Frontiers in Artificial Intelligence | Machine Learning and Artificial Intelligence

Original Research

Published on 20 Aug 2025

Graph neural networks with configuration cross-attention for tensor compilers

in Machine Learning and Artificial Intelligence

Dmitrii Khizbullin
Eduardo Rocha de Andrade
Thanh Hau Nguyen
Matheus Pedroza Ferreira
David R. Pugh

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1605539

1,778 views

Original Research

Published on 20 Aug 2025

AI in conjunctivitis research: assessing ChatGPT and DeepSeek for etiology, intervention, and citation integrity via hallucination rate analysis

in Machine Learning and Artificial Intelligence

Muhammad Hasnain
Khursheed Aurangzeb
Musaed Alhussein
Imran Ghani
Muhammad Hamza Mahmood

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1579375

17,532 views
1 citation

Original Research

Published on 18 Aug 2025

Comparative analysis of multimodal architectures for effective skin lesion detection using clinical and image data

in Machine Learning and Artificial Intelligence

Adriteyo Das
Vedant Agarwal
Nisha P. Shetty

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1608837

3,687 views

Original Research

Published on 14 Aug 2025

A brain-inspired memory transformation based differentiable neural computer for reasoning-based question answering

in Machine Learning and Artificial Intelligence

Yao Liang
Yuwei Wang
Hongjian Fang
Feifei Zhao
Yi Zeng

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1635932

2,561 views

Original Research

Published on 12 Aug 2025

A mobile hybrid deep learning approach for classifying 3D-like representations of Amazonian lizards

in Machine Learning and Artificial Intelligence

Arthur Gonsales da Silva
Roger Pinho de Oliveira
Caio de Oliveira Bastos
Elena Almeida de Carvalho
Bruno Duarte Gomes

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1524380

1,317 views

Original Research

Published on 07 Aug 2025

Classification prediction of load losses in power stations using machine learning multilayer stack ensemble

in Machine Learning and Artificial Intelligence

Bathandekile M. Boshoma
Oluwole S. Akinola
Peter Olukanmi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1592492

2,045 views
1 citation

Original Research

Published on 07 Aug 2025

Spectral momentum integration: hybrid optimization of frequency and time domain gradients

in Machine Learning and Artificial Intelligence

Zhigao Huang
Musheng Chen
Shiyan Zheng

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1628943

1,230 views

Original Research

Published on 04 Aug 2025

Research on the robustness of the open-world test-time training model

in Machine Learning and Artificial Intelligence

Shu Pi
Xin Wang
Jiatian Pi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1621025

1,784 views

Original Research

Published on 04 Aug 2025

A hybrid long short-term memory with generalized additive model and post-hoc explainable artificial intelligence with causal inference for air pollutants prediction in Kimberley, South Africa

in Machine Learning and Artificial Intelligence

Israel Edem Agbehadji
Ibidun Christiana Obagbuwa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1620019

1,889 views
1 citation

Policy and Practice Reviews

Published on 31 Jul 2025

AI-driven disinformation: policy recommendations for democratic resilience

in Machine Learning and Artificial Intelligence

Alexander Romanishyn
Olena Malytska
Vitaliy Goncharuk

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1569115

20,481 views
4 citations

Original Research

Published on 28 Jul 2025

PACKETCLIP: multi-modal embedding of network traffic and language for cybersecurity reasoning

in Machine Learning and Artificial Intelligence

Ryozo Masukawa
Sanggeon Yun
Sungheon Jeong
Wenjun Huang
Yang Ni
Ian Bryant
Nathaniel D. Bastian
Mohsen Imani

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1593944

2,082 views
3 citations

Original Research

Published on 24 Jul 2025

Deriving equivalent symbol-based decision models from feedforward neural networks

in Machine Learning and Artificial Intelligence

Sebastian Seidel
Uwe M. Borghoff

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1618149

1,398 views

Original Research

Published on 23 Jul 2025

A comparative study of bone density in elderly people measured with AI and QCT

in Machine Learning and Artificial Intelligence

Min Guo
Yu Zhang
XinXin Gu
Xuhui Liu
Fei Peng
Zongjun Zhang
Mei Jing
Yingxia Fu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1582960

2,659 views

Original Research

Published on 22 Jul 2025

Computer-vision based automatic rider helmet violation detection and vehicle identification in Indian smart city scenarios using NVIDIA TAO toolkit and YOLOv8

in Machine Learning and Artificial Intelligence

Uttam U. Deshpande
Goh Kah Ong Michael
Sufola Das Chagas Silva Araujo
Vaidehi Deshpande
Rudragoud Patil
Ramchandra Alias Ameet Chate
Varun R. Tandur
Supreet S. Goudar
Shreya Ingale
Vaishnavi Charantimath

