# Financial Distress and Bankruptcy Prediction

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/financial-distress-and-bankruptcy-prediction-2/

## Facts

| Field | Value |
| --- | --- |
| Citations | 267,344 |
| Description | This cluster of papers focuses on the development and comparison of machine learning models, including neural networks, support vector machines, and ensemble methods, for predicting bankruptcy and assessing credit risk. The research explores various techniques for financial distress prediction, credit scoring, and risk assessment in both corporate and consumer contexts. |
| Domain | Social Sciences |
| Field | Business, Management and Accounting |
| OpenAlex ID | https://openalex.org/T11653 |
| Works | 39,695 |

## Topic researchers

Showing 12 of 20.

- [Francisco Herrera](https://scholariq.org/researchers/francisco-herrera/)
- [Nitesh V. Chawla](https://scholariq.org/researchers/nitesh-v-chawla/)
- [Taghi M. Khoshgoftaar](https://scholariq.org/researchers/taghi-m-khoshgoftaar/)
- [Robert S. Kaplan](https://scholariq.org/researchers/robert-s-kaplan/)
- [Andrew W. Lo](https://scholariq.org/researchers/andrew-w-lo/)
- [David A. Hensher](https://scholariq.org/researchers/david-a-hensher/)
- [Adrian Oţoiu](https://scholariq.org/researchers/adrian-otoiu/)
- [Darrell Duffie](https://scholariq.org/researchers/darrell-duffie/)
- [Johan A. K. Suykens](https://scholariq.org/researchers/johan-a-k-suykens/)
- [Patricia Dechow](https://scholariq.org/researchers/patricia-dechow/)
- [Edward I. Altman](https://scholariq.org/researchers/edward-i-altman/)
- [Shouyang Wang](https://scholariq.org/researchers/shouyang-wang/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.