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CEC
2010
IEEE
13 years 11 months ago
2010
IEEE
Inspired originally by the Learnable Evolution Model(LEM) [5], we investigate LEM(ID3), a hybrid of evolutionary search with ID3 decision tree learning. LEM(ID3) involves interleav...
COLT
2000
Springer
14 years 2 months ago
2000
Springer
We investigate the computational complexity of the task of detecting dense regions of an unknown distribution from un-labeled samples of this distribution. We introduce a formal l...
HPCC
2007
Springer
14 years 4 months ago
2007
Springer
Packet filters play an essential role in traffic management and security management on the Internet. In order to create software-based packet filters that are fast enough to work...
CORR
2006
Springer
13 years 10 months ago
2006
Springer
Abstract. Support Vector Machines (SVMs) are well-established Machine Learning (ML) algorithms. They rely on the fact that i) linear learning can be formalized as a well-posed opti...
CORR
2007
Springer
13 years 10 months ago
2007
Springer
Given a sample covariance matrix, we examine the problem of maximizing the variance explained by a linear combination of the input variables while constraining the number of nonze...