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1582257

5,398 views
1 citation

Perspective

Published on 22 Jul 2025

Toward standardization of GenAI-driven agentic architectures for radio access networks

in Machine Learning and Artificial Intelligence

Zeinab Nezami
Syed Ali Raza Zaidi
Maryam Hafeez
Jie Xu
Karim Djemame

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1621963

2,648 views
1 citation

Original Research

Published on 21 Jul 2025

Machine learning-based strategies for improving healthcare data quality: an evaluation of accuracy, completeness, and reusability

in Machine Learning and Artificial Intelligence

Agate Jarmakovica

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1621514

6,639 views
2 citations

Original Research

Published on 11 Jul 2025

Machine learning for improved path loss prediction in urban vehicle-to-infrastructure communication systems

in Machine Learning and Artificial Intelligence

Mongi Ben Ameur
Jalel Chebil
Mohamed Hadi Habaebi
Jamel Bel Hadj Tahar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1597981

2,361 views
2 citations

Original Research

Published on 08 Jul 2025

Detecting early gastrointestinal polyps in histology and endoscopy images using deep learning

in Machine Learning and Artificial Intelligence

Intissar Dhrari Hajsalem
Yassine Ben Ayed

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1571075

2,265 views
3 citations

Review

Published on 03 Jul 2025

Mutual human-robot understanding for a robot-enhanced society: the crucial development of shared embodied cognition

in Machine Learning and Artificial Intelligence

Giulio Sandini
Alessandra Sciutti
Pietro Morasso

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1608014

4,343 views
1 citation

Original Research

Published on 02 Jul 2025

Dynamic taxonomy generation for future skills identification using a named entity recognition and relation extraction pipeline

in Machine Learning and Artificial Intelligence

Luis Jose Gonzalez-Gomez
Sofia Margarita Hernandez-Munoz
Abiel Borja
Fernando A. Arana-Salas
Jose Daniel Azofeifa
Julieta Noguez
Patricia Caratozzolo

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1579998

2,286 views

Original Research

Published on 02 Jul 2025

A fuzzy system for detection of road slipperiness in Arctic snowy conditions using LiDAR

in Machine Learning and Artificial Intelligence

Aqsa Rahim
Sushmit Dhar
Fuqing Yuan
Javad Barabady

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1600174

1,521 views

Original Research

Published on 01 Jul 2025

Contestable AI for criminal intelligence analysis: improving decision-making through semantic modeling and human oversight

in Machine Learning and Artificial Intelligence

Falk Maoro
Michaela Geierhos

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1602998

3,411 views

Review

Published on 26 Jun 2025

AI generations: from AI 1.0 to AI 4.0

in Machine Learning and Artificial Intelligence

Jiahao Wu
Hengxu You
Jing Du

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1585629

12,583 views
2 citations

Conceptual Analysis

Published on 20 Jun 2025

Irrationality in humans and creativity in AI

in Machine Learning and Artificial Intelligence

Olha Sobetska

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1579704

4,716 views
1 citation

476 articles

articles

Graph neural networks with configuration cross-attention for tensor compilers

AI in conjunctivitis research: assessing ChatGPT and DeepSeek for etiology, intervention, and citation integrity via hallucination rate analysis

Comparative analysis of multimodal architectures for effective skin lesion detection using clinical and image data

A brain-inspired memory transformation based differentiable neural computer for reasoning-based question answering

A mobile hybrid deep learning approach for classifying 3D-like representations of Amazonian lizards

Classification prediction of load losses in power stations using machine learning multilayer stack ensemble

Spectral momentum integration: hybrid optimization of frequency and time domain gradients

Research on the robustness of the open-world test-time training model

A hybrid long short-term memory with generalized additive model and post-hoc explainable artificial intelligence with causal inference for air pollutants prediction in Kimberley, South Africa

AI-driven disinformation: policy recommendations for democratic resilience

PACKETCLIP: multi-modal embedding of network traffic and language for cybersecurity reasoning

Deriving equivalent symbol-based decision models from feedforward neural networks

A comparative study of bone density in elderly people measured with AI and QCT

Computer-vision based automatic rider helmet violation detection and vehicle identification in Indian smart city scenarios using NVIDIA TAO toolkit and YOLOv8

Toward standardization of GenAI-driven agentic architectures for radio access networks

Machine learning-based strategies for improving healthcare data quality: an evaluation of accuracy, completeness, and reusability

Machine learning for improved path loss prediction in urban vehicle-to-infrastructure communication systems

Detecting early gastrointestinal polyps in histology and endoscopy images using deep learning

Mutual human-robot understanding for a robot-enhanced society: the crucial development of shared embodied cognition

Dynamic taxonomy generation for future skills identification using a named entity recognition and relation extraction pipeline

A fuzzy system for detection of road slipperiness in Arctic snowy conditions using LiDAR

Contestable AI for criminal intelligence analysis: improving decision-making through semantic modeling and human oversight

AI generations: from AI 1.0 to AI 4.0

Irrationality in humans and creativity in AI