Frontiers in Artificial Intelligence

Original Research

Published on 24 Oct 2025

Predicting food prices in Kenya using machine learning: a hybrid model approach with XGBoost and gradient boosting

in AI in Finance

Benard O. Ogol
Evans Omondi
John Olukuru
Betsy Muriithi
Kennedy Senagi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1661989

2,368 views

Original Research

Published on 24 Oct 2025

Synchronizing LLM-based semantic knowledge bases via secure federated fine-tuning in semantic communication

in Machine Learning and Artificial Intelligence

Long Li
Yuanhang He
Rui Xu
Bei Chen
Boyu Han
Yuanyuan Zhao
Jianhua Li

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1690950

1,437 views

Original Research

Published on 23 Oct 2025

Twitter data emotion analysis using Hadoop and metaheuristic optimized Graphical Neural Network

in Machine Learning and Artificial Intelligence

Xiaohui Wang
Yang Li
Fangyuan Chen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1672252

1,350 views

Systematic Review

Published on 23 Oct 2025

AI in phishing detection: a bibliometric review

in AI in Business

Daniela Popescul
Laura Diana Radu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1496580

5,033 views

Original Research

Published on 22 Oct 2025

Legal Logit Model for predicting judicial disagreement in Indian courts

in Technology and Law

Sivaranjani N
Jayabharathy J

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1671474

1,516 views

Original Research

Published on 22 Oct 2025

Multicenter evaluation of machine and deep learning methods to predict glaucoma surgical outcomes

in Medicine and Public Health

Samuel Barry
Sophia Y. Wang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1636410

1,354 views

Original Research

Published on 22 Oct 2025

Multi-modal texture fusion network for detecting AI-generated images

in AI in Finance

Haozheng Yu
Bing Xu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1663292

1,771 views

Original Research

Published on 22 Oct 2025

Assessing the quality of AI-generated clinical notes: validated evaluation of a large language model ambient scribe

in Medicine and Public Health

Erin Palm
Astrit Manikantan
Herprit Mahal
Srikanth Subramanya Belwadi
Mark E. Pepin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1691499

3,630 views
2 citations

Original Research

Published on 21 Oct 2025

A psycholinguistic NLP framework for forensic text analysis of deception and emotion

in Natural Language Processing

Jonathan Adkins
Ali Al Bataineh
Anthos Khanal

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1669542

2,248 views
1 citation

Editorial

Published on 21 Oct 2025

Editorial: Applications of AI and machine learning in finance and economics

in AI in Finance

Alessia Paccagnini
Maria Iannario
Joerg Osterrieder
Adamaria Perrotta
Fabio Parla
Hanna Kristín Skaftadóttir

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1715929

3,255 views

Original Research

Published on 21 Oct 2025

The innovation paradox in human-AI symbiosis: ambidextrous effects of AI technology adoption on innovative behavior

in AI in Business

Xin Wang
Lin Long

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1635246

2,812 views

Brief Research Report

Published on 21 Oct 2025

Classification of patients with early-stage multiple sclerosis and healthy controls using kinematic analysis during a dual-task

in Medicine and Public Health

José Eduardo Rosseto Garotti
Danielli Souza Speciali
Raymundo Machado de Azevedo Neto
Patricia Maria de Carvalho Aguiar
Rodrigo Barbosa Thomaz
Tiago Abrão Setrak Sowmy
Guilherme Carlos Brech
Paulo Rodrigo Bazán
Elisa Harumi Kozasa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1660801

893 views

Original Research

Published on 21 Oct 2025

Meta-learner-based frameworks for interpretable email spam detection

in Machine Learning and Artificial Intelligence

Meghana Kshirsagar
Vedant Rathi
Conor Ryan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1569804

2,382 views

Original Research

Published on 21 Oct 2025

A hybrid AI approach for predicting academic performance in RBE students

in Machine Learning and Artificial Intelligence

Willy Gonzales
Zindel Cordero
Carlos D. Abanto-Ramírez
Edgar Tito Susanibar Ramírez
Hasnain Iftikhar
Javier Linkolk López-Gonzales

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1651100

2,123 views

Systematic Review

Published on 21 Oct 2025

Machine learning approaches to anxiety detection: trends, model evaluation, and future directions

in Medicine and Public Health

Meruyert Taskynbayeva
Alina Gutoreva

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1630047

3,694 views
1 citation

Original Research

Published on 20 Oct 2025

WOAENet: a whale optimization-guided ensemble deep learning with soft voting for uterine cancer diagnosis based on MRI images

in Medicine and Public Health

Omar F. Altal
Amer Mahmoud Sindiani
Hamad Yahia Abu Mhanna
Salem Alhatamleh
Mohammad Amin
Hanan Fawaz Akhdar
Rola Madain
Noor Alqasem
Faheem Zayed
Sitah Alanazi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1664201

