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Financial Distress and Bankruptcy Prediction

TopicLeading institutions, researchers & key papers

Financial Distress and Bankruptcy Prediction is a topic indexed in ScholarIQ from OpenAlex.

What is known about Financial Distress and Bankruptcy Prediction?

ScholarIQrecord summary

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.

How many works does Financial Distress and Bankruptcy Prediction have?

ScholarIQindexed works

Financial Distress and Bankruptcy Prediction has 18 works in the ScholarIQ index. The count is the OpenAlex total, not the number of papers listed on this page.

What is the OpenAlex record for Financial Distress and Bankruptcy Prediction?

ScholarIQopenalex

The OpenAlex for Financial Distress and Bankruptcy Prediction is on the source record.

What are the most-cited papers on Financial Distress and Bankruptcy Prediction?

ScholarIQmost cited works
Vertical bagging decision trees model for credit scoring
Defu Zhang, Xiyue Zhou, Stephen C.H. Leung, Jiemin Zheng
Expert Systems with Applications. 2010168 Citations
Neural network prediction analysis: The bankruptcy case
Moshe Leshno, Yishay Spector
Neurocomputing. 1996148 Citations
Estimating Missing Values Using Neural Networks
Amit Gupta, Monica S. Lam
Journal of the Operational Research Society. 1996111 Citations
A privacy-preserving decentralized credit scoring method based on multi-party information
Haoran He, Zhao Wang, Hemant Jain, Cuiqing Jiang, Shanlin Yang
Decision Support Systems. 202245 Citations
Clues from networks: quantifying relational risk for credit risk evaluation of SMEs
Jingjing Long, Cuiqing Jiang, Stanko Dimitrov, Zhao Wang
Financial Innovation. 202227 CitationsOPEN ACCESS

Where is Financial Distress and Bankruptcy Prediction research published, and who funds it?

ScholarIQvenues & funding sources

TOP FUNDERS

National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
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How much of the research on Financial Distress and Bankruptcy Prediction is open access?

ScholarIQopen access share
22%OPEN ACCESS
Gold
22%
Green
0%
Hybrid
0%
Bronze
0%
Closed
78%

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