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» Ensembles of Fuzzy Classifiers

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INFFUS
2006

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Comparative implementation of two fusion schemes for multiple complementary FLIR imagery classifiers

13 years 7 months ago

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Several classifiers for forward looking infra-red imagery are designed and implemented, and their relative performance is benchmarked on 2545 images belonging to 8 different ship ...

Pierre Valin, Francois Rhéaume, Claude Trem...

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ICPR
2004
IEEE

143views computer vision» more ICPR 2004»

On Classifier Domains of Competence

14 years 8 months ago

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We study the domain of dominant competence of six popular classifiers in a space of data complexity measurements. We observe that the simplest classifiers, nearest neighbor and li...

Ester Bernadó i Mansilla, Tin Kam Ho

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ICMLC
2010
Springer

169views Machine Learning» more ICMLC 2010»

Optimization of bagging classifiers based on SBCB algorithm

13 years 5 months ago

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: Bagging (Bootstrap Aggregating) has been proved to be a useful, effective and simple ensemble learning methodology. In generic bagging methods, all the classifiers which are trai...

Xiao-Dong Zeng, Sam Chao, Fai Wong

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ICPR
2008
IEEE

148views Computer Vision» more ICPR 2008»

Identification of phosphorylation sites using a hybrid classifier ensemble approach

14 years 1 months ago