942 search results - page 19 / 189 » Robust feature induction for support vector machines |
107
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ML
2010
ACM
14 years 8 months ago
2010
ACM
Abstract The tensor kernel has been used across the machine learning literature for a number of purposes and applications, due to its ability to incorporate samples from multiple s...
BIBE
2003
IEEE
15 years 3 months ago
2003
IEEE
Contact map prediction is of great interest for its application in fold recognition and protein 3D structure determination. In this paper we present a contact-map prediction algor...
107
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IJCNN
2006
IEEE
15 years 3 months ago
2006
IEEE
— In this paper, we show that one-class SVMs can also utilize data covariance in a robust manner to improve performance. Furthermore, by constraining the desired kernel function ...
101
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ACIVS
2005
Springer
15 years 3 months ago
2005
Springer
We describe an automated system that classifies gender by utilising a set of human gait data. The gender classification system consists of three stages: i) detection and extraction...
BMCBI
2010
14 years 9 months ago
2010
Background: Because a priori knowledge about function of G protein-coupled receptors (GPCRs) can provide useful information to pharmaceutical research, the determination of their ...