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Authors: Rein Kuusik ; Grete Lind and Leo Võhandu

Affiliation: Institute of Informatics, Tallinn Technical University, Estonia

Keyword(s): Frequent Patterns, Clique Extracting, Monotone Systems Theory

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Business Analytics ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Enterprise Information Systems ; Health Information Systems ; Sensor Networks ; Signal Processing ; Soft Computing

Abstract: One of the important tasks in solving data mining problems is finding frequent patterns in a given dataset. It allows to handle several tasks such as pattern mining, discovering association rules, clustering etc. There are several algorithms to solve this problem. In this paper we describe our task and results: a method for reordering a data matrix to give it a more informative form, problems of large datasets, (frequent) pattern finding task. Finally we show how to treat a data matrix as a graph, a pattern as a clique and pattern mining process as a clique extracting task. We present also a fast diclique extracting algorithm for pattern mining.

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Paper citation in several formats:
Kuusik, R.; Lind, G. and Võhandu, L. (2004). DATA MINING: PATTERN MINING AS A CLIQUE EXTRACTING TASK. In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS; ISBN 972-8865-00-7; ISSN 2184-4992, SciTePress, pages 519-522. DOI: 10.5220/0002622905190522

@conference{iceis04,
author={Rein Kuusik. and Grete Lind. and Leo Võhandu.},
title={DATA MINING: PATTERN MINING AS A CLIQUE EXTRACTING TASK},
booktitle={Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS},
year={2004},
pages={519-522},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002622905190522},
isbn={972-8865-00-7},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS
TI - DATA MINING: PATTERN MINING AS A CLIQUE EXTRACTING TASK
SN - 972-8865-00-7
IS - 2184-4992
AU - Kuusik, R.
AU - Lind, G.
AU - Võhandu, L.
PY - 2004
SP - 519
EP - 522
DO - 10.5220/0002622905190522
PB - SciTePress

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