414 search results - page 38 / 83 » Kernel Optimization in Discriminant Analysis |
96
Voted
IBPRIA
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. This paper presents a new Bayesian approach to hyperspectral image segmentation that boosts the performance of the discriminative classifiers. This is achieved by combin...
113
Voted
ICASSP
2010
IEEE
15 years 21 days ago
2010
IEEE
When building a classifier from clean training data for a particular test environment, knowledge about the environmental noise and channel should be taken into account. We propos...
148
Voted
CVPR
2012
IEEE
13 years 2 months ago
2012
IEEE
Recent years have witnessed the growing popularity of hashing in large-scale vision problems. It has been shown that the hashing quality could be boosted by leveraging supervised ...
115
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RECOMB
2005
Springer
16 years 25 days ago
2005
Springer
Background: Support Vector Machines (SVMs) ? using a variety of string kernels ? have been successfully applied to biological sequence classification problems. While SVMs achieve ...
107
Voted
ICIC
2009
Springer
15 years 7 months ago
2009
Springer
Now the classification of different tumor types is of great importance in cancer diagnosis and drug discovery. It is more desirable to create an optimal ensemble for data analysis ...