Sergei O. Kuznetsov

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 53

Top Venues

Publications

Eric George Parakal, Egor Dudyrev, Sergei O. Kuznetsov, Amedeo Napoli
Document Classification via Stable Graph Patterns and Conceptual AMR Graphs. CONCEPTS (2024)
Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
Data complexity: An FCA-based approach. Int. J. Approx. Reason. 165 (2024)
Sergei O. Kuznetsov, Vasilii A. Gromov, Nikita S. Borodin, Andrei M. Divavin
Formal Concept Analysis for Evaluating Intrinsic Dimension of a Natural Language. PReMI (2023)
Egor Dudyrev, Sergei O. Kuznetsov, Amedeo Napoli
Constructing Decision Quivers. FCA4AI@IJCAI (2023)
Sergei O. Kuznetsov, Vasilii A. Gromov, Nikita S. Borodin, Andrei M. Divavin
Formal concept analysis for evaluating intrinsic dimension of a natural language. CoRR (2023)
Egor Dudyrev, Sergei O. Kuznetsov, Amedeo Napoli
Description Quivers for Compact Representation of Concept Lattices and Ensembles of Decision Trees. ICFCA (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)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets. Data Min. Knowl. Discov. 36 (1) (2022)
Egor Dudyrev, Sergei O. Kuznetsov
Towards Fast Finding Optimal Short Classifiers. FCA4AI@IJCAI (2022)
Tatiana Makhalova, Aleksey V. 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 (2022)
Eric George Parakal, Sergei O. Kuznetsov
Intrinsically Interpretable Document Classification via Concept Lattices. FCA4AI@IJCAI (2022)
Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
△-Closure Structure for Studying Data Distribution. ICDM (2022)
Abdulrahim Ghazal, Sergei O. Kuznetsov
Lazy Classification of Underground Forums Messages Using Pattern Structures. FCA4AI@IJCAI (2022)
Egor Dudyrev, Sergei O. Kuznetsov
Summation of Decision Trees. FCA4AI@IJCAI (2021)
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)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Likely-Occurring Itemsets for Pattern Mining. FCA4AI@IJCAI (2021)
Illya Semenkov, Sergei O. Kuznetsov
Ensemble Techniques for Lazy Classication Based on Pattern Structures. FCA4AI@IJCAI (2021)
Egor Dudyrev, Sergei O. Kuznetsov
Decision Concept Lattice vs. Decision Trees and Random Forests. CoRR (2021)
Egor Dudyrev, Sergei O. Kuznetsov
Decision Concept Lattice vs. Decision Trees and Random Forests. ICFCA (2021)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Discovery data topology with the closure structure. Theoretical and practical aspects. CoRR (2020)
Marianne Huchard, Sergei O. Kuznetsov
Preface to Special Issue on Concept Lattices and Their Applications 2016. Discret. Appl. Math. 273 (2020)
Christophe Demko, Karell Bertet, Cyril Faucher, Jean-François Viaud, Sergei O. Kuznetsov
NextPriorityConcept: A new and generic algorithm computing concepts from complex and heterogeneous data. Theor. Comput. Sci. 845 (2020)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Gradual Discovery with Closure Structure of a Concept Lattice. CLA (2020)
Aimene Belfodil, Sergei O. Kuznetsov, Mehdi Kaytoue
On pattern setups and pattern multistructures. Int. J. Gen. Syst. 49 (8) (2020)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Adaptive Multi-model Approaches to Pattern Set Mining. STAIRS@ECAI (2020)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets. CoRR (2020)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Closure Structure: a Deeper Insight. FCA4AI@ECAI (2020)
Sergei O. Kuznetsov
Ordered Sets for Data Analysis. CoRR (2019)
Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Numerical Pattern Mining Through Compression. DCC (2019)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
On Coupling FCA and MDL in Pattern Mining. ICFCA (2019)
Christophe Demko, Karell Bertet, Cyril Faucher, Jean-François Viaud, Sergei O. Kuznetsov
