45 search results - page 5 / 9 » Support Vector Based Prototype Selection Method for Nearest ... |
105
Voted
CIARP
2007
Springer
15 years 8 months ago
2007
Springer
A crucial issue in dissimilarity-based classification is the choice of the representation set. In the small sample case, classifiers capable of a good generalization and the inje...
140
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FGR
2011
IEEE
14 years 6 months ago
2011
IEEE
— We propose a method for automatic emotion recognition as part of the FERA 2011 competition [1] . The system extracts pyramid of histogram of gradients (PHOG) and local phase qu...
121
Voted
ICPR
2008
IEEE
15 years 9 months ago
2008
IEEE
In this paper, we report our work on spam filtering with three novel bayesian classification methods: Aggregating One-Dependence Estimators (AODE), Hidden Naïve Bayes (HNB), Loca...
ICPR
2010
IEEE
15 years 8 months ago
2010
IEEE
In this paper, a novel approach for contour-based 2D shape recognition is proposed, using a recently introduced class of information theoretic kernels. This kind of kernels, based...
118
Voted
TKDE
2008
15 years 2 months ago
2008
We present a method for explaining predictions for individual instances. The presented approach is general and can be used with all classification models that output probabilities...