766 search results - page 37 / 154 » Active Support Vector Machine Classification |
122
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ICIP
2009
IEEE
14 years 12 months ago
2009
IEEE
Kernel-based methods, e.g., support vector machine (SVM), produce high classification performances. However, the computation becomes time-consuming as the number of the vectors su...
134
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NIPS
2004
15 years 3 months ago
2004
We study gender discrimination of human faces using a combination of psychophysical classification and discrimination experiments together with methods from machine learning. We r...
103
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ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
This paper presents a Support Vector Method for optimizing multivariate nonlinear performance measures like the F1score. Taking a multivariate prediction approach, we give an algo...
141
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SIGIR
2005
ACM
15 years 7 months ago
2005
ACM
We demonstrate a phonotactic-semantic paradigm for spoken document categorization. In this framework, we define a set of acoustic words instead of lexical words to represent acous...
125
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CSDA
2010
14 years 11 months ago
2010
A modified active subset selection method based on quadratic R