Predicting Company Bankruptcy Using Machine Learning Techniques: A Step-by-Step Guide

E Lee - Advancement in Business Analytics Tools for Higher …, 2023 - igi-global.com
In today's business landscape, predicting the financial health of a company is essential for
informed decision-making by investors, creditors, and other stakeholders. Using historical …

Bankruptcy prediction via machine learning

G Beggio - 2022 - dspace.unive.it
Bankruptcy prediction is the problem of detecting financial distress in firms, which could
potentially lead to their bankruptcy. A good prediction method can allow the company's …

Prediction of Bankruptcy Using Machine Learning Models

GK Kamalam, SN Kumar, G Subiga… - … on Intelligent Systems …, 2023 - Springer
Effectively predicting bankruptcy is a pivotal aspect of robust financial risk management,
holding profound implications for businesses, investors, and the broader economic …

Can machine learning approaches predict corporate bankruptcy? Evidence from a qualitative experimental design

S Lahmiri, S Bekiros - Quantitative Finance, 2019 - Taylor & Francis
Bankruptcy prediction has received a growing interest in corporate finance and risk
management recently. Although numerous studies in the literature have dealt with various …

Comparative Analysis of Machine Learning Models for Bankruptcy Prediction in the Context of Pakistani Companies

D Máté, H Raza, I Ahmad - Risks, 2023 - mdpi.com
This article presents a comparative analysis of machine learning models for business failure
prediction. Bankruptcy prediction is crucial in assessing financial risks and making informed …

[PDF][PDF] Machine Learning with Applications

J Zhao, J Ouenniche, J De Smedt - e-tarjome.com
Corporate bankruptcy and financial distress prediction is a topic of interest for a variety of
stakeholders, including businesses, financial institutions, investors, regulatory bodies …

Corporate bankruptcy prediction: An approach towards better corporate world

TM Alam, K Shaukat, M Mushtaq, Y Ali… - The Computer …, 2021 - academic.oup.com
The area of corporate bankruptcy prediction attains high economic importance, as it affects
many stakeholders. The prediction of corporate bankruptcy has been extensively studied in …

Bankruptcy Prediction Using Machine Learning

K Saxena, S Tiwar - 2024 11th International Conference on …, 2024 - ieeexplore.ieee.org
Bankruptcy prediction is a critical task for companies, lenders, investors, and regulators.
Accurately forecasting the likelihood of a company going bankrupt can help stakeholders …

[HTML][HTML] Survey, classification and critical analysis of the literature on corporate bankruptcy and financial distress prediction

J Zhao, J Ouenniche, J De Smedt - Machine Learning with Applications, 2024 - Elsevier
Corporate bankruptcy and financial distress prediction is a topic of interest for a variety of
stakeholders, including businesses, financial institutions, investors, regulatory bodies …

The application of machine learning models in company bankruptcy prediction

H Chang - Proceedings of the 2019 3rd International Conference …, 2019 - dl.acm.org
With the economy increasing, the number of enterprises increases gradually, and it is
accompanied by the growth in quantity of bankruptcies. Therefore, predict bankruptcy is …