Concepts can't afford to stammer - Archive ouverte HAL
Communication Dans Un Congrès Année : 2003

Concepts can't afford to stammer

Résumé

Generating concepts defined by a binary relation between a set P of properties and a set O of objects is one of the important current problems encountered in Data Mining. We present a new algorithmic process which generates each concept exactly once, using graph-theoretic results. We present two associated algorithms, both with a good worst-time complexity analysis, which make them competitive with the best existing algorithms. This process has a time complexity of O(|P|.m) per maximal chain of the concept lattice, where m denotes the size of the complement of the relation, and uses a data structure which is of small polynomial size. Our algorithms can be used to compute the edges of the lattice as well as to generate only frequent sets.
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Dates et versions

hal-00522353 , version 1 (30-09-2010)

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  • HAL Id : hal-00522353 , version 1

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Anne Berry, Alain Sigayret. Concepts can't afford to stammer. International Conference 'Journées de l'Informatique Messine', Sep 2003, Metz, France. ⟨hal-00522353⟩
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