Frontiers in Artificial Intelligence | Machine Learning and Artificial Intelligence

Original Research

Published on 01 Sep 2025

Image restoration and key field alignment for misaligned overlapping text in secondary printing document images

in Machine Learning and Artificial Intelligence

Senlong Wang
Junchao Ge
Jiantao Zhang
Hong He
Yunwei Zhang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1616007

1,907 views

Perspective

Published on 29 Aug 2025

Breaking the gatekeepers: how AI will revolutionize scientific funding

in Machine Learning and Artificial Intelligence

Madhur Mangalam

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1667752

2,450 views

Correction

Published on 29 Aug 2025

Correction: 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.2025.1682908

744 views

Original Research

Published on 26 Aug 2025

Effective methods and framework for energy-based local learning of deep neural networks

in Machine Learning and Artificial Intelligence

Haibo Chen
Bangcheng Yang
Fucun He
Fei Zhou
Shuai Chen
Chunpeng Wu
Fan Li
Yansong Chua

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1605706

2,107 views

Original Research

Published on 25 Aug 2025

Efficient spatio-temporal modeling for sign language recognition using CNN and RNN architectures

in Machine Learning and Artificial Intelligence

Kasian Myagila
Devotha Godfrey Nyambo
Mussa Ally Dida

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1630743

2,495 views
1 citation

Original Research

Published on 22 Aug 2025

BlendNet: a blending-based convolutional neural network for effective deep learning of electrocardiogram signals

in Machine Learning and Artificial Intelligence

S. Premanand
Sathiya Narayanan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1625637

2,358 views

Systematic Review

Published on 22 Aug 2025

A systematic review of deep learning methods for community detection in social networks

in Machine Learning and Artificial Intelligence

Mohamed El-Moussaoui
Mohamed Hanine
Ali Kartit
Monica Garcia Villar
Helena Garay
Isabel de la Torre Díez

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1572645

4,284 views
1 citation

Editorial

Published on 21 Aug 2025

Editorial: Deep neural network architectures and reservoir computing

in Machine Learning and Artificial Intelligence

Sou Nobukawa
Arya Kumar Bhattacharya
Akira Hirose

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1676744

2,851 views

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

2,232 views

Original Research

Published on 20 Aug 2025

Probing for consciousness in machines

in Machine Learning and Artificial Intelligence

Mathis Immertreu
Achim Schilling
Andreas Maier
Patrick Krauss

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1610225

6,793 views
2 citations

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

18,072 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

4,801 views
1 citation

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

3,189 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

1,520 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

2,347 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

1,466 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

2,194 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

2,241 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

26,879 views
6 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

2,529 views
4 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

1,661 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

3,099 views
2 citations

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

6,620 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

3,068 views
1 citation

509 articles

articles

Image restoration and key field alignment for misaligned overlapping text in secondary printing document images

Breaking the gatekeepers: how AI will revolutionize scientific funding

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

Effective methods and framework for energy-based local learning of deep neural networks

Efficient spatio-temporal modeling for sign language recognition using CNN and RNN architectures

BlendNet: a blending-based convolutional neural network for effective deep learning of electrocardiogram signals

A systematic review of deep learning methods for community detection in social networks

Editorial: Deep neural network architectures and reservoir computing

Graph neural networks with configuration cross-attention for tensor compilers

Probing for consciousness in machines

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