Simulated annealing based automatic fuzzy clustering combined with ANN classification for analyzing microarray data.
Ujjwal MaulikAnirban MukhopadhyayPublished in: Comput. Oper. Res. (2010)
Keyphrases
- fuzzy clustering
- microarray data
- cluster analysis
- clustering analysis
- microarray
- simulated annealing
- microarray data analysis
- cancer classification
- microarray datasets
- gene selection
- gene expression profiles
- feature selection
- fuzzy c means
- gene expression
- dna microarray data
- gene expression data
- dna microarray
- fuzzy clustering algorithm
- fuzzy c means algorithm
- small number of samples
- fuzzy clustering algorithms
- decision trees
- text classification
- pattern recognition
- membership functions
- ovarian cancer
- artificial neural networks
- support vector
- high dimensionality
- support vector machine svm
- machine learning
- microarray analysis
- genetic algorithm ga
- feature extraction
- clustering algorithm
- fuzzy clustering method
- high dimensional
- cluster centers
- supervised learning
- neural network
- unsupervised learning
- genetic algorithm
- data mining
- data sets
- cancer diagnosis
- feature space
- training set
- feature vectors
- support vector machine
- feature set
- clustering method