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Adaptive Fuzzy Consensus Clustering Framework for Clustering Analysis of Cancer Data
Found in: IEEE/ACM Transactions on Computational Biology and Bioinformatics
By Zhiwen Yu,Hantao Chen,Jane You,Jiming Liu,Hau-San Wong,Guoqiang Han,Le Li
Issue Date:February 2015
pp. 1
Performing clustering analysis is one of the important research topics in cancer discovery using gene expression profiles, which is crucial in facilitating the successful diagnosis and treatment of cancer. While there are quite a number of research works w...
 
Hybrid Fuzzy Cluster Ensemble Framework for Tumor Clustering from Bio-molecular Data
Found in: IEEE/ACM Transactions on Computational Biology and Bioinformatics
By Zhiwen Yu,Hantao Chen,Jane You,Guoqiang Han,Le Li
Issue Date:May 2013
pp. 1
In order to further improve the performance of tumor clustering from bio-molecular data, we introduce the fuzzy theory into the cluster ensemble framework for tumor clustering from bio-molecular data, and propose four kinds of hybrid fuzzy cluster ensemble...
 
Hybrid Fuzzy Cluster Ensemble Framework for Tumor Clustering from Biomolecular Data
Found in: IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
By Guoqiang Han, Hantao Chen, Zhiwen Yu, Jane You, Le Li
Issue Date:May 2013
pp. 657-670
Cancer class discovery using biomolecular data is one of the most important tasks for cancer diagnosis and treatment. Tumor clustering from gene expression data provides a new way to perform cancer class discovery. Most of the existing research works adopt...
     
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