Explainable artificial intelligence (XAI) in finance: A systematic literature review

J Černevičienė, A Kabašinskas - Artificial Intelligence Review, 2024 - Springer
As the range of decisions made by Artificial Intelligence (AI) expands, the need for
Explainable AI (XAI) becomes increasingly critical. The reasoning behind the specific …

Artificial intelligence in Finance: a comprehensive review through bibliometric and content analysis

S Bahoo, M Cucculelli, X Goga, J Mondolo - SN Business & Economics, 2024 - Springer
Over the past two decades, artificial intelligence (AI) has experienced rapid development
and is being used in a wide range of sectors and activities, including finance. In the …

Enriching the green economy through sustainable investments: An ESG-based credit rating model for green financing

PK Roy - Journal of Cleaner Production, 2023 - Elsevier
Environmental, social, and governance (ESG) measures have grown significantly as
sustainable investment has become a key driver of capital allocation. Sustainable …

Developing an integrated fuzzy credit rating system for SMEs using fuzzy-BWM and fuzzy-TOPSIS-Sort-C

P Kumar Roy, K Shaw, A Ishizaka - Annals of Operations Research, 2023 - Springer
Financial institutions employ credit rating systems to classify new borrowers, set loan terms,
and determine collateral requirements. Small and medium-sized businesses (SMEs) are …

A credit scoring model for SMEs using AHP and TOPSIS

PK Roy, K Shaw - International Journal of Finance & …, 2023 - Wiley Online Library
Abstract Small and Medium Enterprises (SMEs) have played a significant role in the
development of any economy. However, easy access to finance from financial institutions is …

[HTML][HTML] A two-stage credit scoring model based on random forest: Evidence from Chinese small firms

Y Zhou, L Shen, L Ballester - International Review of Financial Analysis, 2023 - Elsevier
Small firms are major contributors to most economies, often supported by government
policies. However, the credit scoring of small firms is complicated and costly, making it a …

Assessing the spatiotemporal characteristics, factor importance, and health impacts of air pollution in Seoul by integrating machine learning into land-use regression …

Y Li, T Hong, Y Gu, Z Li, T Huang, HF Lee… - Environmental …, 2023 - ACS Publications
Previous studies have characterized spatial patterns of air pollution with land-use regression
(LUR) models. However, the spatiotemporal characteristics of air pollution, the contribution …

Enterprise litigation risk and enterprise performance

H He, W Shi - Finance research letters, 2023 - Elsevier
With the continuous improvement of China's legal system, corporate litigation risk has
become a hot topic of academic research. This paper selects data from 2011 to 2020 to …

Sustainable finance: The role of savings and credit cooperatives in Ecuador

MJ Segovia‐Vargas, IM Miranda‐García… - Annals of Public and …, 2023 - Wiley Online Library
The current world situation leads us to consider that sustainable development needs to be a
global priority to ensure the future of the planet and improve the quality of life. There is a …

Advancement of management information system for discovering fraud in master card based intelligent supervised machine learning and deep learning during SARS …

B Wu, X Lv, A Alghamdi, H Abosaq, M Alrizq - Information Processing & …, 2023 - Elsevier
Abstract During coronavirus (SARS-CoV2) the number of fraudulent transactions is
expanding at a rate of alarming (7,352,421 online transaction records). Additionally, the …