Ensemble Possibilistic K-NN for Functional Clustering of Gene Expression Profiles in Human Cancers Challenge.
Aleksey FadeevOualid MissaouiHichem FriguiPublished in: ICMLA (2009)
Keyphrases
- gene expression profiles
- knn
- cluster ensemble
- k nearest neighbor
- gene expression
- microarray
- nearest neighbor
- gene expression data
- k nearest neighbour
- clustering analysis
- self organizing maps
- microarray data
- feature selection
- distance function
- cancer diagnosis
- gene selection
- cancer classification
- text categorization
- neural network
- support vector machine svm
- voting methods
- high throughput
- mixed data
- k nearest
- text classification
- support vector machine
- ensemble methods
- clustering method
- nearest neighbour
- k means
- clustering algorithm
- training data
- pairwise
- nearest neighbor algorithm
- active learning
- high dimensional data