17298 search results - page 322 / 3460 » Abstract computing machines |
199
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ICPR
2006
IEEE
16 years 7 months ago
2006
IEEE
We propose a classification method based on a decision tree whose nodes consist of linear Support Vector Machines (SVMs). Each node defines a decision hyperplane that classifies p...
196
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ICPR
2006
IEEE
16 years 7 months ago
2006
IEEE
Recently, the area of rule extraction from support vector machines (SVMs) has been explored. One important indication of the success of a rule extraction method is the performance...
182
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ICPR
2006
IEEE
16 years 7 months ago
2006
IEEE
A two-class imbalanced data problem (IDP) emerges when the data from majority class are compactly clustered and the data from minority class are scattered. Though a discriminative...
166
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KDD
2003
ACM
16 years 7 months ago
2003
ACM
Dimensionality reduction via Random Projections has attracted considerable attention in recent years. The approach has interesting theoretical underpinnings and offers computation...
148
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ICNSC
2008
IEEE
16 years 1 months ago
2008
IEEE
Today's communication-based applications are mostly crafted in a stovepipe development paradigm, which is inflexible to be used by various domain-specific applications and cos...