Aleksey Buzmakov

ORCID

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 30

Top Venues

University of Lorraine, Nancy, France (PHD)

Education History

University of Lorraine, Nancy, France

PHD

Publications

Jyoti, Sriram Kailasam, Aleksey Buzmakov
ParaDiS: a Parallel and Distributed framework for Significant pattern mining. CCGridW (2023)
Aleksey Buzmakov, Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Delta-Closure Structure for Studying Data Distribution. CoRR (2022)
Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
Experimental Study of Concise Representations of Concepts and Dependencies. CoRR (2022)
Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
Experimental Study of Concise Representations of Concepts and Dependencies. CLA (2022)
Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
△-Closure Structure for Studying Data Distribution. ICDM (2022)
Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
Data Overview by Means of Delta-Classes of Equivalence. The Case of the Titanic Dataset. FCA4AI@IJCAI (2021)
Aleksey Buzmakov
Towards Polynomial Subgroup Discovery by Means of FCA. FCA4AI@ECAI (2020)
Sofya Kulikova, Aleksey Buzmakov
Finding the TMS-Targeted Group of Fibers Reconstructed from Diffusion MRI Data. DAMDID/RCDL (Selected Papers) (2020)
Jyoti, Aleksey Buzmakov, Sriram Kailasam
Towards Stable Significant Subgroup Discovery. CLA (2020)
Aleksey Buzmakov, Daria Semenova, Maria Temirkaeva
The Comparison of Methods for Individual Treatment Effect Detection. CoRR (2019)
Aleksey Buzmakov
Machine learning for subgroup discovery under treatment effect. CoRR (2019)
Mehwish Alam, Aleksey Buzmakov, Amedeo Napoli
Exploratory knowledge discovery over Web of Data. Discret. Appl. Math. 249 (2018)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
Efficient Mining of Subsample-Stable Graph Patterns. ICDM (2017)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
Mining Best Closed Itemsets for Projection-antimonotonic Constraints in Polynomial Time. CoRR (2017)
Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi
On mining complex sequential data by means of FCA and pattern structures. Int. J. Gen. Syst. 45 (2) (2016)
Aleksey Buzmakov, Amedeo Napoli
On Scaling of Fuzzy FCA to Pattern Structures. CLA (2016)
My Thao Tang, Aleksey Buzmakov, Yannick Toussaint, Amedeo Napoli
Building a Domain Knowledge Model Based on a Concept Lattice Integrating Expert Constraints. CLA (2016)
Aleksey Buzmakov, Amedeo Napoli
How Fuzzy FCA and Pattern Structures are Connected? FCA4AI@ECAI (2016)
Jean-Philippe Métivier, Alban Lepailleur, Aleksey Buzmakov, Guillaume Poezevara, Bruno Crémilleux, Sergei O. Kuznetsov, Jérémie Le Goff, Amedeo Napoli, Ronan Bureau, Bertrand Cuissart
Discovering Structural Alerts for Mutagenicity Using Stable Emerging Molecular Patterns. J. Chem. Inf. Model. 55 (5) (2015)
Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi
On mining complex sequential data by means of FCA and pattern structures. CoRR (2015)
Mehwish Alam, Aleksey Buzmakov, Víctor Codocedo, Amedeo Napoli
Bridging DBpedia Categories and DL-Concept Definitions Using Formal Concept Analysis. FCA4AI@IJCAI (2015)
Mehdi Kaytoue, Víctor Codocedo, Aleksey Buzmakov, Jaume Baixeries, Sergei O. Kuznetsov, Amedeo Napoli
Pattern Structures and Concept Lattices for Data Mining and Knowledge Processing. ECML/PKDD (3) (2015)
Mehwish Alam, Aleksey Buzmakov, Víctor Codocedo, Amedeo Napoli
Mining Definitions from RDF Annotations Using Formal Concept Analysis. IJCAI (2015)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
Revisiting Pattern Structure Projections. CoRR (2015)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
Revisiting Pattern Structure Projections. ICFCA (2015)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
SOFIA: How to Make FCA Polynomial? FCA4AI@IJCAI (2015)
Artuur Leeuwenberg, Aleksey Buzmakov, Yannick Toussaint, Amedeo Napoli
Exploring Pattern Structures of Syntactic Trees for Relation Extraction. ICFCA (2015)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
Fast Generation of Best Interval Patterns for Nonmonotonic Constraints. CoRR (2015)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
Fast Generation of Best Interval Patterns for Nonmonotonic Constraints. ECML/PKDD (2) (2015)
Mehwish Alam, Aleksey Buzmakov, Amedeo Napoli, Alibek Sailanbayev
Revisiting Pattern Structures for Structured Attribute Sets. CLA (2015)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
Scalable Estimates of Concept Stability. ICFCA (2014)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
Is Concept Stability a Measure for Pattern Selection? ITQM (2014)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
On Evaluating Interestingness Measures for Closed Itemsets. STAIRS (2014)
Aleksey Buzmakov, Alexey Neznanov
Practical Computing with Pattern Structures in FCART Environment. FCA4AI@IJCAI (2013)
Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi
FCA and pattern structures for mining care trajectories. FCA4AI@IJCAI (2013)
Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi
On Projections of Sequential Pattern Structures (with an Application on Care Trajectories). CLA (2013)
Yasmine Asses, Aleksey Buzmakov, Thomas Bourquard, Sergei O. Kuznetsov, Amedeo Napoli
A Hybrid Classification Approach based on FCA and Emerging Patterns - An application for the classification of biological inhibitors. CLA (2012)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
A New Approach to Classification by Means of Jumping Emerging Patterns. FCA4AI@ECAI (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Aleksey Buzmakov