85 search results - page 8 / 17 » Improving Multiclass Pattern Recognition by the Combination ... |
120
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PAMI
2010
14 years 10 months ago
2010
—A common way to model multiclass classification problems is to design a set of binary classifiers and to combine them. Error-Correcting Output Codes (ECOC) represent a successfu...
103
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CORR
2011
Springer
14 years 6 months ago
2011
Springer
Two types of combining strategies were evaluated namely combining skin features and combining skin classifiers. Several combining rules were applied where the outputs of the skin ...
107
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CIARP
2006
Springer
15 years 3 months ago
2006
Springer
Abstract. A major characteristic of text document categorization problems is the extremely high dimensionality of text data. In this paper we explore the usability of the Oscillati...
105
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EVOW
2008
Springer
15 years 1 months ago
2008
Springer
Classifier fusion strategies have shown great potential to enhance the performance of pattern recognition systems. There is an agreement among researchers in classifier combination...
CIARP
2007
Springer
15 years 6 months ago
2007
Springer
We present a methodology to analyze Multiple Classifiers Systems (MCS) performance, using the disagreement concept. The goal is to define an alternative approach to the conventiona...