Biclustering Algorithms for Biological Data Analysis: A Survey
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...A variety of ad hoc methods for biclustering have been proposed; see (Madeira and Oliveira 2004) for a review....
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...Even if an object is quite far away from the cluster centroid, it is still forced into a cluster and, thus, distorts the cluster shapes....
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References
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"Biclustering Algorithms for Biologi..." refers background in this paper
...They always make a locally optimal choice in the hope that this choice will lead to a globally good solution [7]....
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...Other approaches use a divide-and-conquer approach: they break the problem into several subproblems that are similar to the original problem but smaller in size, solve the problems recursively, and then combine these solutions to create a solution to the original problem [7]....
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"Biclustering Algorithms for Biologi..." refers background in this paper
...Other authors [46], [10], [21], [9], [45], [44], [6], [8], [37], [32], [42], [11] analyzed one or more of eleven different expression matrices with Human gene expression levels [49], [22], [3], [30], [2], [25], [31], [33], [52], [4], [39] (see Table 3 for details)....
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9,493 citations
"Biclustering Algorithms for Biologi..." refers background in this paper
...Other authors [46], [10], [21], [9], [45], [44], [6], [8], [37], [32], [42], [11] analyzed one or more of eleven different expression matrices with Human gene expression levels [49], [22], [3], [30], [2], [25], [31], [33], [52], [4], [39] (see Table 3 for details)....
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5,176 citations
"Biclustering Algorithms for Biologi..." refers background in this paper
...Several authors [10], [34], [41], [44], [50], [48], [51], [35], [40] used biclustering to analyze one or several of six expression matrices collected from yeast [43], [12], [19], [28], [18], [29] (see Table 3 for details)....
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