A. Buzmakov

Most-cited papers

On mining complex sequential data by means of FCA and pattern structures
A. Buzmakov, Elias Egho, Nicolas Jay, S. Kuznetsov +2 more
2015International Journal of General Systems46 citations Open access
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Scalable Estimates of Concept Stability
A. Buzmakov, S. Kuznetsov, A. Napoli
2014International Conference on Formal Concept Analysis43 citations Open access
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Pattern Structures and Concept Lattices for Data Mining and Knowledge Processing
Mehdi Kaytoue, Víctor Codocedo, A. Buzmakov, J. Baixeries +2 more
2015ECML/PKDD41 citations Open access
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Discovering Structural Alerts for Mutagenicity Using Stable Emerging Molecular Patterns
Jean-Philippe Métivier, Alban Lepailleur, A. Buzmakov, Guillaume Poezevara +6 more
2015Journal of Chemical Information and Modeling35 citations Open access
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Mining Definitions from RDF Annotations Using Formal Concept Analysis
Mehwish Alam, A. Buzmakov, Víctor Codocedo, A. Napoli
2015International Joint Conference on Artificial Intelligence35 citations
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Fast Generation of Best Interval Patterns for Nonmonotonic Constraints
A. Buzmakov, S. Kuznetsov, A. Napoli
2015ECML/PKDD30 citations Open access
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Is Concept Stability a Measure for Pattern Selection?
A. Buzmakov, S. Kuznetsov, A. Napoli
2014International Conference on Information Technology and Quantitative Management26 citations Open access
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On Projections of Sequential Pattern Structures (with an Application on Care Trajectories)
A. Buzmakov, Elias Egho, Nicolas Jay, S. Kuznetsov +2 more
2013International Conference on Concept Lattices and their Applications26 citations
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Revisiting Pattern Structure Projections
A. Buzmakov, S. Kuznetsov, A. Napoli
2015International Conference on Formal Concept Analysis20 citations Open access
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Exploring Pattern Structures of Syntactic Trees for Relation Extraction
A. Leeuwenberg, A. Buzmakov, Y. Toussaint, A. Napoli
2015International Conference on Formal Concept Analysis19 citations Open access
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Efficient Mining of Subsample-Stable Graph Patterns
A. Buzmakov, S. Kuznetsov, A. Napoli
2017Industrial Conference on Data Mining13 citations Open access
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Revisiting Pattern Structures for Structured Attribute Sets
Mehwish Alam, A. Buzmakov, A. Napoli, Alibek Sailanbayev
2015International Conference on Concept Lattices and their Applications13 citations
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Data complexity: An FCA-based approach
A. Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana P. Makhalova +1 more
2023International Journal of Approximate Reasoning11 citations Open access
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A Hybrid Classification Approach based on FCA and Emerging Patterns - An application for the classification of biological inhibitors
Yasmine Asses, A. Buzmakov, T. Bourquard, S. Kuznetsov +1 more
2012International Conference on Concept Lattices and their Applications11 citations
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Introducing the closure structure and the GDPM algorithm for mining and understanding a tabular dataset
Tatiana P. Makhalova, A. Buzmakov, S. Kuznetsov, A. Napoli
2022International Journal of Approximate Reasoning9 citations Open access
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FCA and pattern structures for mining care trajectories
A. Buzmakov, Elias Egho, Nicolas Jay, S. Kuznetsov +2 more
2013FCA4AI@IJCAI8 citations
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The representation of sequential patterns and their projections within Formal Concept Analysis
A. Buzmakov, Elias Egho, Nicolas Jay, S. Kuznetsov +2 more
20138 citations
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SOFIA: How to Make FCA Polynomial?
A. Buzmakov, S. Kuznetsov, A. Napoli
2015FCA4AI@IJCAI7 citations
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Exploratory knowledge discovery over Web of Data
Mehwish Alam, A. Buzmakov, A. Napoli
2018Discrete Applied Mathematics6 citations Open access
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Experimental Study of Concise Representations of Concepts and Dependencies
A. Buzmakov, Egor Dudyrev, S. Kuznetsov, Tatiana P. Makhalova +1 more
2022International Conference on Concept Lattices and their Applications5 citations Open access
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Concept Stability as a Tool for Pattern Selection
A. Buzmakov, S. Kuznetsov, A. Napoli
2014FCA4AI@ECAI5 citations
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The Comparison of Methods for Individual Treatment Effect Detection
A. Buzmakov, Дар'я Семенова, Maria Temirkaeva
2019arXiv.org4 citations
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On Evaluating Interestingness Measures for Closed Itemsets
A. Buzmakov, S. Kuznetsov, A. Napoli
2014Starting AI Researchers' Symposium4 citations Open access
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Practical Computing with Pattern Structures in FCART Environment
A. Buzmakov, A. Neznanov
2013FCA4AI@IJCAI4 citations
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A New Approach to Classification by Means of Jumping Emerging Patterns
A. Buzmakov, S. Kuznetsov, A. Napoli
2012FCA4AI@ECAI4 citations
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Eﬀicient Mining of Subsample-Stable Graph Patterns
A. Buzmakov, Sergei O. Kuznetsov, A. Napoli
4 citations
Semantic Scholar
How Fuzzy FCA and Pattern Structures are Connected?