Next Priority Concept: A new and generic algorithm computing concepts from complex and heterogeneous data. CoRR (2019)
Aimene Belfodil, Sergei O. Kuznetsov, Mehdi Kaytoue
On Pattern Setups and Pattern Multistructures. CoRR (2019)
Elizaveta F. Goncharova, Sergei O. Kuznetsov
Increasing the Efficiency of Packet Classifiers with Closed Descriptions. FCA4AI@IJCAI (2019)
Sergei O. Kuznetsov, Tatiana P. Makhalova
On interestingness measures of formal concepts. Inf. Sci. (2018)
Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
A First Study on What MDL Can Do for FCA. CLA (2018)
Aimene Belfodil, Sergei O. Kuznetsov, Mehdi Kaytoue
Pattern Setups and Their Completions. CLA (2018)
Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
MDL for FCA: Is There a Place for Background Knowledge? FCA4AI@IJCAI (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)
Mikhail V. Goubko, Sergei O. Kuznetsov, Alexey A. Neznanov, Dmitry I. Ignatov
Bayesian Learning of Consumer Preferences for Residential Demand Response. CoRR (2017)
Tatiana P. Makhalova, Sergei O. Kuznetsov
On Overfitting of Classifiers Making a Lattice. ICFCA (2017)
Mikhail A. Babin, Sergei O. Kuznetsov
Dualization in lattices given by ordered sets of irreducibles. Theor. Comput. Sci. 658 (2017)
Sergei O. Kuznetsov, Nurtas Makhazhanov, Maxim Ushakov
On Neural Network Architecture Based on Concept Lattices. ISMIS (2017)
Aimene Belfodil, Sergei O. Kuznetsov, Céline Robardet, Mehdi Kaytoue
Mining Convex Polygon Patterns with Formal Concept Analysis. IJCAI (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)
Yury Kashnitsky, Sergei O. Kuznetsov
Global Optimization in Learning with Important Data: an FCA-Based Approach. CLA (2016)
Sergei O. Kuznetsov, Tatyana P. Makhalova
On interestingness measures of formal concepts. CoRR (2016)
Sergei O. Kuznetsov, Tatyana P. Makhalova
On Stability of Triadic Concepts. CLA (2016)
Natalia V. Korepanova, Sergei O. Kuznetsov
Pattern Structures for Treatment Optimization in Subgroups of Patients. CLA (2016)
Yury Kashnitsky, Sergei O. Kuznetsov
Interval Pattern Concept Lattice as a Classifier Ensemble. FCA4AI@ECAI (2016)
Alexey Masyutin, Sergei O. Kuznetsov
Continuous Target Variable Prediction with Augmented Interval Pattern Structures: A Lazy Algorithm. CLA (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)
Sergei O. Kuznetsov, Artem Revenko
Interactive error correction in implicative theories. Int. J. Approx. Reason. 63 (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)
Dmitry I. Ignatov, Dmitry V. Gnatyshak, Sergei O. Kuznetsov, Boris G. Mirkin
Triadic Formal Concept Analysis and triclustering: searching for optimal patterns. Mach. Learn. 101 (1-3) (2015)
Sergei O. Kuznetsov, Tatyana P. Makhalova
Concept Interestingness Measures: a Comparative Study. CLA (2015)
Alexey Masyutin, Yury Kashnitsky, Sergei O. Kuznetsov
Lazy Classication with Interval Pattern Structures: Application to Credit Scoring. FCA4AI@IJCAI (2015)
Boris A. Galitsky, Dmitry I. Ilvovsky, Sergei O. Kuznetsov
Text Classification into Abstract Classes Based on Discourse Structure. RANLP (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)
Mikhail A. Babin, Sergei O. Kuznetsov
Dualization in Lattices Given by Ordered Sets of Irreducibles. CoRR (2015)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
Revisiting Pattern Structure Projections. CoRR (2015)
Yury Kashnitsky, Sergei O. Kuznetsov
Lazy Associative Graph Classification. FCA4AI@IJCAI (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)
Boris A. Galitsky, Dmitry I. Ilvovsky, Sergei O. Kuznetsov
Rhetoric Map of an Answer to Compound Queries. ACL (2) (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)
Mehdi Kaytoue, Sergei O. Kuznetsov, Juraj Macko, Amedeo Napoli
