1382 search results - page 172 / 277 » An Experimental Study on Feature Subset Selection Methods |
124
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ICONIP
2007
15 years 5 months ago
2007
In this paper we eliminate the need for parameter estimation associated with the set covering machine (SCM) by directly minimizing generalization error bounds. Firstly, we consider...
125
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BMCBI
2007
2007
A high-accuracy consensus map of yeast protein complexes reveals modular nature of gene essentiality
15 years 4 months ago
Background: Identifying all protein complexes in an organism is a major goal of systems biology. In the past 18 months, the results of two genome-scale tandem affinity purificatio...
153
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KDD
2007
ACM
16 years 4 months ago
2007
ACM
The kernel function plays a central role in kernel methods. In this paper, we consider the automated learning of the kernel matrix over a convex combination of pre-specified kerne...
154
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IVC
2006
15 years 4 months ago
2006
We present a systematic comparison of machine learning methods applied to the problem of fully automatic recognition of facial expressions, including AdaBoost, support vector mach...
107
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ICCAD
2002
IEEE
16 years 1 months ago
2002
IEEE
This paper presents an in-depth study of the theory and algorithms for the SPFD-based (Set of Pairs of Functions to be Distinguished) rewiring, and explores the flexibility in the...