Search Results for author: Sergey Paramonov

Found 3 papers, 1 papers with code

Hybrid ASP-based Approach to Pattern Mining

no code implementations22 Aug 2018 Sergey Paramonov, Daria Stepanova, Pauli Miettinen

We present a hybrid approach for itemset, sequence and graph mining which exploits dedicated highly optimized mining systems to detect frequent patterns and then filters the results using declarative ASP.

Graph Mining

Sketched Answer Set Programming

1 code implementation21 May 2017 Sergey Paramonov, Christian Bessiere, Anton Dries, Luc De Raedt

Answer Set Programming (ASP) is a powerful modeling formalism for combinatorial problems.

Knowledge Representation Analysis of Graph Mining

no code implementations31 Aug 2016 Matthias van der Hallen, Sergey Paramonov, Michael Leuschel, Gerda Janssens

For IDP and ASP, which have no native support for higher order logic, we propose the use of encoding techniques such as the disjoint union technique and the saturation technique.

Graph Mining

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