1,847 views
1 citation

Opinion

Published on 20 Oct 2025

Swipe, click, regret: an opinion on persuasive e-commerce and consumer autonomy

in AI in Business

Alain Monica George
Rupa R

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1684841

2,214 views

Original Research

Published on 20 Oct 2025

A dynamic multitask evolutionary algorithm for high-dimensional feature selection based on multi-indicator task construction and elite competition learning

in Machine Learning and Artificial Intelligence

Jinxin Tie
Chunfang Yan
Maosong Li
Jianqiang Gong
Yujie Wu
Hailin Fang
Meng Li
Weiwei Zhang
Jie Li

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1667167

1,209 views

Original Research

Published on 17 Oct 2025

Blueprint2Code: a multi-agent pipeline for reliable code generation via blueprint planning and repair

in Machine Learning and Artificial Intelligence

Kehao Mao
Baokun Hu
Ruixin Lin
Zewen Li
Guanyu Lu
Zhengyu Zhang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1660912

2,368 views

Original Research

Published on 17 Oct 2025

Enhancing Ishihara and educational images using machine learning: toward accessible learning for colorblind individuals

in AI for Human Learning and Behavior Change

Aahan Ritesh Prajapati
Ajay Goyal

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1676644

1,447 views

Original Research

Published on 17 Oct 2025

Adaptive enhancements of autonomous lane keeping via advanced PER-TD3 framework

in Machine Learning and Artificial Intelligence

Xiting Peng
Jinyan Liang
Xiaoyu Zhang
Haibo Yang
Weimin Lei

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1688764

986 views

Original Research

Published on 17 Oct 2025

Liver cancer knowledge graph construction based on dynamic entity replacement and masking strategies RoBERTa-wwm-large-BiLSTM-CRF model with clinical Chinese EMRs

in Natural Language Processing

Yichi Zhang
Xiaojun Hu
Hailing Wang
Ke Liu
Yongbin Gao
Xiaoyan Jiang
Yingfang Fan
Zhijun Fang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1663877

1,256 views

Conceptual Analysis

Published on 17 Oct 2025

Digital twin-enabled interactive cockpits for smart products management and testing

in AI in Business

Matti Rachamim
Jacob Hornik

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1685702

1,756 views

Brief Research Report

Published on 17 Oct 2025

Oral squamous cell carcinoma grading classification using deep transformer encoder assisted dilated convolution with global attention

in Pattern Recognition

Singaraju Ramya
R. I. Minu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1575427

816 views

1,874 articles

articles

Predicting food prices in Kenya using machine learning: a hybrid model approach with XGBoost and gradient boosting

Synchronizing LLM-based semantic knowledge bases via secure federated fine-tuning in semantic communication

Twitter data emotion analysis using Hadoop and metaheuristic optimized Graphical Neural Network

AI in phishing detection: a bibliometric review

Legal Logit Model for predicting judicial disagreement in Indian courts

Multicenter evaluation of machine and deep learning methods to predict glaucoma surgical outcomes

Multi-modal texture fusion network for detecting AI-generated images

Assessing the quality of AI-generated clinical notes: validated evaluation of a large language model ambient scribe

A psycholinguistic NLP framework for forensic text analysis of deception and emotion

Editorial: Applications of AI and machine learning in finance and economics

The innovation paradox in human-AI symbiosis: ambidextrous effects of AI technology adoption on innovative behavior

Classification of patients with early-stage multiple sclerosis and healthy controls using kinematic analysis during a dual-task

Meta-learner-based frameworks for interpretable email spam detection

A hybrid AI approach for predicting academic performance in RBE students

Machine learning approaches to anxiety detection: trends, model evaluation, and future directions

WOAENet: a whale optimization-guided ensemble deep learning with soft voting for uterine cancer diagnosis based on MRI images

Swipe, click, regret: an opinion on persuasive e-commerce and consumer autonomy

A dynamic multitask evolutionary algorithm for high-dimensional feature selection based on multi-indicator task construction and elite competition learning

Blueprint2Code: a multi-agent pipeline for reliable code generation via blueprint planning and repair

Enhancing Ishihara and educational images using machine learning: toward accessible learning for colorblind individuals

Adaptive enhancements of autonomous lane keeping via advanced PER-TD3 framework

Liver cancer knowledge graph construction based on dynamic entity replacement and masking strategies RoBERTa-wwm-large-BiLSTM-CRF model with clinical Chinese EMRs

Digital twin-enabled interactive cockpits for smart products management and testing

Oral squamous cell carcinoma grading classification using deep transformer encoder assisted dilated convolution with global attention