Classification of Gene Expression Profiles: Comparison of K-means and Expectation Maximization Algorithms.
Cristina Rubio-EscuderoFrancisco Martínez-ÁlvarezRocío Romero-ZálizIgor ZwirPublished in: HIS (2008)
Keyphrases
- gene expression profiles
- expectation maximization
- em algorithm
- pattern recognition
- k means
- machine learning algorithms
- feature extraction
- learning algorithm
- microarray
- decision trees
- classification accuracy
- feature vectors
- data clustering
- clustering analysis
- cancer classification
- machine learning methods
- tumor classification
- clustering method
- unsupervised learning
- maximum likelihood
- feature set
- support vector
- feature selection