Mining Views : database views for data mining

H. Blockeel, T. Calders, É. Fromont, B. Goethals, A. Prado

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

    10 Citations (Scopus)

    Abstract

    We present a system towards the integration of data mining into relational databases. To this end, a relational database model is proposed, based on the so called virtual mining views. We show that several types of patterns and models over the data, such as itemsets, association rules and decision trees, can be represented and queried using a unifying framework.
    Original languageEnglish
    Title of host publicationProceedings 24th IEEE International Conference on Data Engineering (ICDE'08, Cancún, Mexico, April 7-12, 2008)
    PublisherInstitute of Electrical and Electronics Engineers
    Pages1608-1611
    ISBN (Print)978-1-4244-1836-7
    DOIs
    Publication statusPublished - 2008

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