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Aleksey Buzmakov 0002

Alexey Buzmakov 0002

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affiliation: National Research University, Higher School of Economics, Russia

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Journal Articles

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2024
[j6]
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Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli:
Data complexity: An FCA-based approach. Int. J. Approx. Reason. 165: 109084 (2024)
[j5]
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Jyoti, Sriram Kailasam, Aleksey Buzmakov:
A scalable, distributed framework for significant subgroup discovery. Knowl. Based Syst. 284: 111335 (2024)
2022
[j4]
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Tatiana Makhalova, Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli:
Introducing the closure structure and the GDPM algorithm for mining and understanding a tabular dataset. Int. J. Approx. Reason. 145: 75-90 (2022)
2018
[j3]
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Mehwish Alam, Aleksey Buzmakov, Amedeo Napoli:
Exploratory knowledge discovery over Web of Data. Discret. Appl. Math. 249: 2-17 (2018)
2016
[j2]
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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): 135-159 (2016)
2015
[j1]
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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): 925-940 (2015)

Conference and Workshop Papers

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2023
[c26]
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Jyoti, Sriram Kailasam, Aleksey Buzmakov:
ParaDiS: a Parallel and Distributed framework for Significant pattern mining. CCGridW 2023: 249-255
2022
[c25]
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Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli:
Experimental Study of Concise Representations of Concepts and Dependencies. CLA 2022: 117-132
[c24]
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Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli:
△-Closure Structure for Studying Data Distribution. ICDM 2022: 867-872
2021
[c23]
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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: 19-26
2020
[c22]
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Jyoti, Aleksey Buzmakov, Sriram Kailasam:
Towards Stable Significant Subgroup Discovery. CLA 2020: 287-292
[c21]
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Sofya Kulikova, Aleksey Buzmakov:
Finding the TMS-Targeted Group of Fibers Reconstructed from Diffusion MRI Data. DAMDID/RCDL (Selected Papers) 2020: 110-121
2017
[c20]
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Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli:
Efficient Mining of Subsample-Stable Graph Patterns. ICDM 2017: 757-762
2016
[c19]
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Aleksey Buzmakov, Amedeo Napoli:
On Scaling of Fuzzy FCA to Pattern Structures. CLA 2016: 85-96
[c18]
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My Thao Tang, Aleksey Buzmakov, Yannick Toussaint, Amedeo Napoli:
Building a Domain Knowledge Model Based on a Concept Lattice Integrating Expert Constraints. CLA 2016: 349-362
[c17]
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Aleksey Buzmakov, Amedeo Napoli:
How Fuzzy FCA and Pattern Structures are Connected? FCA4AI@ECAI 2016: 89-96
2015
[c16]
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Mehwish Alam, Aleksey Buzmakov, Amedeo Napoli, Alibek Sailanbayev:
Revisiting Pattern Structures for Structured Attribute Sets. CLA 2015: 241-252
[c15]
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Artuur Leeuwenberg, Aleksey Buzmakov, Yannick Toussaint, Amedeo Napoli:
Exploring Pattern Structures of Syntactic Trees for Relation Extraction. ICFCA 2015: 153-168
[c14]
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Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli:
Revisiting Pattern Structure Projections. ICFCA 2015: 200-215
[c13]
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Mehwish Alam, Aleksey Buzmakov, Víctor Codocedo, Amedeo Napoli:
Bridging DBpedia Categories and DL-Concept Definitions Using Formal Concept Analysis. FCA4AI@IJCAI 2015: 9-16
[c12]
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Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli:
SOFIA: How to Make FCA Polynomial? FCA4AI@IJCAI 2015: 27-35
[c11]
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Mehwish Alam, Aleksey Buzmakov, Víctor Codocedo, Amedeo Napoli:
Mining Definitions from RDF Annotations Using Formal Concept Analysis. IJCAI 2015: 823-829
[c10]
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Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli:
Fast Generation of Best Interval Patterns for Nonmonotonic Constraints. ECML/PKDD (2) 2015: 157-172
[c9]
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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: 227-231
2014
[c8]
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Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli:
Concept Stability as a Tool for Pattern Selection. FCA4AI@ECAI 2014: 51-58
[c7]
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Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli:
Scalable Estimates of Concept Stability. ICFCA 2014: 157-172
[c6]
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Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli:
Is Concept Stability a Measure for Pattern Selection? ITQM 2014: 918-927
[c5]
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Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli:
On Evaluating Interestingness Measures for Closed Itemsets. STAIRS 2014: 71-80
2013
[c4]
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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: 199-208
[c3]
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Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi:
FCA and pattern structures for mining care trajectories. FCA4AI@IJCAI 2013: 7-14
2012
[c2]
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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: 211-222
[c1]
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Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli:
A New Approach to Classification by Means of Jumping Emerging Patterns. FCA4AI@ECAI 2012: 15-22

Editorship

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2021
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Wil M. P. van der Aalst, Vladimir Batagelj, Alexey Buzmakov, Dmitry I. Ignatov, Anna A. Kalenkova, Michael Yu. Khachay, Olessia Koltsova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Ilya Makarov, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina:
Recent Trends in Analysis of Images, Social Networks and Texts - 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15-16, 2020 Revised Supplementary Proceedings. Communications in Computer and Information Science 1357, Springer 2021, ISBN 978-3-030-71213-6 [contents]
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Agnès Braud, Aleksey Buzmakov, Tom Hanika, Florence Le Ber:
Formal Concept Analysis - 16th International Conference, ICFCA 2021, Strasbourg, France, June 29 - July 2, 2021, Proceedings. Lecture Notes in Computer Science 12733, Springer 2021, ISBN 978-3-030-77866-8 [contents]

Informal and Other Publications

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2022
[i6]
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  - journals/corr/abs-2205-02464
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Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli:
Experimental Study of Concise Representations of Concepts and Dependencies. CoRR abs/2205.02464 (2022)
[i5]
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  - journals/corr/abs-2210-06926
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Aleksey Buzmakov, Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli:
Delta-Closure Structure for Studying Data Distribution. CoRR abs/2210.06926 (2022)
2017
[i4]
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Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli:
Mining Best Closed Itemsets for Projection-antimonotonic Constraints in Polynomial Time. CoRR abs/1703.09513 (2017)
2015
[i3]
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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 abs/1504.02255 (2015)
[i2]
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Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli:
Fast Generation of Best Interval Patterns for Nonmonotonic Constraints. CoRR abs/1506.01071 (2015)
[i1]
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Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli:
Revisiting Pattern Structure Projections. CoRR abs/1506.05018 (2015)

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