Double Selection Based Semi-Supervised Clustering Ensemble for Tumor Clustering from Gene Expression Profiles.
Zhiwen YuHongsheng ChenJane YouHau-San WongJiming LiuLe LiGuoqiang HanPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2014)
Keyphrases
- gene expression profiles
- cluster ensemble
- clustering ensemble
- tumor classification
- constrained clustering
- semi supervised
- microarray
- tissue samples
- consensus clustering
- gene expression
- gene expression data
- clustering algorithm
- self organizing maps
- clustering analysis
- semi supervised classification
- gene selection
- microarray data
- data clustering
- active learning
- k means
- labeled data
- unlabeled data
- semi supervised learning
- supervised learning
- clustering solutions
- pairwise
- machine learning
- multiple clusterings
- data sets
- nearest neighbor
- feature space
- pattern recognition
- neural network