4.2 Article Proceedings Paper

Attribute-incremental construction of the canonical implication basis

Journal

ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE
Volume 49, Issue 1-4, Pages 77-99

Publisher

SPRINGER
DOI: 10.1007/s10472-007-9057-2

Keywords

galois lattice; formal concept analysis; implication; duquenne-guigues basis; incremental algorithm

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We propose a new algorithm constructing the canonical implication basis of a formal context. Being incremental, the algorithm processes a single attribute of the context at a single step. Experimental results bear witness to its competitiveness.

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