Local Coherence Detection Biclustering algorithm for data analysis
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data analysis Algorithm gene gene clustering

Local Coherence Detection Description

The Local Coherence Detection (LCD) algorithm is a specialized biclustering procedure that handles numerical data matrices that may contain positive, negative and missing values. LCD extracts groups of entities, where members of each group display a highly coherent and statistically significant pattern of interactions with the same subset the remaining entities. Thanks to the fact that Local Coherence Detection is completely written in the Java programming language you'll be able to deploy it across a variety of platforms.

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