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Advances in Production Management Systems: Innovative and Knowledge-Based Production Management in a Global-Local World (Part I). IFIP WG 5.7 International Conference, APMS 2014 Ajaccio, France, September 20-24, 2014 |
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Conference papers
An Interactive Approach for the Post-processing in a KDD Process
Abstract : Association rule mining is a technique widely used in the field of data mining, which consists in discovering relationships and/or correlations between the attributes of a database. However, the method brings known problems among which the fact that a large number of association rules may be extracted, not all of them being relevant or interesting for the domain expert. In that context, we propose a practical, interactive and helpful guided approach to visualize, evaluate and compare the extracted rules following a step by step methodology, taking into account the interaction between the industrial domain expert and the data mining expert.
Cited literature [12 references]
https://hal.inria.fr/hal-01388213
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Submitted on : Wednesday, October 26, 2016 - 4:20:12 PM
Last modification on : Thursday, October 21, 2021 - 3:06:38 AM
Contributor : Hal Ifip Connect in order to contact the contributor
Submitted on : Wednesday, October 26, 2016 - 4:20:12 PM
Last modification on : Thursday, October 21, 2021 - 3:06:38 AM
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