Integer Programming Models and Algorithms for Molecular Classification of Cancer from Microarray Data.

Regina Berretta Alexandre Mendes Pablo Moscato

Published 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