44 citations · 94 across the 18 of their papers we have counts for
3 papers · 2 filters
Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Pattern mining is well established in data mining research, especially for mining binary datasets. Surprisingly, there is much less work about numerical pattern mining and this res…
Discovery data topology with the closure structure. Theoretical and practical aspects
Tatiana Makhalova, Aleksey Buzmakov, Sergei O. Kuznetsov +1
In this paper, we are revisiting pattern mining and especially itemset mining, which allows one to analyze binary datasets in searching for interesting and meaningful association r…
Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary study
Pierre Monnin, Emmanuel Bresso, Miguel Couceiro +3
Features mined from knowledge graphs are widely used within multiple knowledge discovery tasks such as classification or fact-checking. Here, we consider a given set of vertices, c…