Sergei O. Kuznetsov

211 papers A* 6A 3B 3C 18Misc 26Journal 64Unranked 64
YearRankTypeTitle / Venue / Authors
2025 — conf
Atomic Patterns for Efficient Computation with Pattern Structures.
CONCEPTS
Egor Dudyrev, Miguel Couceiro, Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli
2025 J jnl
Binary relations-preserving incremental pseudo-equiconcept reduction for symmetric formal context.
Expert Syst. Appl.
Huilin Fan, Fei Hao, Linkai Zhang, Jin Li, Longjiang Guo, Weihua Xu, Sergei O. Kuznetsov, Vincenzo Loia
2025 J jnl
Explainable Document Classification via Concept Whitening and Stable Graph Patterns.
IEEE Access
Eric George Parakal, Sergei O. Kuznetsov, Ilya Makarov, Nikita Severin
2025 J jnl
Recovery degree constrained equiconcept/pseudo-equiconcept reduction in symmetric formal contexts.
Int. J. Approx. Reason.
Junyu Bu, Fei Hao, Huilin Fan, Ling Wei, Shuanggen Liu, Sergei O. Kuznetsov
2025 J jnl
Traffic Prediction Based on Formal Concept-Enhanced Federated Graph Learning.
IEEE Trans. Intell. Transp. Syst.
Kai Wu, Fei Hao, Ruoxia Yao, Jinhai Li, Geyong Min, Sergei O. Kuznetsov
2024 — conf
Clustering with Axialities.
FCA4AI@ECAI
Sergei O. Kuznetsov
2024 — conf
Clustering with Stable Pattern Concepts.
FCA4AI@ECAI
Egor Dudyrev, Mariia Zueva, Sergei O. Kuznetsov, Amedeo Napoli
2024 J jnl
Data complexity: An FCA-based approach.
Int. J. Approx. Reason.
Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
2024 — conf
Document Classification via Stable Graph Patterns and Conceptual AMR Graphs.
CONCEPTS
Eric George Parakal, Egor Dudyrev, Sergei O. Kuznetsov, Amedeo Napoli
2024 J jnl
Fairness-Aware Maximal Cliques Identification in Attributed Social Networks With Concept-Cognitive Learning.
IEEE Trans. Comput. Soc. Syst.
Min Tao, Fei Hao, Ling Wei, Huilai Zhi, Sergei O. Kuznetsov, Geyong Min
2024 — conf
Training Neural Networks Based on Formal Concepts.
FCA4AI@ECAI
Sergei O. Kuznetsov, Mariia Zueva
2023 — conf
Constructing Decision Quivers.
FCA4AI@IJCAI
Egor Dudyrev, Sergei O. Kuznetsov, Amedeo Napoli
2023 C conf
Description Quivers for Compact Representation of Concept Lattices and Ensembles of Decision Trees.
ICFCA
Egor Dudyrev, Sergei O. Kuznetsov, Amedeo Napoli
2023 — conf
Formal Concept Analysis for Evaluating Intrinsic Dimension of a Natural Language.
PReMI
Sergei O. Kuznetsov, Vasilii A. Gromov, Nikita S. Borodin, Andrei M. Divavin
2023 J jnl
Formal concept analysis for evaluating intrinsic dimension of a natural language.
CoRR
Sergei O. Kuznetsov, Vasilii A. Gromov, Nikita S. Borodin, Andrei M. Divavin
2023 — ed.
Proceedings of the 11th International Workshop "What can FCA do for Artificial Intelligence?" co-located with the 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao, S.A.R. China; August 20, 2023.
FCA4AI@IJCAI
Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph
2022 Misc ed.
Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16-18, 2021, Revised Selected Papers
AIST
Evgeny Burnaev, Dmitry I. Ignatov, Sergei Ivanov, Michael Yu. Khachay, Olessia Koltsova, Andrei Kutuzov, Sergei O. Kuznetsov, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Jari Saramäki, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina
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 — conf
Intrinsically Interpretable Document Classification via Concept Lattices.
FCA4AI@IJCAI
Eric George Parakal, Sergei O. Kuznetsov
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 — conf
Lazy Classification of Underground Forums Messages Using Pattern Structures.
FCA4AI@IJCAI
Abdulrahim Ghazal, Sergei O. Kuznetsov
2022 J jnl
Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets.
