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PKDD
1998
Springer

Knowledge Discovery with Qualitative Influences and Synergies

13 years 7 months ago
Knowledge Discovery with Qualitative Influences and Synergies
We review some approaches to qualitative uncertainty and propose a new one based on the idea of Absolute Order of Magnitude. We show that our ideas can be useful for Knowledge Discovery by introducing a derivation of the Naive-Bayes classifier based on them: the Qualitative Bayes Classifier. This classification method keeps Naive-Bayes accuracy while gaining interpretability, so we think it can be useful for the Data Mining step of the Knowledge Discovery process.
Jesús Cerquides, Ramon López de M&aa
Added 06 Aug 2010
Updated 06 Aug 2010
Type Conference
Year 1998
Where PKDD
Authors Jesús Cerquides, Ramon López de Mántaras
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