Assessment of Reliability of Microarray Data Using Fuzzy C-Means Classification.
Musa AlciMusa H. AsyaliPublished in: ICONIP (2004)
Keyphrases
- microarray data
- fuzzy c means
- cluster analysis
- microarray data analysis
- fuzzy clustering
- feature selection
- dna microarray data
- microarray datasets
- microarray
- gene expression profiles
- gene selection
- small number of samples
- cancer classification
- gene expression data
- clustering algorithm
- gene expression
- cluster validity
- fuzzy clustering algorithm
- pattern recognition
- feature vectors
- fcm algorithm
- support vector machine svm
- clustering method
- clustering analysis
- high dimensionality
- cancer diagnosis
- dna microarray
- image segmentation
- data sets
- ovarian cancer
- feature space
- k means
- support vector machine
- training samples
- training data
- gene sets
- membership functions
- unsupervised learning
- data mining
- supervised learning
- decision trees
- high dimensional