Integer Programming Models and Algorithms for Molecular Classification of Cancer from Microarray Data.
Regina BerrettaAlexandre MendesPablo MoscatoPublished in: ACSC (2005)
Keyphrases
- integer programming
- microarray data
- gene selection
- gene expression profiles
- cancer classification
- microarray
- ovarian cancer
- colon cancer
- microarray data analysis
- relevant genes
- cancer diagnosis
- feature selection
- dna microarray
- machine learning methods
- gene expression microarray data
- gene expression
- gene expression data
- model selection
- microarray datasets
- high dimensional
- data sets
- informative genes
- gene expression data sets
- gene sets
- unsupervised learning
- biological data
- constraint programming
- drug discovery
- linear programming
- accurate classifiers
- data analysis
- gene expression analysis
- reinforcement learning
- high throughput
- decision trees
- learning algorithm
- machine learning