Mutual Information-Based Supervised Attribute Clustering for Microarray Sample Classification.
Pradipta MajiPublished in: IEEE Trans. Knowl. Data Eng. (2012)
Keyphrases
- microarray
- microarray data analysis
- gene expression profiles
- high dimensionality
- gene expression analysis
- clustering analysis
- acute leukemia
- gene expression
- cancer classification
- gene expression data
- unsupervised learning
- high throughput
- colon cancer
- microarray data
- microarray datasets
- dna microarray
- gene networks
- cancer diagnosis
- microarray analysis
- feature selection
- gene selection
- gene expression datasets
- gene expression microarray data
- experimental conditions
- clustering method
- mutual information
- supervised learning
- gene expression data sets
- molecular biology
- gene ontology
- microarray expression data
- tissue samples
- gene expression profiling
- feature vectors
- machine learning
- yeast cell cycle
- ovarian cancer
- gene expression data analysis
- model selection
- image registration
- regulatory networks
- classification accuracy
- decision trees
- support vector
- semi supervised
- k means
- data points
- data sets
- clustering algorithm
- feature space
- high dimensional
- differentially expressed genes
- dimensionality reduction
- self organizing maps
- machine learning methods
- hierarchical clustering
- biological data