A two-stage case-based reasoning driven classification paradigm for financial distress prediction with missing and imbalanced data-Reference-Cited by-同舟云学术

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A two-stage case-based reasoning driven classification paradigm for financial distress prediction with missing and imbalanced data

Published:2024-09 Issue: Volume:249 Page:123745
ISSN:0957-4174
Container-title:Expert Systems with Applications
language:en
Short-container-title:Expert Systems with Applications

Author:

Yu Lean^ORCID,Li Mengxin,Liu Xiaojun

Publisher

Elsevier BV

Reference78 articles.

1. Case-based reasoning: Foundational Issues, methodological variations, and system approaches;Aamodt;AI Communications,1994

2. Financial ratios, discriminant analysis and the prediction of corporate bankruptcy;Altman;Journal of Finance,1968

3. Prediction of financial distress of companies with artificial neural networks and decision trees models;Aydin;Machine Learning with Applications,2022

4. Overview and comparative study of dimensionality reduction techniques for high dimensional data;Ayesha;Information Fusion,2020

5. Machine learning models and bankruptcy prediction;Barboza;Expert Systems with Applications,2017

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1. Improved generative adversarial imputation networks for missing data;Applied Intelligence;2024-09-05

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