Coron : Plate-forme d'extraction de connaissances dans les bases de donn\'ees
Baptiste Ducatel (INRIA Lorraine - LORIA), Mehdi Kaytoue (INRIA, Lorraine - LORIA), Florent Marcuola (INRIA Lorraine - LORIA), Amedeo Napoli, (INRIA Lorraine - LORIA), Laszlo Szathmary (INRIA Lorraine - LORIA)

TL;DR
Coron is a versatile data mining platform focused on itemset extraction and association rule generation, offering comprehensive tools for data preparation, filtering, and interpretation, filling a gap in existing toolkits.
Contribution
It introduces a unique, domain-independent toolkit specifically designed for itemset extraction and association rule generation, with integrated auxiliary operations.
Findings
Supports multiple data mining algorithms
Provides data preparation and filtering tools
Facilitates interpretation of extracted knowledge
Abstract
Coron is a domain and platform independent, multi-purposed data mining toolkit, which incorporates not only a rich collection of data mining algorithms, but also allows a number of auxiliary operations. To the best of our knowledge, a data mining toolkit designed specifically for itemset extraction and association rule generation like Coron does not exist elsewhere. Coron also provides support for preparing and filtering data, and for interpreting the extracted units of knowledge.
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Taxonomy
TopicsData Mining Algorithms and Applications · Rough Sets and Fuzzy Logic · Semantic Web and Ontologies
