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 …

Potential Applications of Explainable Artificial Intelligence to Actuarial Problems

C Lozano-Murcia, FP Romero, J Serrano-Guerrero… - Mathematics, 2024 - mdpi.com
Explainable artificial intelligence (XAI) is a group of techniques and evaluations that allows
users to understand artificial intelligence knowledge and increase the reliability of the results …

critical analysis of American and European private equity firms regarding environmental, social and governance reporting utilizing artificial intelligence

H Meyer, AM Röser, A Zureck - Social and Governance Reporting …, 2024 - papers.ssrn.com
This study explores the intersection of Environmental, Social, and Governance (ESG)
practices in private equity (PE) through the lens of generative Artificial Intelligence (AI). The …

[HTML][HTML] Increasing EBITDA by Optimizing IT costs for Private Equity Portfolio Companies

M Liepert - Apuntes del CENES, 2024 - scielo.org.co
The purpose of this study is to examine how private equity firms can increase the EBITDA
(Earnings Before Interest, Taxes, Depreciation and Amortization) of their portfolio companies …

Optimizing Private Equity Screening with Machine Learning: Applications in Nordic and UK SME Space

A Dahm, F Stenbom - 2024 - diva-portal.org
In this study, machine learning models are evaluated to determine their effectiveness in
private equity (PE) screening for small and medium-sized enterprises (SMEs) in the Nordic …

[PDF][PDF] Increasing byOptimizing s

M Liepert - core.ac.uk
The purpose of this study is to examine how private equity firms can increase the EBITDA
(Earnings Before Interest, Taxes, Depreciation and Amortization) of their portfolio companies …