Data Min. Knowl. Discov.
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
2022 — ed.
Proceedings of the 10th International Workshop "What can FCA do for Artificial Intelligence?" co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022), Vienna, Austria, July 23, 2022.
FCA4AI@IJCAI
Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph
2022 — ed.
Recent Trends in Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16-18, 2021, Revised Supplementary Proceedings
AIST (Supplement)
Evgeny Burnaev, Dmitry I. Ignatov, Sergei Ivanov, Michael Yu. Khachay, Olessia Koltsova, Andrei Kutuzov, Sergei O. Kuznetsov, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Jari Saramäki, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina
2022 — conf
Towards Fast Finding Optimal Short Classifiers.
FCA4AI@IJCAI
Egor Dudyrev, Sergei O. Kuznetsov
2022 A* conf
△-Closure Structure for Studying Data Distribution.
ICDM
Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
2021 Misc ed.
Analysis of Images, Social Networks and Texts - 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15-16, 2020, Revised Selected Papers
AIST
Wil M. P. van der Aalst, Vladimir Batagelj, Dmitry I. Ignatov, Michael Yu. Khachay, Olessia Koltsova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina
2021 — ed.
Artificial Intelligence - 19th Russian Conference, RCAI 2021, Taganrog, Russia, October 11-16, 2021, Proceedings
RCAI
Sergei M. Kovalev, Sergei O. Kuznetsov, Aleksandr I. Panov
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 conf
Decision Concept Lattice vs. Decision Trees and Random Forests.
ICFCA
Egor Dudyrev, Sergei O. Kuznetsov
2021 J jnl
Decision Concept Lattice vs. Decision Trees and Random Forests.
CoRR
Egor Dudyrev, Sergei O. Kuznetsov
2021 — conf
Ensemble Techniques for Lazy Classication Based on Pattern Structures.
FCA4AI@IJCAI
Illya Semenkov, Sergei O. Kuznetsov
2021 — conf
Likely-Occurring Itemsets for Pattern Mining.
FCA4AI@IJCAI
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
2021 — ed.
Proceedings of the 9th International Workshop "What can FCA do for Artificial Intelligence?" co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), Montréal, Québec, Canada, August 21, 2021.
FCA4AI@IJCAI
Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph
2021 — ed.
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
AIST (Supplement)
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
2021 — conf
Summation of Decision Trees.
FCA4AI@IJCAI
Egor Dudyrev, Sergei O. Kuznetsov
2020 — conf
Adaptive Multi-model Approaches to Pattern Set Mining.
STAIRS@ECAI
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
2020 — ed.
Analysis of Images, Social Networks and Texts - 8th International Conference, AIST 2019, Kazan, Russia, July 17-19, 2019, Revised Selected Papers
AIST (Supplement)
Wil M. P. van der Aalst, Vladimir Batagelj, Dmitry I. Ignatov, Michael Yu. Khachay, Valentina V. Kuskova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina
2020 — ed.
Artificial Intelligence - 18th Russian Conference, RCAI 2020, Moscow, Russia, October 10-16, 2020, Proceedings
RCAI
Sergei O. Kuznetsov, Aleksandr I. Panov, Konstantin S. Yakovlev
2020 — conf
Closure Structure: a Deeper Insight.
FCA4AI@ECAI
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
2020 J jnl
Discovery data topology with the closure structure. Theoretical and practical aspects.
CoRR
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
2020 — ch.
Formal Concept Analysis: From Knowledge Discovery to Knowledge Processing.
A Guided Tour of Artificial Intelligence Research (2) (II)
Sébastien Ferré, Marianne Huchard, Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli
2020 — conf
Gradual Discovery with Closure Structure of a Concept Lattice.
CLA
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
2020 J jnl
Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets.
CoRR
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
2020 J jnl
NextPriorityConcept: A new and generic algorithm computing concepts from complex and heterogeneous data.
Theor. Comput. Sci.
Christophe Demko, Karell Bertet, Cyril Faucher, Jean-François Viaud, Sergei O. Kuznetsov
2020 J jnl
On pattern setups and pattern multistructures.
Int. J. Gen. Syst.
Aimene Belfodil, Sergei O. Kuznetsov, Mehdi Kaytoue
2020 J jnl
Preface to Special Issue on Concept Lattices and Their Applications 2016.
