Can machine learning approaches predict corporate bankruptcy? Evidence from a qualitative experimental design
Bankruptcy prediction has received a growing interest in corporate finance and risk
management recently. Although numerous studies in the literature have dealt with various …
management recently. Although numerous studies in the literature have dealt with various …
Predicting financial distress in the Indian banking sector: A comparative study between the logistic regression, LDA and ANN models
Financial distress is a socially and economically significant issue that affects almost every
firm across the world. Predicting financial distress in the banking industry can substantially …
firm across the world. Predicting financial distress in the banking industry can substantially …
[HTML][HTML] Identifying symptoms of bankruptcy risk based on bankruptcy prediction models—A case study of Poland
The article presents selected Polish early warning models (logit and discriminant models)
that allow the assessment of the risk of bankruptcy of a company, and the purpose of the …
that allow the assessment of the risk of bankruptcy of a company, and the purpose of the …
[HTML][HTML] An intelligent bankruptcy prediction model using a multilayer perceptron
RF Brenes, A Johannssen, N Chukhrova - Intelligent Systems with …, 2022 - Elsevier
High bankruptcy rates can lead to the collapse of economic systems. Therefore, having
accurate and reliable models to predict firms in financial distress allows for proper …
accurate and reliable models to predict firms in financial distress allows for proper …
[HTML][HTML] Predicting bank failures: a synthesis of literature and directions for future research
Risk management has been a topic of great interest to Michael McAleer. Even as recent as
2020, his paper on risk management for COVID-19 was published. In his memory, this article …
2020, his paper on risk management for COVID-19 was published. In his memory, this article …
[HTML][HTML] Do traditional financial distress prediction models predict the early warning signs of financial distress?
Purpose: This study aims to compare the prediction accuracy of traditional distress
prediction models for the firms which are at an early and advanced stage of distress in an …
prediction models for the firms which are at an early and advanced stage of distress in an …
[PDF][PDF] Bankruptcy prediction: A survey on evolution, critiques, and solutions
G Fejér-Király - Acta Universitatis Sapientiae, Economics and Business, 2015 - sciendo.com
After the economic crisis and the BASEL agreement, the bankruptcy prediction research has
evolved substantially due to its importance in CORPORATE lNANCE 4HIS PAPER …
evolved substantially due to its importance in CORPORATE lNANCE 4HIS PAPER …
[引用][C] Bankruptcy prediction model of industrial enterprises in the Czech Republic
M Karas, M Režňáková - International journal of mathematical models and …, 2013
Prediction of company bankruptcy using statistical techniques–Case of Croatia
Sažetak Bankruptcy prediction research in Croatia is still pretty limited and due to data
unavailability researches use different samples and statistical techniques that result with …
unavailability researches use different samples and statistical techniques that result with …
Bankruptcy prediction with low-quality financial information
E da Silva Mattos, D Shasha - Expert Systems with Applications, 2024 - Elsevier
The corporate bankruptcy prediction literature has traditionally relied on data from public,
audited companies. However, the vast majority of firms worldwide are privately-held and …
audited companies. However, the vast majority of firms worldwide are privately-held and …