Biclustering meets triadic concept analysis. Ann. Math. Artif. Intell. 70 (1-2) (2014)
Sergei O. Kuznetsov, Artem Revenko
Interactive Error Correction in Implicative Theories. CoRR (2014)
Jonas Poelmans, Dmitry I. Ignatov, Sergei O. Kuznetsov, Guido Dedene
Fuzzy and rough formal concept analysis: a survey. Int. J. Gen. Syst. 43 (2) (2014)
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)
Natalia Korepanova, Sergei O. Kuznetsov, Alexander I. Karachunskiy
Matchings and Decision Trees for Determining Optimal Therapy. AIST (2014)
Dmitry Gnatyshak, Dmitry I. Ignatov, Sergei O. Kuznetsov, Lhouari Nourine
A One-pass Triclustering Approach: Is There any Room for Big Data? CLA (2014)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
On Evaluating Interestingness Measures for Closed Itemsets. STAIRS (2014)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
Concept Stability as a Tool for Pattern Selection. FCA4AI@ECAI (2014)
Fedor Strok, Boris A. Galitsky, Dmitry I. Ilvovsky, Sergei O. Kuznetsov
Pattern Structure Projections for Learning Discourse Structures. AIMSA (2014)
Jonas Poelmans, Dmitry I. Ignatov, Sergei O. Kuznetsov, Guido Dedene
Formal concept analysis in knowledge processing: A survey on applications. Expert Syst. Appl. 40 (16) (2013)
Sergei O. Kuznetsov
Fitting Pattern Structures to Knowledge Discovery in Big Data. ICFCA (2013)
Sergei O. Kuznetsov, Dominik Slezak
Data mining and soft computing. Int. J. Gen. Syst. 42 (6) (2013)
Mikhail A. Babin, Sergei O. Kuznetsov
Computing premises of a minimal cover of functional dependencies is intractable. Discret. Appl. Math. 161 (6) (2013)
Dmitry Gnatyshak, Dmitry I. Ignatov, Sergei O. Kuznetsov
From Triadic FCA to Triclustering: Experimental Comparison of Some Triclustering Algorithms. CLA (2013)
Boris A. Galitsky, Dmitry I. Ilvovsky, Sergei O. Kuznetsov, Fedor Strok
Matching sets of parse trees for answering multi-sentence questions. RANLP (2013)
Sergei O. Kuznetsov, Jonas Poelmans
Knowledge representation and processing with formal concept analysis. WIREs Data Mining Knowl. Discov. 3 (3) (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)
Boris A. Galitsky, Sergei O. Kuznetsov, Daniel Usikov
Parse Thicket Representation for Multi-sentence Search. ICCS (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)
Boris A. Galitsky, Dmitry I. Ilvovsky, Sergei O. Kuznetsov, Fedor Strok
Finding Maximal Common Sub-parse Thickets for Multi-sentence Search. GKR (2013)
Boris A. Galitsky, Sergei O. Kuznetsov
A Web Mining Tool for Assistance with Creative Writing. ECIR (2013)
Jonas Poelmans, Sergei O. Kuznetsov, Dmitry I. Ignatov, Guido Dedene
Formal Concept Analysis in knowledge processing: A survey on models and techniques. Expert Syst. Appl. 40 (16) (2013)
Dmitry I. Ignatov, Sergei O. Kuznetsov, Jonas Poelmans, Leonid E. Zhukov
Can triconcepts become triclusters? Int. J. Gen. Syst. 42 (6) (2013)
Sergei O. Kuznetsov
Scalable Knowledge Discovery in Complex Data with Pattern Structures. PReMI (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)
Mikhail A. Babin, Sergei O. Kuznetsov
Approximating Concept Stability. ICFCA (2012)
Dmitry I. Ignatov, Sergei O. Kuznetsov, Jonas Poelmans
Concept-Based Biclustering for Internet Advertisement. ICDM Workshops (2012)
Artem Revenko, Sergei O. Kuznetsov, Bernhard Ganter
Finding Errors in New Object in Formal Contexts. FCA4AI@ECAI (2012)
Sergei O. Kuznetsov, Alexey A. Neznanov, Jonas Poelmans
A System for Knowledge Discovery in Big Dynamical Text Collections. FCA4AI@ECAI (2012)
Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli, Juraj Macko, Wagner Meira Jr.
Caractérisation et extraction de biclusters de valeurs similaires avec l'analyse de concepts triadiques. EGC (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sergei O. Kuznetsov