Discret. Appl. Math.
Marianne Huchard, Sergei O. Kuznetsov
2020 — ed.
Proceedings of the 7th International Workshop "What can FCA do for Artificial Intelligence"? co-located with International Joint Conference on Artificial Intelligence, FCA4AI@IJCAI 2019, Macao, China, August 10, 2019.
FCA4AI@IJCAI
Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph
2020 — ed.
Proceedings of the 8th International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI 2020) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain, August 29, 2020.
FCA4AI@ECAI
Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph
2019 Misc ed.
Analysis of Images, Social Networks and Texts - 8th International Conference, AIST 2019, Kazan, Russia, July 17-19, 2019, Revised Selected Papers
AIST
Wil M. P. van der Aalst, Vladimir Batagelj, Dmitry I. Ignatov, Michael Yu. Khachay, Valentina V. Kuskova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina
2019 — conf
Increasing the Efficiency of Packet Classifiers with Closed Descriptions.
FCA4AI@IJCAI
Elizaveta F. Goncharova, Sergei O. Kuznetsov
2019 J jnl
Next Priority Concept: A new and generic algorithm computing concepts from complex and heterogeneous data.
CoRR
Christophe Demko, Karell Bertet, Cyril Faucher, Jean-François Viaud, Sergei O. Kuznetsov
2019 B conf
Numerical Pattern Mining Through Compression.
DCC
Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
2019 C conf
On Coupling FCA and MDL in Pattern Mining.
ICFCA
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
2019 J jnl
On Pattern Setups and Pattern Multistructures.
CoRR
Aimene Belfodil, Sergei O. Kuznetsov, Mehdi Kaytoue
2019 J jnl
Ordered Sets for Data Analysis.
CoRR
Sergei O. Kuznetsov
2018 — conf
A First Study on What MDL Can Do for FCA.
CLA
Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
2018 Misc ed.
Analysis of Images, Social Networks and Texts - 6th International Conference, AIST 2017, Moscow, Russia, July 27-29, 2017, Revised Selected Papers
AIST
Wil M. P. van der Aalst, Dmitry I. Ignatov, Michael Yu. Khachay, Sergei O. Kuznetsov, Victor S. Lempitsky, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Andrey V. Savchenko, Stanley Wasserman
2018 Misc ed.
Analysis of Images, Social Networks and Texts - 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers
AIST
Wil M. P. van der Aalst, Vladimir Batagelj, Goran Glavas, Dmitry I. Ignatov, Michael Yu. Khachay, Sergei O. Kuznetsov, Olessia Koltsova, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko
2018 — conf
MDL for FCA: Is There a Place for Background Knowledge?
FCA4AI@IJCAI
Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
2018 J jnl
On interestingness measures of formal concepts.
Inf. Sci.
Sergei O. Kuznetsov, Tatiana P. Makhalova
2018 — conf
Pattern Setups and Their Completions.
CLA
Aimene Belfodil, Sergei O. Kuznetsov, Mehdi Kaytoue
2018 — ed.
Proceedings of the 6th International Workshop "What can FCA do for Artificial Intelligence"? co-located with International Joint Conference on Artificial Intelligence and European Conference on Artificial Intelligence (IJCAI/ECAI 2018), Stockholm, Sweden, July 13, 2018.
FCA4AI@IJCAI
Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph
2018 — ed.
Supplementary Proceedings of the Seventh International Conference on Analysis of Images, Social Networks and Texts (AIST 2018), Moscow, Russia, July 5 - 7, 2018
AIST (Supplement)
Wil M. P. van der Aalst, Vladimir Batagelj, Goran Glavas, Dmitry I. Ignatov, Michael Yu. Khachay, Olessia Koltsova, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko
2017 J jnl
Bayesian Learning of Consumer Preferences for Residential Demand Response.
CoRR
Mikhail V. Goubko, Sergei O. Kuznetsov, Alexey A. Neznanov, Dmitry I. Ignatov
2017 — ed.
Data Analytics and Management in Data Intensive Domains - XVIII International Conference, DAMDID/RCDL 2016, Ershovo, Moscow, Russia, October 11-14, 2016, Revised Selected Papers
DAMDID/RCDL (Selected Papers)
Leonid A. Kalinichenko, Sergei O. Kuznetsov, Yannis Manolopoulos
2017 J jnl
Dualization in lattices given by ordered sets of irreducibles.
