What type of Machine Learning techniques can be used for Bankruptcy Prediction?
There are a wide variety of algorithms. Recent articles have used variants of extreme learning machine, optimally pruned KNN, classifier ensembles and stacked generalization
Yu, Q., Miche, Y., Séverin, E., & Lendasse, A. (2014). Bankruptcy prediction using Extreme Learning Machine and financial expertise. Neurocomputing, 128, 296-302.
Peña, T., Martínez, S., & Abudu, B. (2011). Bankruptcy prediction: A comparison of some statistical and machine learning techniques. InComputational Methods in Economic Dynamics (pp. 109-131). Springer Berlin Heidelberg.
Yu, Q. (2013). Machine Learning for Corporate Bankruptcy Prediction.
http://www.econstor.eu/bitstream/10419/83723/1/618124039.pdf
https://aaltodoc.aalto.fi/bitstream/handle/123456789/10226/isbn9789526051871.pdf?sequence=1
There are a wide variety of algorithms. Recent articles have used variants of extreme learning machine, optimally pruned KNN, classifier ensembles and stacked generalization
Yu, Q., Miche, Y., Séverin, E., & Lendasse, A. (2014). Bankruptcy prediction using Extreme Learning Machine and financial expertise. Neurocomputing, 128, 296-302.
Peña, T., Martínez, S., & Abudu, B. (2011). Bankruptcy prediction: A comparison of some statistical and machine learning techniques. InComputational Methods in Economic Dynamics (pp. 109-131). Springer Berlin Heidelberg.
Yu, Q. (2013). Machine Learning for Corporate Bankruptcy Prediction.
http://www.econstor.eu/bitstream/10419/83723/1/618124039.pdf
https://aaltodoc.aalto.fi/bitstream/handle/123456789/10226/isbn9789526051871.pdf?sequence=1
- Badges
- Science topic