Integration of cluster ensemble and EM based text mining for microarray gene cluster identification and annotation.
Xiaohua HuXiaodan ZhangXiaohua ZhouPublished in: CIKM (2006)
Keyphrases
- cluster ensemble
- text mining
- text clustering
- k means
- clustering algorithm
- combining multiple
- constrained clustering
- microarray gene
- hierarchical clustering
- consensus clustering
- gene expression analysis
- data clustering
- statistical analysis and data mining
- clustering ensemble
- text documents
- gene expression
- text categorization
- text classification
- document clustering
- expectation maximization
- ensemble methods
- gene expression profiles
- topic models
- background knowledge
- text data
- natural language processing
- information retrieval
- active learning
- unsupervised learning
- data mining
- data fusion
- information extraction
- graph partitioning
- image segmentation
- feature selection
- clustering solutions
- data analysis
- machine learning
- knowledge discovery
- clustering quality
- textual data
- cluster analysis
- high throughput
- named entities
- self organizing maps
- clustering method