Theor. Comput. Sci.
Mikhail A. Babin, Sergei O. Kuznetsov
2017 A* conf
Efficient Mining of Subsample-Stable Graph Patterns.
ICDM
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2017 — book
Formal Concept Analysis of Social Networks
Rokia Missaoui, Sergei O. Kuznetsov, Sergei A. Obiedkov
2017 J jnl
Mining Best Closed Itemsets for Projection-antimonotonic Constraints in Polynomial Time.
CoRR
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2017 A* conf
Mining Convex Polygon Patterns with Formal Concept Analysis.
IJCAI
Aimene Belfodil, Sergei O. Kuznetsov, Céline Robardet, Mehdi Kaytoue
2017 C conf
On Neural Network Architecture Based on Concept Lattices.
ISMIS
Sergei O. Kuznetsov, Nurtas Makhazhanov, Maxim Ushakov
2017 C conf
On Overfitting of Classifiers Making a Lattice.
ICFCA
Tatiana P. Makhalova, Sergei O. Kuznetsov
2017 — ed.
Supplementary Proceedings of the Sixth International Conference on Analysis of Images, Social Networks and Texts (AIST 2017), Moscow, Russia, July 27 - 29, 2017
AIST (Supplement)
Wil M. P. van der Aalst, Mikhail Yu. Khachay, Sergei O. Kuznetsov, Victor S. Lempitsky, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Andrey V. Savchenko, Stanley Wasserman, Dmitry I. Ignatov
2017 — ed.
Workshop on Data Analysis in Medicine, WDAM 2017, Moscow, Russia, May 29, 2017
WDAM
Oleg S. Pianykh, Alexey Neznanov, Sergei O. Kuznetsov, Jaume Baixeries, Svetla Boytcheva
2016 — conf
Continuous Target Variable Prediction with Augmented Interval Pattern Structures: A Lazy Algorithm.
CLA
Alexey Masyutin, Sergei O. Kuznetsov
2016 — conf
Global Optimization in Learning with Important Data: an FCA-Based Approach.
CLA
Yury Kashnitsky, Sergei O. Kuznetsov
2016 — conf
Interval Pattern Concept Lattice as a Classifier Ensemble.
FCA4AI@ECAI
Yury Kashnitsky, Sergei O. Kuznetsov
2016 — conf
On Stability of Triadic Concepts.
CLA
Sergei O. Kuznetsov, Tatyana P. Makhalova
2016 J jnl
On interestingness measures of formal concepts.
CoRR
Sergei O. Kuznetsov, Tatyana P. Makhalova
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
2016 — conf
Pattern Structures for Treatment Optimization in Subgroups of Patients.
CLA
Natalia V. Korepanova, Sergei O. Kuznetsov
2016 — ed.
Proceedings of the 5th International Workshop "What can FCA do for Artificial Intelligence"? co-located with the European Conference on Artificial Intelligence, FCA4AI@ECAI 2016, The Hague, the Netherlands, August 30, 2016.
FCA4AI@ECAI
Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph
2016 — ed.
Proceedings of the Thirteenth International Conference on Concept Lattices and Their Applications, Moscow, Russia, July 18-22, 2016.
CLA
Marianne Huchard, Sergei O. Kuznetsov
2016 — ed.
Selected Papers of the XVIII International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2016), Ershovo, Moscow Region, Russia, October 11-14, 2016.
DAMDID/RCDL
Leonid A. Kalinichenko, Yannis Manolopoulos, Sergei O. Kuznetsov
2015 — conf
Concept Interestingness Measures: a Comparative Study.
CLA
Sergei O. Kuznetsov, Tatyana P. Makhalova
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 J jnl
Dualization in Lattices Given by Ordered Sets of Irreducibles.
CoRR
Mikhail A. Babin, Sergei O. Kuznetsov
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 J jnl
Interactive error correction in implicative theories.
Int. J. Approx. Reason.
Sergei O. Kuznetsov, Artem Revenko
2015 — conf
Lazy Associative Graph Classification.
FCA4AI@IJCAI
Yury Kashnitsky, Sergei O. Kuznetsov
2015 — conf
Lazy Classication with Interval Pattern Structures: Application to Credit Scoring.
