Frontiers in Artificial Intelligence

Original Research

Published on 05 Mar 2026

Designing effective explainable AI: a human-centered evaluation of explanation formats in financial decision-making

in AI in Finance

Henry Maathuis
Marcel Stalenhoef
Sieuwert van Otterloo
Raymond Zwaal
Kees van Montfort
Danielle Sent

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1668029

1,008 views

Original Research

Published on 04 Mar 2026

Modeling Saudi stock index returns and volatility: a dual approach using GARCH and neural networks

in AI in Finance

Sukainah AL-Besher
Dania AL-Najjar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1714822

313 views

Original Research

Published on 02 Mar 2026

FinTextSim: a domain-specific sentence-transformer for extracting predictive latent topics from financial disclosures

in AI in Finance

Simon Jehnen
Javier Villalba-Díez
Joaquín Ordieres-Meré

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1752103

802 views

Original Research

Published on 26 Feb 2026

Real-time dynamic graph learning with temporal attention for financial fraud detection

in AI in Finance

Jundong Chen
Yan Yang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1774013

371 views

Systematic Review

Accepted on 24 Feb 2026

From Theory to Autonomy: A Topic Modelling Study of Quantum Finance through the Lens of Datatopia and TOE

in AI in Finance

Vasavi Durga Sesha Ratnam Desu
VIVEK RAJ S N

Frontiers in Artificial Intelligence

Original Research

Accepted on 16 Feb 2026

Factors Influencing Intention to Use AI in Business Decision Making among Professional Employees in Malaysia's Financial Industry

in AI in Finance

Gehad Mohammed Ahmed Naji
Mohammed Alzoraiki
Nagendra Suba Rao
Yulita Hanum P Iskandar

Frontiers in Artificial Intelligence

Original Research

Published on 13 Feb 2026

Modeling and forecasting Saudi banking stability using ARIMA and exponential smoothing technique

in AI in Finance

Abdulaziz Alnajjar
Hamzeh F. Assous
Hazem Al-Najjar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1702414

621 views

Original Research

Published on 13 Feb 2026

Tabular diffusion counterfactual explanations

in AI in Finance

Wei Zhang
Brian Barr
John Paisley

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1743495

490 views

Original Research

Published on 30 Jan 2026

Portfolio management based on value distribution reinforcement learning algorithm

in AI in Finance

Yan Yang
Tian Wang
Yiding Fu
Jingna Huang
Dong Zhou

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1709493

1,104 views

Mini Review

Published on 30 Jan 2026

A systematic review and future directions for AI-driven detection of fraud patterns in SACCO transactions

in AI in Finance

Dalton Ampumuza
Calorine Katushabe
Micheal Tamale

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1690482

1,055 views

Original Research

Published on 27 Jan 2026

Bayesian RAG: uncertainty-aware retrieval for reliable financial question answering

in AI in Finance

Lebede Ngartera
Saralees Nadarajah
Rodoumta Koina

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1668172

2,273 views

Original Research

Published on 27 Jan 2026

Marketing-AutoM3L: domain-aware automated machine learning for financial customer analytics

in AI in Finance

Ye Tian
Wenqian Shao
Zihan Deng

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1726900

781 views

Original Research

Published on 23 Jan 2026

Enhancing audit quality and reducing costs: the impact of AI in banking and financial services

in AI in Finance

Amar Johri
Anu Sayal
Kim Mee Chong
Maysoon Khoja
Chaithra N
Janhvi Jha
Neha Tyagi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1718854

1,773 views

Technology and Code

Published on 21 Jan 2026

Interpretable multimodal reasoning for robo-advisory: the FinErva framework

in AI in Finance

Jiarui Chi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1752580

1,000 views

Review

Published on 13 Jan 2026

Artificial intelligence in financial market prediction: advancements in machine learning for stock price forecasting

in AI in Finance

Arafat Rohan
Md. Deluar Hossen
Md. Nuruzzaman Pranto
Balayet Hossain
Areyfin Mohammed Yoshi
Rakibul Islam

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1696423

4,325 views

Original Research

Published on 12 Jan 2026

Bridging technology and sustainability: examining the role of green AI adoption in Indian banking sector

in AI in Finance

Sarath Chandran M. C.
Renju Chandran
Krishnashree Achuthan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1692763

1,941 views

Original Research

Published on 12 Jan 2026

User perceptions of RBI-approved P2P digital lending apps: an NLP, machine learning, and deep learning approach

in AI in Finance

Kunchakara Raja Sekhar
Shaiku Shahida Saheb

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1708080

1,340 views

Original Research

Published on 09 Jan 2026

Tackling fraud detection with an enhanced Kepler optimization and ghost opposition-based learning

in AI in Finance

Ria H. Egami
Amr A. Abd El-Mageed
Mona Gafar
Amr A. Abohany

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1710387

1,024 views

Original Research

Published on 04 Dec 2025

NatureKG: an ontology and knowledge graph for nature finance with a Text2Cypher application

in AI in Finance

Neetu Kushwaha
Alok Singh
Hassan Aftab Sheikh

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1693843

1,928 views

Original Research

Published on 03 Dec 2025

FinFakeBERT: financial fake news detection

in AI in Finance

Bledar Fazlija
Ismet Bakiji
Visar Dauti

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1604272

4,943 views

Original Research

Published on 11 Nov 2025

Artificial intelligence for algorithmic trading digital assets: evidence from the Counter-Strike 2 skin market

in AI in Finance

Federico Guede-Fernández
Yash Wagle
Pedro Dias
Ana Paula Giordano
Lúcio Henriques
Gonçalo Costa
Salomé Azevedo

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1702924

11,397 views

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

3,324 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

2,551 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

4,062 views

124 articles

articles

Designing effective explainable AI: a human-centered evaluation of explanation formats in financial decision-making

Modeling Saudi stock index returns and volatility: a dual approach using GARCH and neural networks

FinTextSim: a domain-specific sentence-transformer for extracting predictive latent topics from financial disclosures

Real-time dynamic graph learning with temporal attention for financial fraud detection

From Theory to Autonomy: A Topic Modelling Study of Quantum Finance through the Lens of Datatopia and TOE

Factors Influencing Intention to Use AI in Business Decision Making among Professional Employees in Malaysia's Financial Industry

Modeling and forecasting Saudi banking stability using ARIMA and exponential smoothing technique

Tabular diffusion counterfactual explanations

Portfolio management based on value distribution reinforcement learning algorithm

A systematic review and future directions for AI-driven detection of fraud patterns in SACCO transactions

Bayesian RAG: uncertainty-aware retrieval for reliable financial question answering

Marketing-AutoM3L: domain-aware automated machine learning for financial customer analytics

Enhancing audit quality and reducing costs: the impact of AI in banking and financial services

Interpretable multimodal reasoning for robo-advisory: the FinErva framework

Artificial intelligence in financial market prediction: advancements in machine learning for stock price forecasting

Bridging technology and sustainability: examining the role of green AI adoption in Indian banking sector

User perceptions of RBI-approved P2P digital lending apps: an NLP, machine learning, and deep learning approach

Tackling fraud detection with an enhanced Kepler optimization and ghost opposition-based learning

NatureKG: an ontology and knowledge graph for nature finance with a Text2Cypher application

FinFakeBERT: financial fake news detection

Artificial intelligence for algorithmic trading digital assets: evidence from the Counter-Strike 2 skin market

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

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

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