511 search results - page 98 / 103 » Privacy-preserving SVM classification |
140
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BMCBI
2004
15 years 1 months ago
2004
Background: The current progress in sequencing projects calls for rapid, reliable and accurate function assignments of gene products. A variety of methods has been designed to ann...
122
Voted
ICMLA
2009
14 years 11 months ago
2009
Abstract--We investigate parameter-based and distributionbased approaches to regularizing the generative, similarity-based classifier called local similarity discriminant analysis ...
172
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KDD
2007
ACM
16 years 2 months ago
2007
ACM
The proliferation of malware has presented a serious threat to the security of computer systems. Traditional signature-based antivirus systems fail to detect polymorphic and new, ...
117
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KDD
2001
ACM
16 years 2 months ago
2001
ACM
Given a dataset, each element of which labeled by one of k labels, we construct by a very fast algorithm, a k-category proximal support vector machine (PSVM) classifier. Proximal s...
112
Voted
CSB
2003
IEEE
15 years 7 months ago
2003
IEEE
This paper presents a novel algorithm for identification and functional characterization of “key” genome features responsible for a particular biochemical process of interest....