction of MEMS touch mode capacitive sensing using deep multilayer perceptron networks

in Machine Learning

Pushparaj E
Sumit Kumar Jindal

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1960066

395 views

Original Research

Published on 19 Oct 2026

ReqTestAgent: execution-grounded language-model agents for acceptance testing under requirement ambiguity

in Machine Learning

Yunjiao Shi
Rui Song

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1960601

609 views

Original Research

Published on 19 Oct 2026

Two-stage transformer encoder and attention-guided GRU-based residual correction for short-term load forecasting

in Machine Learning

Radhika Chandrasekaran
Senthil Kumar Paramasivan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1935983

490 views

Original Research

Published on 19 Oct 2026

AFI-ID: adaptive feature intelligence for intrusion detection

in Machine Learning

S. Antony Joseph Raj
M. Madiajagan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1950536

373 views

Original Research

Published on 19 Oct 2026

Pre-arrival OCC decision support for aircraft turnaround coordination: a human-in-the-loop architecture and scenario-based evaluation

in Machine Learning

Parth Yogeshbhai Purohit
Thomas Feuerle
Peter Hecker

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1977034

351 views

Methods

Accepted on 17 Oct 2026

Research on Intelligent Data Mining Method Based on Deep Adaptive Weighted Clustering

in Machine Learning

Tingqi Zhao
Khang Wen Goh

Frontiers in Artificial Intelligence

212 views

Original Research

Accepted on 16 Oct 2026

Hybrid Streaming LSTM and TransformerXL Model for Real-Time Urban Traffic Congestion Prediction

in Machine Learning

Harikrishnaa PM
Raja Rajeswari

Frontiers in Artificial Intelligence

300 views

Original Research

Accepted on 16 Oct 2026

Multi-Task Instance-Aware Lane Detection with Gated CNN and Transformer-Based Global Feature Modelling

in Machine Learning

Rahul Surya M
SANTANU KUMAR DASH

Frontiers in Artificial Intelligence

225 views

Original Research

Published on 16 Oct 2026

A machine learning framework for stage-structured predator–prey systems with fear effect: Sparse Identification, Gaussian Process Regression, and bifurcation analysis

in Machine Learning

G. Ramraj
T. Poornima

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1887024

446 views

796 articles

articles

An energy-aware diffusion graph neural network based on intuitionistic fuzzy credibility graphs for research-paper classification

SpectralGuard: a Spectrally grounded λ-SHAP framework for XAI validity certification in pharmaceutical supply chain networks

Proximal Policy Optimization-guided novelty-aware multi-strategy particle swarm optimization for adaptive traffic signal optimization

Maximum entropy relaxation of multi-way cardinality constraints for synthetic population generation

A Hybrid XGBoost-RF Residual Learning Model for Energy Consumption Forecasting

A systematic review of DoS and DDoS attack detection in cloud environments: evolutionary trends and the emerging role of meta-learning for cross-domain adaptability

QDentalNet: a geometry-aware hierarchical mesh learning and quantum-enhanced network for automated dental occlusion classification

Bayesian network-based risk stratification of allergic sensitization using NHANES population data

ClimateEdge: a lightweight weather-augmented LSTM framework for real-time demand response in climate-stressed smart grids

Impact of Pretrained Siamese Network for Similar Face Recognition Using Fingerprints and its Application to Drone Images

The rise of super-emotional intelligence

Physics-inspired feature engineering and explainable machine learning for tensile strength prediction of CNT–Si₃N₄ reinforced FWTPET joints

Comparative analysis of GAN-based augmentation pipelines for Parkinson's hypokinetic dysarthria severity detection using deep learning

Evolutionary Game-Theoretic Synthetic Populations for Adaptive Artificial Intelligence: A Dynamic Framework for Collective Behavior, Strategy Selection, and Policy Design

Physics-Guided Multi-View Hybrid Depth-wise Separable Convolution and Temporal LSTM Network (HDSSC-TLST) for Fault Diagnosis of Rotor-Bearing Systems

Data-based surrogate modeling and performance prediction of MEMS touch mode capacitive sensing using deep multilayer perceptron networks

ReqTestAgent: execution-grounded language-model agents for acceptance testing under requirement ambiguity

Two-stage transformer encoder and attention-guided GRU-based residual correction for short-term load forecasting

AFI-ID: adaptive feature intelligence for intrusion detection

Pre-arrival OCC decision support for aircraft turnaround coordination: a human-in-the-loop architecture and scenario-based evaluation

Research on Intelligent Data Mining Method Based on Deep Adaptive Weighted Clustering

Hybrid Streaming LSTM and TransformerXL Model for Real-Time Urban Traffic Congestion Prediction

Multi-Task Instance-Aware Lane Detection with Gated CNN and Transformer-Based Global Feature Modelling

A machine learning framework for stage-structured predator–prey systems with fear effect: Sparse Identification, Gaussian Process Regression, and bifurcation analysis