27 citations · 111 across the 18 of their papers we have counts for
3 papers · 1 filter
Experimental Study of Concise Representations of Concepts and Dependencies
Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov +2
In this paper we are interested in studying concise representations of concepts and dependencies, i.e., implications and association rules. Such representations are based on equiva…
On Pattern Setups and Pattern Multistructures
Aimene Belfodil, Sergei Kuznetsov, Mehdi Kaytoue
Modern order and lattice theory provides convenient mathematical tools for pattern mining, in particular for condensed irredundant representations of pattern spaces and their effic…
Revisiting Pattern Structure Projections
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
Formal concept analysis (FCA) is a well-founded method for data analysis and has many applications in data mining. Pattern structures is an extension of FCA for dealing with comple…