IEEE - Institute of Electrical and Electronics Engineers, Inc. - Credit quality assessments using manifold based semi-supervised discriminant analysis and support vector machines

2011 Seventh International Conference on Natural Computation (ICNC)

Author(s): Shian-Chang Huang ; Tung-Kuang Wu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2011
Conference Location: Shanghai, China, China
Conference Date: 26 July 2011
Volume: 4
Page(s): 2,037 - 2,041
ISBN (CD): 978-1-4244-9952-6
ISBN (Electronic): 978-1-4244-9953-3
ISBN (Paper): 978-1-4244-9950-2
ISSN (CD): 2157-9555
ISSN (Electronic): 2157-9563
ISSN (Paper): 2157-9555
DOI: 10.1109/ICNC.2011.6022386
Regular:

Due to the large scale of financial data in credit quality forecasting, dimensionality reduction is a key step to enhance classifier performance. By using manifold based semi-supervised... View More

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