145
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ANNPR
15 years 6 months ago
2006 Springer 
We present a multiclass classification system for gray value images through boosting. The feature selection is done using the LPBoost algorithm which selects suitable features of a...
138
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ANNPR
15 years 6 months ago
2006 Springer 
Abstract. Decomposition techniques are used to speed up training support vector machines but for linear programming support vector machines (LP-SVMs) direct implementation of decom...
109
Voted
ANNPR
15 years 6 months ago
2006 Springer 
Abstract. Estimation of probability density functions (pdf) is one major topic in pattern recognition. Parametric techniques rely on an arbitrary assumption on the form of the unde...
114
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ANNPR
15 years 6 months ago
2006 Springer 
Abstract. Hierarchical neural networks show many benefits when employed for classification problems even when only simple methods analogous to decision trees are used to retrieve t...
139
Voted
ANNPR
15 years 6 months ago
2006 Springer
Abstract. In our previous work we have shown that Mahalanobis kernels are useful for support vector classifiers both from generalization ability and model selection speed. In this ...
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Neural Networks