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Cotofrei, Paul

Nom
Cotofrei, Paul
Affiliation principale
Fonction
Maître d'enseignement et de recherche
Email
paul.cotofrei@unine.ch
Identifiants
https://libra.unine.ch/handle/123456789/595
_
0000-0002-4103-5467

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  • Publication
    Métadonnées seulement
    Rule Extraction from Time Series Databases using Classification Trees
    (: Citeseer, 2002-2)
    Cotofrei, Paul 
    ;
    Stoffel, Kilian 
    Due to the wide availability of huge data collection comprising multiple sequences that evolve over time, the process of adapting the classical data-mining techniques, making them capable to work into this new context, becomes today a strong necessity. Having as a final goal the extraction of temporal rules from time series databases, we proposed in this article a methodology permitting the application of a classification tree on sequential raw data by the use of a flexible approach of the main terms as “classification class”, “training set”, “attribute set”, etc. We described also a first implementation of this methodology and presented some results on a synthetic time series database.