DocumentCode
2913610
Title
A study of financial distress prediction of listed corporations with sport vector machines model
Author
Liu, Yi Ping ; Qiu, Dong Fang ; Bao, Peng
Author_Institution
Univ. of Aeronaut. & Astronaut., Nanjing
fYear
2007
fDate
18-20 Nov. 2007
Firstpage
898
Lastpage
902
Abstract
This paper uses support vector machines to establish a new model of financial distress prediction, with Chinese listed corporations as samples. After rectifying the model, it gets higher predicting precision and better generalization capability. Comparing to other warning models, support vector machines model for listed corporations in financial distress prediction really has bigger application foreground because of its better characters such as user-friendly and higher accuracy rate.
Keywords
financial management; support vector machines; Chinese listed corporation; financial distress prediction; support vector machine model; user-friendly; Companies; Equations; Finance; Intelligent systems; Investments; Logistics; Machine intelligence; Neural networks; Predictive models; Support vector machines;
fLanguage
English
Publisher
ieee
Conference_Titel
Grey Systems and Intelligent Services, 2007. GSIS 2007. IEEE International Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4244-1294-5
Electronic_ISBN
978-1-4244-1294-5
Type
conf
DOI
10.1109/GSIS.2007.4443403
Filename
4443403
Link To Document