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Modelling bankruptcy prediction models in Slovak companies [PDF]
SHS Web of Conferences, 2017 An intensive research from academics and practitioners has been provided regarding models for bankruptcy prediction and credit risk management. In spite of numerous researches focusing on forecasting bankruptcy using traditional statistics techniques (e ...
Kovacova Maria, Kliestikova Jana
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Explainability of Machine Learning Models for Bankruptcy Prediction [PDF]
IEEE Access, 2021 As the amount of data increases, it is more likely that the assumptions in the existing economic analysis model are unsatisfied or make it difficult to establish a new analysis model.
Min Sue Park +3 more
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Journal of Business Economics, 2022 AbstractThis study uses generalized additive models to identify and analyze nonlinear relationships between accounting-based and market-based independent variables and how these affect bankruptcy predictions. Specifically, it examines the independent variables that Altman (J Financ 23:589–609, 1968; Predicting financial distress of companies ...
Christian Lohmann +2 more
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Risks, 2023 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 decisions for investors and regulatory bodies.
Domicián Máté +2 more
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Modern models for predicting bankruptcy to detect early signals of business failure: Evidence from Montenegro. [PDF]
PLoS ONEThis paper explores predicting early signals of business failure using modern models for bankruptcy prediction. It reviews how continuous operations enhance market value, strengthening competitiveness and reputation among stakeholders. The study involves
Milica Vukčević +4 more
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Evaluation of suitability of bankruptcy prediction models
Business: Theory and Practice, 2006 Financial data is the main source of enterprise bankruptcy prediction. Applying bankruptcy prediction models, which consist of significant financial ratios, is one of the most simple as well as accurate ways for predicting bankruptcy of enterprises. With
Jonas Mackevičius +1 more
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Financial Distress and Bankruptcy Prediction in Conditions of Slovak Republic [PDF]
SHS Web of Conferences, 2021 Research background: Prediction of bankruptcy has an important place in financial analysis of an organization in the globalized economy. Ever since the first publication of a paper on bankruptcy prediction in 1932, the field of bankruptcy prediction was ...
Rebetak Filip, Bartosova Viera
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CORPORATE BANKRUPTCY AND INSOLVENCY PREDICTION MODEL
Technological and Economic Development of Economy, 2021 In any competitive economy, the risk of bankruptcy is pervasive. The research aims to contribute in improving the predictive power of bankruptcy and insolvency risk among companies by introducing new methods of processing and validation. This paper investigates the extensive application of the Z score model for predicting the economic-financial ...
Voda, Alina Daniela +4 more
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Probabilistic modeling and visualization for bankruptcy prediction [PDF]
Applied Soft Computing, 2017 Display Omitted Application of the Gaussian process classification framework in the bankruptcy prediction problem.A complete graphical visualization technique for model performance comparison.An averaged probabilistic confusion matrix generated for a probabilistic view.An in-depth empirical study of a real-world bankruptcy datasets with different class
Francisco Antunes +2 more
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ENSEMBLE MODEL - BASED BANKRUPTCY PREDICTION [PDF]
ICTACT Journal on Soft Computing, 2023 Bankruptcy prediction is a crucial task in the determination of an organization’s economic condition, that is, whether it can meet its financial obligations or not.
J. Arumugam +2 more
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