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Decision Concept Lattice vs. Decision Trees and Random Forests



Egor Dudyrev , Sergei O. Kuznetsov

* 8 pages, 2 figures. The final authenticated version is going to be published in Braud, A., Buzmakov, A., Hanika, T., Le Ber, F. (eds.) ICFCA 2021. LNCS (LNAI), vol. 12733, pp. 1-9. Springer, Heidelberg (2021). https://doi.org/10.1007/978-3-030-77867-5_16 

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Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets



Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli


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Discovery data topology with the closure structure. Theoretical and practical aspects



Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli

* 37 pages 

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Ordered Sets for Data Analysis



Sergei O. Kuznetsov


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On interestingness measures of formal concepts



Sergei O. Kuznetsov , Tatiana Makhalova

* 20 pages, 5 figures, 3 tables 

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Mining Best Closed Itemsets for Projection-antimonotonic Constraints in Polynomial Time



Aleksey Buzmakov , Sergei O. Kuznetsov , Amedeo Napoli


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Concept Stability for Constructing Taxonomies of Web-site Users



Sergei O. Kuznetsov , Dmitry I. Ignatov

* Sergei O. Kuznetsov, D.I. Ignatov, Concept Stability for Constructing Taxonomies of Web-site users, in Proc. Social Network Analysis and Conceptual Structures: Exploring Opportunities, S. Obiedkov, C. Roth (Eds.), Clermont-Ferrand (France), February 16, 2007 

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Fast Generation of Best Interval Patterns for Nonmonotonic Constraints



Aleksey Buzmakov , Sergei O. Kuznetsov , Amedeo Napoli

* 18 pages; 2 figures; 2 tables; 1 algorithm; PKDD 2015 Conference Scientific Track 

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Graphlet-based lazy associative graph classification



Yury Kashnitsky , Sergei O. Kuznetsov

* This paper has been withdrawn by the author due to the incomplete set of necessary definitions and experiments 

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On mining complex sequential data by means of FCA and pattern structures



Aleksey Buzmakov , Elias Egho , Nicolas Jay , Sergei O. Kuznetsov , Amedeo Napoli , Chedy Raïssi

* An accepted publication in International Journal of General Systems. The paper is created in the wake of the conference on Concept Lattice and their Applications (CLA'2013). 27 pages, 9 figures, 3 tables 

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