1752 search results - page 111 / 351 » Support vector machine for functional data classification |
111
Voted
JMLR
2002
15 years 2 months ago
2002
We extend the classical algorithms of Valiant and Haussler for learning compact conjunctions and disjunctions of Boolean attributes to allow features that are constructed from the...
98
Voted
ICPR
2006
IEEE
16 years 3 months ago
2006
IEEE
We present a novel method to enhance training set for face detection with nonlinearly generated examples from the original data. The motivation is from Support Vector Machines (SV...
161
Voted
BMCBI
2011
14 years 9 months ago
2011
Background: Most predictive methods currently available for the identification of protein secretion mechanisms have focused on classically secreted proteins. In fact, only two met...
119
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ML
2008
ACM
15 years 2 months ago
2008
ACM
This paper explores the addition of constraints to the linear programming formulation of the support vector regression problem for the incorporation of prior knowledge. Equality an...
143
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TNN
2010
14 years 9 months ago
2010
Abstract--A crucial issue in designing learning machines is to select the correct model parameters. When the number of available samples is small, theoretical sample-based generali...