Row and Column Structure-Based Biclustering for Gene Expression Data

Subin Qian,Huiyi Liu,Xiaofeng Yuan,Wei Wei,Shuangshuang Chen,Hong Yan

IEEE/ACM Transactions on Computational Biology and Bioinformatics（2022）

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摘要

Due to the development of high-throughput technologies for gene analysis, the biclustering method has attracted much attention. However, existing methods have problems with high time and space complexity. This paper proposes a biclustering method, called Row and Column Structure-based Biclustering (RCSBC), with low time and space complexity to find checkerboard patterns within microarray data. Fir...

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关键词

Gene expression,Complexity theory,Clustering algorithms,Greedy algorithms,Clustering methods,Computational biology,Bioinformatics

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