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HiBi - The algorithm of biclustering the discrete data

  • Silesian University of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Citations (Scopus)

Abstract

The article presents the new algorithm for hierarchical biclustering: HiBi. It is dedicated to the analysis of the discrete data. The algorithm uses the set of exact biclusters as the input. In this approach results of exact biclustering algorithm eBi are used as the input. As a result of combining biclusters into the more general one, HiBi gives the set of inexact biclusters. The algorithm is hierarchical so the final result can be chosen after the algorithm performance. All experiments were performed on artificial datasets.

Original languageEnglish
Title of host publicationArtificial Intelligence and Soft Computing - 13th International Conference, ICAISC 2014, Proceedings
PublisherSpringer Verlag
Pages760-771
Number of pages12
EditionPART 2
ISBN (Print)9783319071756
DOIs
Publication statusPublished - 2014
Event13th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2014 - Zakopane, Poland
Duration: 1 Jun 20145 Jun 2014

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 2
Volume8468 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference13th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2014
Country/TerritoryPoland
CityZakopane
Period1/06/145/06/14

Keywords

  • biclustering
  • binary data
  • discrete data
  • hierarchical clustering

ASJC Scopus subject areas

  • Theoretical Computer Science
  • General Computer Science

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