Case-based reasoning for bankruptcy prediction

Introduction of Case-based reasoning approach for bankruptcy prediction.

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Suggested citation

Li, Wei and Härdle, Wolfgang Karl (2021). Case-based reasoning for bankruptcy prediction. Q2 ecosystem. Available at https://quantinar.com/course/90/case-based-reasoning-for-bankruptcy-predictio or http://dx.doi.org/10.24818/IDA-CL/2021.46.

@misc{li2021, author = {Li, Wei and Härdle, Wolfgang Karl}, title = {Case-based reasoning for bankruptcy prediction}, year = {2021}, howpublished = {Q2 ecosystem}, doi = {http://dx.doi.org/10.24818/IDA-CL/2021.46.}, url = {https://quantinar.com/course/90/case-based-reasoning-for-bankruptcy-predictio} }
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Tags:
CBR

Courselet Content

2 components

	Case-based reasoning for bankruptcy prediction (video)	24 min
	Case-based reasoning for bankruptcy prediction (pdf)	4.05 K

Requirements

None.

General Overview

Description

There has been intensive research regarding artificial intelligence (AI) models for predicting bankruptcy in recent years. In this course, a data-driven case-based reasoning (CBR) method is introduced for bankruptcy prediction, testing its performance with the financial data from German companies.