FCA4AI@IJCAI
Alexey Masyutin, Yury Kashnitsky, Sergei O. Kuznetsov
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 — ed.
Proceedings of the 4th International Workshop "What can FCA do for Artificial Intelligence?", FCA4AI 2015, co-located with the International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires, Argentina, July 25, 2015.
FCA4AI@IJCAI
Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph
2015 — ed.
Proceedings of the Workshop on Social Network Analysis using Formal Concept Analysis in conjunction with the 13th International Conference on Formal Concept Analysis (ICFCA 2015), Nerja (Malaga), Spain, June 25, 2015.
SNAFCA@ICFCA
Sergei O. Kuznetsov, Rokia Missaoui, Sergei A. Obiedkov
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
Rhetoric Map of an Answer to Compound Queries.
ACL (2)
Boris A. Galitsky, Dmitry Ilvovsky, Sergei O. Kuznetsov
2015 — conf
SOFIA: How to Make FCA Polynomial?
FCA4AI@IJCAI
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2015 Misc conf
Text Classification into Abstract Classes Based on Discourse Structure.
RANLP
Boris A. Galitsky, Dmitry Ilvovsky, Sergei O. Kuznetsov
2015 J jnl
Triadic Formal Concept Analysis and triclustering: searching for optimal patterns.
Mach. Learn.
Dmitry I. Ignatov, Dmitry V. Gnatyshak, Sergei O. Kuznetsov, Boris G. Mirkin
2014 — conf
A One-pass Triclustering Approach: Is There any Room for Big Data?
CLA
Dmitry Gnatyshak, Dmitry I. Ignatov, Sergei O. Kuznetsov, Lhouari Nourine
2014 Misc ed.
Artificial Intelligence: Methodology, Systems, and Applications - 16th International Conference, AIMSA 2014, Varna, Bulgaria, September 11-13, 2014. Proceedings
AIMSA
Gennady Agre, Pascal Hitzler, Adila Alfa Krisnadhi, Sergei O. Kuznetsov
2014 J jnl
Biclustering meets triadic concept analysis.
Ann. Math. Artif. Intell.
Mehdi Kaytoue, Sergei O. Kuznetsov, Juraj Macko, Amedeo Napoli
2014 B ed.
Combinatorial Pattern Matching - 25th Annual Symposium, CPM 2014, Moscow, Russia, June 16-18, 2014. Proceedings
CPM
Alexander S. Kulikov, Sergei O. Kuznetsov, Pavel A. Pevzner
2014 Misc ed.
Computer Science - Theory and Applications - 9th International Computer Science Symposium in Russia, CSR 2014, Moscow, Russia, June 7-11, 2014. Proceedings
CSR
Edward A. Hirsch, Sergei O. Kuznetsov, Jean-Éric Pin, Nikolay K. Vereshchagin
2014 — conf
Concept Stability as a Tool for Pattern Selection.
FCA4AI@ECAI
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2014 J jnl
Fuzzy and rough formal concept analysis: a survey.
Int. J. Gen. Syst.
Jonas Poelmans, Dmitry I. Ignatov, Sergei O. Kuznetsov, Guido Dedene
2014 J jnl
Interactive Error Correction in Implicative Theories.
CoRR
Sergei O. Kuznetsov, Artem Revenko
2014 — conf
Is Concept Stability a Measure for Pattern Selection?
ITQM
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2014 Misc conf
Matchings and Decision Trees for Determining Optimal Therapy.
AIST
Natalia Korepanova, Sergei O. Kuznetsov, Alexander I. Karachunskiy
2014 — conf
On Evaluating Interestingness Measures for Closed Itemsets.
STAIRS
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2014 Misc conf
Pattern Structure Projections for Learning Discourse Structures.
AIMSA
Fedor Strok, Boris A. Galitsky, Dmitry Ilvovsky, Sergei O. Kuznetsov
2014 — ed.
Proceedings of the 3rd International Workshop "What can FCA do for Artificial Intelligence"? co-located with the European Conference on Artificial Intelligence (ECAI 2014), Prague, Czech Republic, August 19, 2014.
FCA4AI@ECAI
Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph
2014 C conf
Scalable Estimates of Concept Stability.
ICFCA
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
2013 A conf
A Web Mining Tool for Assistance with Creative Writing.
