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1 ORPAILLEUR - Knowledge representation, reasonning Inria Nancy - Grand Est, LORIA - NLPKD - Department of Natural Language Processing & Knowledge Discovery 2 Department of Applied Mathematics - State University Higher School of Economics

Abstract : Data mining aims at finding interesting patterns from datasets, where ``interesting- means reflecting intrinsic dependencies in the domain of interest rather than just in the dataset. Concept stability is a popular relevancy measure in FCA. Experimental results of this paper show that high stability of a concept for a context derived from the general population suggests that concepts with the same intent in other samples drawn from the population have also high stability. A new estimate of stability is introduced and studied. It is experimentally shown that the introduced estimate gives a better approximation than the Monte Carlo approach introduced earlier.

Keywords : experiment formal concept analysis stability pattern selection





Author: Aleksey Buzmakov - Sergei O. Kuznetsov - Amedeo Napoli -

Source: https://hal.archives-ouvertes.fr/



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