Aleksey Buzmakov

39 papers A* 3C 4Journal 12Unranked 20
YearRankTypeTitle / Venue / Authors
2024 J jnl
A scalable, distributed framework for significant subgroup discovery.
Knowl. Based Syst.
Jyoti, Sriram Kailasam, Aleksey Buzmakov
2024 J jnl
Data complexity: An FCA-based approach.
Int. J. Approx. Reason.
Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
2023 — conf
ParaDiS: a Parallel and Distributed framework for Significant pattern mining.
CCGridW
Jyoti, Sriram Kailasam, Aleksey Buzmakov
2022 J jnl
Delta-Closure Structure for Studying Data Distribution.
CoRR
Aleksey Buzmakov, Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
2022 — conf
Experimental Study of Concise Representations of Concepts and Dependencies.
CLA
Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
2022 J jnl
Experimental Study of Concise Representations of Concepts and Dependencies.
CoRR
Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
2022 J jnl
Introducing the closure structure and the GDPM algorithm for mining and understanding a tabular dataset.
Int. J. Approx. Reason.
Tatiana Makhalova, Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2022 A* conf
△-Closure Structure for Studying Data Distribution.
ICDM
Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
2021 — conf
Data Overview by Means of Delta-Classes of Equivalence. The Case of the Titanic Dataset.
FCA4AI@IJCAI
Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
2021 C ed.
Formal Concept Analysis - 16th International Conference, ICFCA 2021, Strasbourg, France, June 29 - July 2, 2021, Proceedings
ICFCA
Agnès Braud, Aleksey Buzmakov, Tom Hanika, Florence Le Ber
2020 — conf
Finding the TMS-Targeted Group of Fibers Reconstructed from Diffusion MRI Data.
DAMDID/RCDL (Selected Papers)
Sofya Kulikova, Aleksey Buzmakov
2020 — conf
Towards Stable Significant Subgroup Discovery.
CLA
Jyoti, Aleksey Buzmakov, Sriram Kailasam
2018 J jnl
Exploratory knowledge discovery over Web of Data.
Discret. Appl. Math.
Mehwish Alam, Aleksey Buzmakov, Amedeo Napoli
2017 A* conf
Efficient Mining of Subsample-Stable Graph Patterns.
ICDM
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2017 J jnl
Mining Best Closed Itemsets for Projection-antimonotonic Constraints in Polynomial Time.
CoRR
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2016 — conf
Building a Domain Knowledge Model Based on a Concept Lattice Integrating Expert Constraints.
CLA
My Thao Tang, Aleksey Buzmakov, Yannick Toussaint, Amedeo Napoli
2016 — conf
How Fuzzy FCA and Pattern Structures are Connected?
FCA4AI@ECAI
Aleksey Buzmakov, Amedeo Napoli
2016 — conf
On Scaling of Fuzzy FCA to Pattern Structures.
CLA
Aleksey Buzmakov, Amedeo Napoli
2016 J jnl
On mining complex sequential data by means of FCA and pattern structures.
Int. J. Gen. Syst.
Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi
2015 — conf
Bridging DBpedia Categories and DL-Concept Definitions Using Formal Concept Analysis.
FCA4AI@IJCAI
Mehwish Alam, Aleksey Buzmakov, Víctor Codocedo, Amedeo Napoli
2015 J jnl
Discovering Structural Alerts for Mutagenicity Using Stable Emerging Molecular Patterns.
J. Chem. Inf. Model.
Jean-Philippe Métivier, Alban Lepailleur, Aleksey Buzmakov, Guillaume Poezevara, Bruno Crémilleux, Sergei O. Kuznetsov, Jérémie Le Goff, Amedeo Napoli, Ronan Bureau, Bertrand Cuissart
2015 C conf
Exploring Pattern Structures of Syntactic Trees for Relation Extraction.
ICFCA
Artuur Leeuwenberg, Aleksey Buzmakov, Yannick Toussaint, Amedeo Napoli
2015 — conf
Fast Generation of Best Interval Patterns for Nonmonotonic Constraints.
ECML/PKDD (2)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2015 J jnl
Fast Generation of Best Interval Patterns for Nonmonotonic Constraints.
CoRR
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2015 A* conf
Mining Definitions from RDF Annotations Using Formal Concept Analysis.
IJCAI
Mehwish Alam, Aleksey Buzmakov, Víctor Codocedo, Amedeo Napoli
2015 J jnl
On mining complex sequential data by means of FCA and pattern structures.
CoRR
Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi
2015 — conf
Pattern Structures and Concept Lattices for Data Mining and Knowledge Processing.
ECML/PKDD (3)
Mehdi Kaytoue, Víctor Codocedo, Aleksey Buzmakov, Jaume Baixeries, Sergei O. Kuznetsov, Amedeo Napoli
2015 C conf
Revisiting Pattern Structure Projections.
ICFCA
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2015 J jnl
Revisiting Pattern Structure Projections.
CoRR
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2015 — conf
Revisiting Pattern Structures for Structured Attribute Sets.
CLA
Mehwish Alam, Aleksey Buzmakov, Amedeo Napoli, Alibek Sailanbayev
2015 — conf
SOFIA: How to Make FCA Polynomial?
FCA4AI@IJCAI
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2014 — conf
Concept Stability as a Tool for Pattern Selection.
FCA4AI@ECAI
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2014 — conf
Is Concept Stability a Measure for Pattern Selection?
ITQM
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2014 — conf
On Evaluating Interestingness Measures for Closed Itemsets.
STAIRS
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2014 C conf
Scalable Estimates of Concept Stability.
ICFCA
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2013 — conf
FCA and pattern structures for mining care trajectories.
FCA4AI@IJCAI
Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi
2013 — conf
On Projections of Sequential Pattern Structures (with an Application on Care Trajectories).
CLA
Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi
2012 — conf
A Hybrid Classification Approach based on FCA and Emerging Patterns - An application for the classification of biological inhibitors.
CLA
Yasmine Asses, Aleksey Buzmakov, Thomas Bourquard, Sergei O. Kuznetsov, Amedeo Napoli
2012 — conf
A New Approach to Classification by Means of Jumping Emerging Patterns.
FCA4AI@ECAI
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli