Incremental Semi-Supervised Clustering Ensemble for High Dimensional Data Clustering.
IEEE Transactions on Knowledge and Data Engineering(2016)
摘要
Traditional cluster ensemble approaches have three limitations: (1) They do not make use of prior knowledge of the datasets given by experts. (2) Most of the conventional cluster ensemble methods cannot obtain satisfactory results when handling high dimensional data. (3) All the ensemble members are considered, even the ones without positive contributions. In order to address the limitations of co...
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关键词
Linear programming,Clustering algorithms,Cost function,Algorithm design and analysis,Search problems,Gene expression,Cancer
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