IEEE - Institute of Electrical and Electronics Engineers, Inc. - Deep belief networks for predicting corporate defaults

2015 24th Wireless and Optical Communication Conference (WOCC)

Author(s): Shu-Hao Yeh ; Chuan-Ju Wang ; Ming-Feng Tsai
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2015
Conference Location: Taipei, Taiwan
Conference Date: 23 October 2015
Page(s): 159 - 163
ISBN (Electronic): 978-1-4799-8854-9
ISBN (USB): 978-1-4799-8846-4
ISBN (Paper): 978-1-4799-8868-6
ISSN (Electronic): 2379-1276
ISSN (Paper): 2379-1268
DOI: 10.1109/WOCC.2015.7346197
Regular:

This paper provides a new perspective on the default prediction problem using deep learning algorithms. Via the advantages of deep learning, the representable factors of input data will no longer... View More

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