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Authors: Arthur Chambon 1 ; Frédéric Lardeux 1 ; Frédéric Saubion 1 and Tristan Boureau 2

Affiliations: 1 LERIA, Université d’Angers, Angers and France ; 2 UMR1345 IRHS, Université d’Angers, Angers and France

Keyword(s): Logical Analysis of Data, Pattern Generation, Logical Characterization of Data.

Related Ontology Subjects/Areas/Topics: Knowledge Acquisition and Representation ; Pattern Recognition ; Theory and Methods

Abstract: The analysis of groups of binary data can be achieved by logical based approaches. These approaches identify subsets of relevant Boolean variables to characterize observations and may help the user to better understand their properties. In logical analysis of data, given two groups of data, patterns of Boolean values are used to discriminate observations in these groups. In this work, our purpose is to highlight that different techniques may be used to compute these patterns. We present a new approach to compute prime patterns that do not provide redundant information. Experiments are conducted on real biological data.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Chambon, A.; Lardeux, F.; Saubion, F. and Boureau, T. (2019). Accelerated Algorithm for Computation of All Prime Patterns in Logical Analysis of Data. In Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods - ICPRAM; ISBN 978-989-758-351-3; ISSN 2184-4313, SciTePress, pages 210-220. DOI: 10.5220/0007389702100220

@conference{icpram19,
author={Arthur Chambon. and Frédéric Lardeux. and Frédéric Saubion. and Tristan Boureau.},
title={Accelerated Algorithm for Computation of All Prime Patterns in Logical Analysis of Data},
booktitle={Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods - ICPRAM},
year={2019},
pages={210-220},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007389702100220},
isbn={978-989-758-351-3},
issn={2184-4313},
}

TY - CONF

JO - Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods - ICPRAM
TI - Accelerated Algorithm for Computation of All Prime Patterns in Logical Analysis of Data
SN - 978-989-758-351-3
IS - 2184-4313
AU - Chambon, A.
AU - Lardeux, F.
AU - Saubion, F.
AU - Boureau, T.
PY - 2019
SP - 210
EP - 220
DO - 10.5220/0007389702100220
PB - SciTePress