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K-walks: clustering gene-expression data using a K-means clustering algorithm optimised by random walks.
Min Yao
Qinghua Wu
Juan Li
Ting-Hua Huang
Published in:
Int. J. Data Min. Bioinform. (2016)
Keyphrases
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random walk
clustering gene expression data
gene expression data
k means
clustering algorithm
markov chain
directed graph
transition probabilities
spectral methods
markov random walk
gene regulatory networks
stationary distribution
data sets
learning algorithm
feature extraction
gene expression