229 search results - page 5 / 46 » Fuzzy Classifiers Based on Kernel Discriminant Analysis |
89
Voted
PAA
2008
14 years 11 months ago
2008
This paper proposes a method of finding a discriminative linear transformation that enhances the data's degree of conformance to the compactness hypothesis and its inverse. Th...
100
Voted
ICPR
2006
IEEE
16 years 22 days ago
2006
IEEE
We aim to improve the accuracy of handwritten Chinese character recognition using two advanced techniques: discriminative feature extraction (DFE) and discriminative learning quad...
EUSFLAT
2009
14 years 9 months ago
2009
Classes issued of evolving systems are dynamic and their characteristics vary over the time. Assigning a pattern to a class is achieved using a classifier. Therefore, the classifie...
ICPR
2006
IEEE
16 years 22 days ago
2006
IEEE
In this paper we propose a novel order-recursive training algorithm for kernel-based discriminants which is computationally efficient. We integrate this method in a hybrid HMM-bas...
93
Voted
EUSFLAT
2009
14 years 9 months ago
2009
-- An approach to estimate the number of rules by spectral analysis of the training dataset has been recently proposed [1]. This work presents an analysis of such a method in high ...