Bankruptcy prediction: the case of the Greek market

A Papana, A Spyridou - Forecasting, 2020 - mdpi.com
Financial bankruptcy prediction is an essential issue in emerging economies taking into
consideration the economic upheaval that can be caused by business failures. The research …

[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 …

[PDF][PDF] A survey on machine learning and statistical techniques in bankruptcy prediction

SS Devi, Y Radhika - International Journal of Machine Learning and …, 2018 - ijmlc.org
The bankruptcy prediction model (BPM) is eminently essential for financial institutions to
verify the creditworthiness of companies or management. The inability to accurately predict …

An overview of bankruptcy prediction models for corporate firms: A systematic literature review

Y Shi, X Li - Intangible Capital, 2019 - upcommons.upc.edu
Purpose: The aim of this paper is to conduct a literature review of corporate bankruptcy
prediction models, on the basis of the existing international academic literature in the …

[HTML][HTML] The evaluation of bankruptcy prediction models based on socio-economic costs

J Radovanovic, C Haas - Expert Systems with Applications, 2023 - Elsevier
Corporate bankruptcies often have severe consequences on all stakeholders, from financial
stakeholders losing their investment to employees losing their jobs. Yet traditional …

Bankruptcy prediction of small-and medium-sized enterprises in Poland based on the LDA and SVM methods

A Ptak-Chmielewska - Statistics in Transition. New Series, 2021 - ceeol.com
The impact the last financial crisis had on the small-and medium-sized enterprises (SMEs)
sector varied across countries, affecting them on different levels and to a different extent. The …

Predictive potential and risks of selected bankruptcy prediction models in the Slovak business environment

B Gavurova, M Packova, M Misankova… - Journal of Business …, 2017 - Taylor & Francis
In our study, we focused on the assessment of four bankruptcy prediction models, to figure
out which model is most appropriate in the conditions of the Slovak business environment …

A meta‐learning framework for bankruptcy prediction

CF Tsai, YF Hsu - Journal of Forecasting, 2013 - Wiley Online Library
The implication of corporate bankruptcy prediction is important to financial institutions when
making lending decisions. In related studies, many bankruptcy prediction models have been …

Predicting corporate bankruptcy: where we stand?

M Adnan Aziz, HA Dar - … : The international journal of business in …, 2006 - emerald.com
Purpose–The incidence of important bankruptcy cases has led to a growing interest in
corporate bankruptcy prediction models since the 1960s. Several past reviews of this …

Machine learning models and bankruptcy prediction

F Barboza, H Kimura, E Altman - Expert Systems with Applications, 2017 - Elsevier
There has been intensive research from academics and practitioners regarding models for
predicting bankruptcy and default events, for credit risk management. Seminal academic …