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A New Classifier Combination Scheme Using Clustering Ensemble
[chapter]
2012
Lecture Notes in Computer Science
Combination of multiple classifiers has been shown to increase classification accuracy in many application domains. Besides, the use of cluster analysis techniques in supervised classification tasks has shown that they can enhance the quality of the classification results. This is based on the fact that clusters can provide supplementary constraints that may improve the generalization capability of the classifiers. In this paper we introduce a new classifier combination scheme which is based on
doi:10.1007/978-3-642-33275-3_19
fatcat:txz744kwwbdnpfgpsnlwb4xyfa