Frontiers in Artificial Intelligence | Machine Learning and Artificial Intelligence

Mini Review

Published on 08 May 2026

Rethinking criminal profiling through cognitive artificial intelligence

in Machine Learning and Artificial Intelligence

Jorge Buele
Davis Miranda-Toapanta
David Rojas-Cañizares

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1824060

338 views

Original Research

Published on 08 May 2026

Learning instance-specific counterfactual models for continuous treatments using hypernetworks

in Machine Learning and Artificial Intelligence

Roger Pros
Jordi Vitrià

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1819009

190 views

Original Research

Published on 08 May 2026

AQFormer: severity-aware transformer with aphasia-specific CAM for spoken keyword classification in aphasic speech

in Machine Learning and Artificial Intelligence

Gowri Prasood Usha
John Sahaya Rani Alex

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1786757

265 views

Technology and Code

Published on 08 May 2026

Spark: modular spiking neural networks

in Machine Learning and Artificial Intelligence

Mario Franco
Carlos Gershenson

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1817837

230 views

Original Research

Accepted on 07 May 2026

Task-aware Cross-modal Refinement and Liquid Fusion for Text-Visual Grounding

in Machine Learning and Artificial Intelligence

Zhirong Li
Changliang Wang
Yongheng Pang
Junchang Xin
Jiaming Zhang
Yunhe Sun

Frontiers in Artificial Intelligence

Original Research

Published on 07 May 2026

Hybrid Ant-Baby Optimizer and BiLSTM framework for high-performance IoT intrusion detection

in Machine Learning and Artificial Intelligence

Anbarasu Balakrishnan
Praveen Kumar Reddy Maddikunta

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1795030

367 views

Original Research

Accepted on 06 May 2026

U-SplitDoRA: An Improved Privacy Preserved U-shaped Split Parameter-Efficient Fine-Tuning Framework through Weight-Decomposition for Large Language Models

in Machine Learning and Artificial Intelligence

Samar Singh
Brindha Subburaj
Alagewaran R
Sherly Alphonse

Frontiers in Artificial Intelligence

Original Research

Accepted on 05 May 2026

An Open-source Optimization Model for Sustainable Open-pit Mine Production Scheduling

in Machine Learning and Artificial Intelligence

Justina Senam Lotsu
Gilbert Yaw Bimpong
Kwaku Boakye

Frontiers in Artificial Intelligence

131 views

Original Research

Accepted on 05 May 2026

Hybrid machine learning forecasting for resilient and sustainable pharmaceutical supply chains under regulatory and seasonal disruption

in Machine Learning and Artificial Intelligence

Khalid Yahya
Mehdi Safaei
Saleh Al Dawsari

Frontiers in Artificial Intelligence

162 views

Data Report

Published on 05 May 2026

ExplainTS: a benchmark dataset of pretrained models and post-hoc explanations for time-series classification

in Machine Learning and Artificial Intelligence

Maciej Mozolewski
Szymon Bobek
Grzegorz J. Nalepa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1759110

455 views

Original Research

Accepted on 04 May 2026

LLMs for Industrial Databases: An Agro-Food Production Plant Use Case

in Machine Learning and Artificial Intelligence

Lacramioara Dranca
Pablo Donate
Julio A. Sanguesa
Piedad Garrido
Vicente Torres-Sanz
Francisco J. Martinez

Frontiers in Artificial Intelligence

113 views

Original Research

Accepted on 04 May 2026

ENSEMBLE DEEP LEARNING DENOISING (EDLD) MODEL AND OPTIMIZED OTSU SEGMENTATION FOR ALZHEIMER'S DISEASE DIAGNOSIS OF MRI IMAGES

in Machine Learning and Artificial Intelligence

Amuthan S
Senthilkumar N C

Frontiers in Artificial Intelligence

128 views

Original Research

Published on 04 May 2026

HyRA-CXR: a hybrid residual–attention deep network for chest X-ray classification

in Machine Learning and Artificial Intelligence

Ahmeed Suliman Farhan
Umar Manzoor
Ali Al-kubaisi
Ayman Jalil
Zeeshan Perveez
Ahmed B. Mohammd
Wadhah Zeyad Tareq

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1767330

375 views

Original Research

Published on 04 May 2026

AMULED: Addressing Moral Uncertainty using Large language models for Ethical Decision-making

in Machine Learning and Artificial Intelligence

Rohit K. Dubey
Damian Dailisan
Sachit Mahajan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1754973

382 views

Original Research

Published on 01 May 2026

Flood hazard assessment and zonal prioritization through an LR-bipolar triangular fuzzy hybrid decision-making approach

in Machine Learning and Artificial Intelligence

Ajeesh Puthusserry Paulose
Felix Augustin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1817216

