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» Nonlinear Knowledge-Based Classification
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ESWA
2006
117views more  ESWA 2006»
13 years 7 months ago
A knowledge-based approach to assign breast cancer treatments in oncology units
The aim of this work is to present a developed knowledge-based approach for breast cancer treatment. This Decision Support System (DSS) uses an incremental knowledge acquisition t...
Teddy G. Miranda-Mena, Sandra L. Benítez U....
ISNN
2005
Springer
14 years 1 months ago
Internet Traffic Prediction by W-Boost: Classification and Regression
Abstract. Internet traffic prediction plays a fundamental role in network design, management, control, and optimization. The self-similar and non-linear nature of network traffic m...
Hanghang Tong, Chongrong Li, Jingrui He, Yang Chen
ICML
2005
IEEE
14 years 8 months ago
Large margin non-linear embedding
It is common in classification methods to first place data in a vector space and then learn decision boundaries. We propose reversing that process: for fixed decision boundaries, ...
Alexander Zien, Joaquin Quiñonero Candela
EUROMICRO
2003
IEEE
14 years 27 days ago
Towards A Classification Model for Component-Based Software Engineering Research
Accurate and timely information is a key motivator in the widespread adoption of CBSE technology in Europe. Although there are overlaps and informal communications between researc...
Gerald Kotonya, Ian Sommerville, Steve Hall
ICPR
2004
IEEE
14 years 8 months ago
Kernel Autoassociator with Applications to Visual Classification
Autoassociator is an important issue in concept learning, and the learned concept of a particular class can be used to distinguish the class from the others. For nonlinear autoass...
Bailing Zhang, Haihong Zhang, Weimin Huang, Zhiyon...