Application of Simulated Annealing to the Biclustering of Gene Expression Data.

Application of Simulated Annealing to the Biclustering of Gene Expression Data.

In a gene expression data matrix, a bicluster is a submatrix of genes and conditions that exhibits a high correlation of expression activity across both rows and columns. The problem of locating the most significant bicluster has been shown to be NP-complete. Heuristic approaches such as Cheng and C...

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书目详细资料
发表在:IEEE Transactions on information technology in biomedicine 10, 3 (2006).
主要作者: Bryan, K.
格式: 文件
语言:English
主题:
Biclustering.
Data mining.
Evolutionary algorithm.
Gene expression data matrix.
Greedy node deletion algorithm.
Heuristic approach.
Simulated annealing.
Stochastic search technique.