DocumentCode
1748806
Title
BYY harmony learning, local independent analyses, and APT financial applications
Author
Xu, Lei
Author_Institution
Dept. of Comput. Sci. & Eng., Chinese Univ. of Hong Kong, Shatin, China
Volume
3
fYear
2001
fDate
2001
Firstpage
1817
Abstract
The key issues of the Bayesian Ying Yang (BYY) harmony learning are summarized systematically on the BYY systems that represents multiple objects in its Ying space. Detailed discussions are made on three typical BYY architectures with a general adaptive learning procedure, particularly on making local independent analyses and APT financial Applications
Keywords
adaptive systems; financial data processing; learning (artificial intelligence); neural nets; Bayesian Ying Yang system; adaptive learning; arbitrage pricing theory; financial analysis; harmony learning; local independent analysis; Application software; Bayesian methods; Computer science; Councils; Functional analysis; State estimation; State-space methods; Statistical learning; Stochastic processes; Unsupervised learning;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on
Conference_Location
Washington, DC
ISSN
1098-7576
Print_ISBN
0-7803-7044-9
Type
conf
DOI
10.1109/IJCNN.2001.938438
Filename
938438
Link To Document