453 views

Original Research

Accepted on 30 Apr 2026

KG-HiAttention: Synergizing AI-based Knowledge Graphs and Deep Learning for Explainable Software Vulnerability Analysis

in Machine Learning and Artificial Intelligence

Francisco Pinto-Santos
Carolina Zato
Héctor Quintián
Tiancheng Li
Pablo Chamoso

Frontiers in Artificial Intelligence

171 views

Original Research

Accepted on 30 Apr 2026

Exploiting Explanations for Model Extraction via Knowledge Distillation and Mitigation with Private Counterfactuals

in Machine Learning and Artificial Intelligence

Fatima Ezzeddine
Silvia Giordano
Omran Ayoub

Frontiers in Artificial Intelligence

179 views

Original Research

Published on 30 Apr 2026

Feature stabilization in convolutional neural networks using Proportional Integral Controller for lung nodule classification

in Machine Learning and Artificial Intelligence

V. Sangeetha
S. Kalaivani

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1794876

348 views

Systematic Review

Accepted on 29 Apr 2026

Systematic Review of Artificial Intelligence use in behavioral analysis of invertebrate and larval model organisms: Methods, Applications and Future Recommendations

in Machine Learning and Artificial Intelligence

Zuzanna Stepnicka
Natalia Piorkowska
Malwina Brożyna
Tomasz Matys
Adam Junka

Frontiers in Artificial Intelligence

268 views

Original Research

Accepted on 29 Apr 2026

Execution-Bound Advisory Automation for Agentic AI: A Reproducible AIBOM-Driven CSAF-VEX Framework

in Machine Learning and Artificial Intelligence

Petar Radanliev
Omar Santos
Carsten Maple
Kay Atefi

Frontiers in Artificial Intelligence

167 views

Correction

Published on 29 Apr 2026

Correction: Retrieving interpretability to support vector machine regression models in dynamic system identification

in Machine Learning and Artificial Intelligence

Johan Pena-Campos
Diego Patino
Carlos Ocampo-Martinez
Julio C. Ramos-Fernández
Margot Salas-Brown
Alexander Caicedo

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1857609

318 views

Original Research

Accepted on 28 Apr 2026

Adaptive Gating and Focal Debiasing for Robust Few-Shot Retinal Disease Classification

in Machine Learning and Artificial Intelligence

Stewart Muchuchuti
Serestina Viriri

Frontiers in Artificial Intelligence

165 views

Original Research

Accepted on 28 Apr 2026

Dynamic Coherence Windows: A Multi-Scale Structural Coherence Measurement Framework for AI Systems

in Machine Learning and Artificial Intelligence

Christian St-Louis

Frontiers in Artificial Intelligence

201 views

Original Research

Accepted on 28 Apr 2026

A Novel Lightweight Deep Learning Model for Early Prediction of Cardiovascular Disease

in Machine Learning and Artificial Intelligence

Nasir Gul
Aurangzeb khan
mazliham Mohd Su'ud
Muhammad Mansoor Alam
danyal skandri

Frontiers in Artificial Intelligence

174 views

582 articles

articles

Rethinking criminal profiling through cognitive artificial intelligence

Learning instance-specific counterfactual models for continuous treatments using hypernetworks

AQFormer: severity-aware transformer with aphasia-specific CAM for spoken keyword classification in aphasic speech

Spark: modular spiking neural networks

Task-aware Cross-modal Refinement and Liquid Fusion for Text-Visual Grounding

Hybrid Ant-Baby Optimizer and BiLSTM framework for high-performance IoT intrusion detection

U-SplitDoRA: An Improved Privacy Preserved U-shaped Split Parameter-Efficient Fine-Tuning Framework through Weight-Decomposition for Large Language Models

An Open-source Optimization Model for Sustainable Open-pit Mine Production Scheduling

Hybrid machine learning forecasting for resilient and sustainable pharmaceutical supply chains under regulatory and seasonal disruption

ExplainTS: a benchmark dataset of pretrained models and post-hoc explanations for time-series classification

LLMs for Industrial Databases: An Agro-Food Production Plant Use Case

ENSEMBLE DEEP LEARNING DENOISING (EDLD) MODEL AND OPTIMIZED OTSU SEGMENTATION FOR ALZHEIMER'S DISEASE DIAGNOSIS OF MRI IMAGES

HyRA-CXR: a hybrid residual–attention deep network for chest X-ray classification

AMULED: Addressing Moral Uncertainty using Large language models for Ethical Decision-making

Flood hazard assessment and zonal prioritization through an LR-bipolar triangular fuzzy hybrid decision-making approach

KG-HiAttention: Synergizing AI-based Knowledge Graphs and Deep Learning for Explainable Software Vulnerability Analysis

Exploiting Explanations for Model Extraction via Knowledge Distillation and Mitigation with Private Counterfactuals

Feature stabilization in convolutional neural networks using Proportional Integral Controller for lung nodule classification

Systematic Review of Artificial Intelligence use in behavioral analysis of invertebrate and larval model organisms: Methods, Applications and Future Recommendations

Execution-Bound Advisory Automation for Agentic AI: A Reproducible AIBOM-Driven CSAF-VEX Framework

Correction: Retrieving interpretability to support vector machine regression models in dynamic system identification

Adaptive Gating and Focal Debiasing for Robust Few-Shot Retinal Disease Classification

Dynamic Coherence Windows: A Multi-Scale Structural Coherence Measurement Framework for AI Systems

A Novel Lightweight Deep Learning Model for Early Prediction of Cardiovascular Disease