On mining micro-array data by Order-Preserving Submatrix
نویسندگان
چکیده
منابع مشابه
OMEGA: An Order-Preserving SubMatrix Mining, Indexing and Search Tool
Order-Preserving SubMatrix (OPSM) has been accepted as a significant tool in modelling biologically meaningful subspace cluster, to discover the general tendency of gene expressions across a subset of conditions. Existing OPSM processing tools focus on giving a or some batch mining techniques, and are time-consuming and do not consider to support OPSM queries. To address the problems, the paper...
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Order-Preserving SubMatrix (OPSM) has been proved to be important in modelling biologically meaningful subspace cluster, capturing the general tendency of gene expressions across a subset of conditions. Given an OPSM query based on row or column keywords, it is desirable to retrieve OPSMs quickly from a large gene expression dataset or OPSM data via indices. However, the time of OPSM mining fro...
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In this paper we consider the Order Preserving Submatrix (OPSM) problem. This problem is known to be NP -hard. Although in recent years some heuristic methods have been presented to find OPSMs, they lack the guarantee of optimality. We present exact solution approaches based on linear mixed 0–1 programming formulations, and develop algorithmic enhancements to aid in solvability. Encouraging com...
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ژورنال
عنوان ژورنال: International Journal of Bioinformatics Research and Applications
سال: 2007
ISSN: 1744-5485,1744-5493
DOI: 10.1504/ijbra.2007.011834