Data Mining Strategies for Classification of Microarray Data.
Andrea BosinNicoletta DessìBarbara PesPublished in: SEBD (2006)
Keyphrases
- microarray data
- building classification models
- data mining
- cluster analysis
- microarray data analysis
- feature selection
- microarray
- cancer classification
- dna microarray data
- microarray datasets
- gene selection
- gene expression profiles
- gene expression
- gene expression data
- dna microarray
- small number of samples
- gene expression microarray data
- data sets
- high dimensional
- classification accuracy
- pattern recognition
- ovarian cancer
- colon cancer
- support vector
- data preprocessing
- meta analysis
- support vector machine
- machine learning
- unsupervised learning
- biological data
- microarray classification
- microarray analysis
- informative genes
- biologically meaningful
- gene expression analysis
- feature extraction
- cancer diagnosis
- differentially expressed genes
- clustering analysis
- knowledge discovery
- high dimensionality
- data analysis
- gene clusters
- svm classifier
- gene networks
- association rules
- nearest neighbor
- text classification
- machine learning methods
- database