Differential Friendly Neighbors Algorithm for Differential Relationships Based Gene Selection and Classification using Microarray Data.
Karuturi R. Krishna MurthySilvia WongWing-Kin SungLance D. MillerPublished in: DMIN (2006)
Keyphrases
- microarray data
- gene selection
- microarray
- cancer classification
- microarray data analysis
- support vector machine svm
- dna microarray data
- gene expression
- feature selection
- cancer diagnosis
- ovarian cancer
- learning algorithm
- gene expression data
- data sets
- gene expression profiles
- microarray datasets
- k means
- relevant genes
- feature extraction
- colon cancer
- dna microarray
- small sample size
- microarray classification
- cluster analysis
- expectation maximization
- input data
- similarity measure
- machine learning
- clustering analysis
- high dimensionality
- microarray technology
- supervised learning
- microarray analysis
- high dimensional
- small number of samples
- decision trees