eBi --- the algorithm for exact biclustering

Authors:
Magdalena Stawarz;Marcin Michalak
Affiliations:
Silesian University of Technology, Gliwice, Poland;Silesian University of Technology, Gliwice, Poland
Venue:
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Year:
2012

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Abstract

This article presents an algorithm for finding exact and overlapping biclusters, all covered by the same discrete value. It can be very useful to analyse data where the key task is finding which objects (elements in rows) across subset of attributes (elements in columns) have the same value in case of discrete data or belong to this same discrete state in case of continuous data.