10 citations · 20 across the 7 of their papers we have counts for
Showing cs.DBShow all
2 papers · 1 filter
cs.DB2020
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…
cs.DB2020
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…