Advancing financial resilience: A systematic review of default prediction models and future directions in credit risk management
This research presents a systematic review of a substantial body of high-quality research
articles on Default Prediction Models published from 2015 to 2024. It is a comprehensive …
articles on Default Prediction Models published from 2015 to 2024. It is a comprehensive …
Impacts of crisis on SME bankruptcy prediction models' performance
M Papík, L Papíková - Expert Systems with Applications, 2023 - Elsevier
Turbulent economic situation, changes in financial reporting, swift legislative changes, or
companies' earnings management during the COVID-19 crisis might have impacted the …
companies' earnings management during the COVID-19 crisis might have impacted the …
A review of the limitations of financial failure prediction research: Revisión de las limitaciones de la investigación sobre predicción de quiebras financieras
EK Laitinen, N Muñoz-Izquierdo - Revista de Contabilidad-Spanish …, 2023 - revistas.um.es
El objetivo de este artículo es evaluar críticamente los principales puntos débiles asociados
a las limitaciones de los estudios de investigación sobre predicción de quiebras financieras …
a las limitaciones de los estudios de investigación sobre predicción de quiebras financieras …
[HTML][HTML] Majority voting ensemble with a decision trees for business failure prediction during economic downturns
Accurate business failure prediction represents an advantage for market players and is
important for risk management. The purpose of this study is to develop a more accurate and …
important for risk management. The purpose of this study is to develop a more accurate and …
Can board diversity predict the risk of financial distress?
Purpose The purpose of this study is to explore whether different board diversity attributes
(corporate governance aspect) can be used to predict financial distress. This study also aims …
(corporate governance aspect) can be used to predict financial distress. This study also aims …
Predicting and interpreting financial distress using a weighted boosted tree-based tree
W Liu, H Fan, M Xia, C Pang - Engineering Applications of Artificial …, 2022 - Elsevier
Financial distress prediction aims at providing an early warning solution of financial distress
to help business participants, investors, and regulators to achieve better profit growth and …
to help business participants, investors, and regulators to achieve better profit growth and …
Incorporating textual and management factors into financial distress prediction: A comparative study of machine learning methods
X Tang, S Li, M Tan, W Shi - Journal of Forecasting, 2020 - Wiley Online Library
Financial distress prediction (FDP) has been widely considered as a promising approach to
reducing financial losses. While financial information comprises the traditional factors …
reducing financial losses. While financial information comprises the traditional factors …
Financial distress prediction using the Q&A text of online interactive platforms
The text-based question and answer (Q&A) information of online interactive platforms
reflects the concerns of investors and the responses of companies, which can reduce …
reflects the concerns of investors and the responses of companies, which can reduce …
Financial compass for Slovak enterprises: modeling economic stability of agricultural entities
The risk of corporate financial distress negatively affects the operation of the enterprise itself
and can change the financial performance of all other partners that come into close or wider …
and can change the financial performance of all other partners that come into close or wider …
Effects of classification, feature selection, and resampling methods on bankruptcy prediction of small and medium‐sized enterprises
L Papíková, M Papík - Intelligent Systems in Accounting …, 2022 - Wiley Online Library
Small and medium‐sized enterprises are the pillars of an economy, and their poor
performance has a negative impact on living standards of population and country …
performance has a negative impact on living standards of population and country …