A. Buzmakov, A. Napoli
2016FCA4AI@ECAI3 citations
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Formal Concept Analysis and Pattern Structures for mining Structured Data. (Analyse formelle de concepts et structures de patrons pour la fouille de données structurées)
A. Buzmakov
20153 citations Open access
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Bridging DBpedia Categories and DL-Concept Definitions Using Formal Concept Analysis
Mehwish Alam, A. Buzmakov, Víctor Codocedo, A. Napoli
2015FCA4AI@IJCAI3 citations
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A scalable, distributed framework for significant subgroup discovery
Jyoti, S. Kailasam, A. Buzmakov
2024Knowledge-Based Systems2 citations
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Towards Polynomial Subgroup Discovery by Means of FCA
A. Buzmakov
2020FCA4AI@ECAI2 citations
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Mining Best Closed Itemsets for Projection-antimonotonic Constraints in Polynomial Time
A. Buzmakov, S. Kuznetsov, A. Napoli
2017arXiv.org2 citations
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Building a Domain Knowledge Model Based on a Concept Lattice Integrating Expert Constraints
M. Tang, A. Buzmakov, Y. Toussaint, A. Napoli
2016International Conference on Concept Lattices and their Applications2 citations
Semantic Scholar
A Hybrid Classiﬁcation Approach based on FCA and Emerging Patterns - An application for the classiﬁcation of biological inhibitors
Yasmine Asses, A. Buzmakov, T. Bourquard, Sergei O. Kuznetsov +1 more
2 citations
Semantic Scholar
ParaDiS: a Parallel and Distributed framework for Significant pattern mining
Jyoti, S. Kailasam, A. Buzmakov
20232023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW)1 citations
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Machine learning for subgroup discovery under treatment effect
A. Buzmakov
2019arXiv.org1 citations
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On Scaling of Fuzzy FCA to Pattern Structures
A. Buzmakov, A. Napoli
2016International Conference on Concept Lattices and their Applications1 citations
Semantic Scholar
Analyse formelle de concepts et structures de patrons pour la fouille de données structurées
A. Buzmakov
20151 citations
Semantic Scholar
[Cystic duplication of the jejunum].
G. Stashuk, L. Gaganov, D. A. Pykhteev, A. Buzmakov
2015Journal of radiology and nuclear medicine1 citations
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On Calculation of Robustness and Stability of Formal Concepts Based on Delta Measure
V. Parkhomenko, S. Kulikova, A. Buzmakov
2026Lobachevskii Journal of Mathematics0 citations
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△-Closure Structure for Studying Data Distribution
A. Buzmakov, S. Kuznetsov, Tatiana P. Makhalova, A. Napoli
2022Industrial Conference on Data Mining0 citations Open access
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Data Overview by Means of Delta-Classes of Equivalence. The Case of the Titanic Dataset
A. Buzmakov, S. Kuznetsov, Tatiana P. Makhalova, A. Napoli
2021FCA4AI@IJCAI0 citations
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Towards Stable Significant Subgroup Discovery
Jyoti, A. Buzmakov, S. Kailasam
2020International Conference on Concept Lattices and their Applications0 citations
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IJCAI International Joint Conference on Artificial Intelligence
Mehwish Alam, A. Buzmakov, Víctor Codocedo, A. Napoli
20150 citations
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An approach to improving RDF Data with Formal Concept Analysis
Mehwish Alam, A. Buzmakov, Víctor Codocedo, A. Napoli
20150 citations
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Partnerships and Cooperations - International Initiatives
A. Napoli, B. Maigret, Adrien Coulet, Gabin Personeni +10 more
20150 citations
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Découverte automatique de motifs chimiques associés à un profil d'activité : application pour la recherche de structures d'alertes en mutagénicité
Jean-Philippe Métivier, A. Lepailleur, A. Buzmakov, Guillaume Poezevara +7 more
20150 citations
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Bilateral Contracts and Grants with Industry - The BioIntelligence Project
Mehwish Alam, A. Buzmakov, M. Chekol, Adrien Coulet +4 more
20140 citations
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Application Domains - Biology and Chemistry
Mehwish Alam, A. Buzmakov, Adrien Coulet, M. Devignes +10 more
20140 citations
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New Results - The Mining of Complex Data
Mehwish Alam, A. Buzmakov, M. Chekol, Víctor Codocedo +11 more
20140 citations
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