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119
Voted
TNN
2010
14 years 10 months ago
2010
Abstract--In this paper we investigate the sparsity and recognition capabilities of two approximate Bayesian classification algorithms, the multi-class multi-kernel Relevance Vecto...
136
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
We address the problem of feature selection in a kernel space to select the most discriminative and informative features for classification and data analysis. This is a difficult ...
157
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
There has been a recent, growing interest in classification and link prediction in structured domains. Methods such as conditional random fields and relational Markov networks sup...
154
Voted
EUROGP
2007
Springer
15 years 7 months ago
2007
Springer
The conversion and extension of the Incremental Pareto-Coevolution Archive algorithm (IPCA) into the domain of Genetic Programming classification is presented. In particular, the ...
114
Voted
FSKD
2006
Springer
15 years 7 months ago
2006
Springer
This paper presents an investigation into the combination of different classifiers for toxicity prediction. These classification methods involved in generating classifiers for comb...