Cancer Classification using SVM-boosted Multiobjective Differential Fuzzy Clustering.
Indrajit SahaUjjwal MaulikSanghamitra BandyopadhyayDariusz PlewczynskiPublished in: STAIRS (2010)
Keyphrases
- fuzzy clustering
- cancer classification
- multi objective
- gene selection
- microarray
- microarray data
- feature selection
- support vector machine svm
- cancer diagnosis
- gene expression data
- evolutionary algorithm
- fuzzy c means
- gene expression profiles
- support vector
- clustering analysis
- fuzzy clustering algorithm
- random forest
- cluster analysis
- support vector machine
- genetic algorithm
- membership functions
- gene expression
- fuzzy clustering algorithms
- clustering algorithm
- feature ranking
- svm classifier
- pattern recognition
- objective function
- fold cross validation
- classification accuracy
- microarray datasets
- knn
- learning algorithm
- feature vectors
- high dimensional
- feature space
- cluster centers
- experimental conditions
- image segmentation
- data mining
- multi class