ECIR
Boris A. Galitsky, Sergei O. Kuznetsov
2013 A ed.
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings
ECIR
Pavel Serdyukov, Pavel Braslavski, Sergei O. Kuznetsov, Jaap Kamps, Stefan M. Rüger, Eugene Agichtein, Ilya Segalovich, Emine Yilmaz
2013 J jnl
Can triconcepts become triclusters?
Int. J. Gen. Syst.
Dmitry I. Ignatov, Sergei O. Kuznetsov, Jonas Poelmans, Leonid E. Zhukov
2013 J jnl
Computing premises of a minimal cover of functional dependencies is intractable.
Discret. Appl. Math.
Mikhail A. Babin, Sergei O. Kuznetsov
2013 J jnl
Data mining and soft computing.
Int. J. Gen. Syst.
Sergei O. Kuznetsov, Dominik Slezak
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
Finding Maximal Common Sub-parse Thickets for Multi-sentence Search.
GKR
Boris A. Galitsky, Dmitry Ilvovsky, Sergei O. Kuznetsov, Fedor Strok
2013 C conf
Fitting Pattern Structures to Knowledge Discovery in Big Data.
ICFCA
Sergei O. Kuznetsov
2013 J jnl
Formal Concept Analysis in knowledge processing: A survey on models and techniques.
Expert Syst. Appl.
Jonas Poelmans, Sergei O. Kuznetsov, Dmitry I. Ignatov, Guido Dedene
2013 J jnl
Formal concept analysis in knowledge processing: A survey on applications.
Expert Syst. Appl.
Jonas Poelmans, Dmitry I. Ignatov, Sergei O. Kuznetsov, Guido Dedene
2013 — conf
From Triadic FCA to Triclustering: Experimental Comparison of Some Triclustering Algorithms.
CLA
Dmitry Gnatyshak, Dmitry I. Ignatov, Sergei O. Kuznetsov
2013 J jnl
Knowledge representation and processing with formal concept analysis.
WIREs Data Mining Knowl. Discov.
Sergei O. Kuznetsov, Jonas Poelmans
2013 Misc conf
Matching sets of parse trees for answering multi-sentence questions.
RANLP
Boris A. Galitsky, Dmitry Ilvovsky, Sergei O. Kuznetsov, Fedor Strok
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
2013 Misc conf
Parse Thicket Representation for Multi-sentence Search.
ICCS
Boris A. Galitsky, Sergei O. Kuznetsov, Daniel Usikov
2013 — ed.
Proceedings of the International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI at IJCAI 2013), Beijing, China, August 5, 2013.
FCA4AI@IJCAI
Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph
2013 — conf
Scalable Knowledge Discovery in Complex Data with Pattern Structures.
PReMI
Sergei O. Kuznetsov
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
2012 — conf
A System for Knowledge Discovery in Big Dynamical Text Collections.
FCA4AI@ECAI
Sergei O. Kuznetsov, Alexey A. Neznanov, Jonas Poelmans
2012 C conf
Approximating Concept Stability.
ICFCA
Mikhail A. Babin, Sergei O. Kuznetsov
2012 J jnl
Attribute Exploration of Properties of Functions on Sets.
Fundam. Informaticae
Artem Revenko, Sergei O. Kuznetsov
2012 — conf
CORDIET - Healthcare: Extracting knowledge from electronic patient record data.
Nursing Informatics
Jonas Poelmans, Herman Van der Mussele, Gerda Verheyden, Stijn Viaene, Guido Dedene, Sergei O. Kuznetsov, Alexey Neznanov
2012 — conf
Caractérisation et extraction de biclusters de valeurs similaires avec l'analyse de concepts triadiques.
EGC
Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli, Juraj Macko, Wagner Meira Jr.
2012 J jnl
Concept Relation Discovery and Innovation Enabling Technology (CORDIET)
CoRR
Jonas Poelmans, Paul Elzinga, Alexey Neznanov, Stijn Viaene, Sergei O. Kuznetsov, Dmitry I. Ignatov, Guido Dedene
2012 — conf
Concept-Based Biclustering for Internet Advertisement.
ICDM Workshops
Dmitry I. Ignatov, Sergei O. Kuznetsov, Jonas Poelmans
2012 — conf
Finding Errors in New Object Intents.
CLA
Artem Revenko, Sergei O. Kuznetsov
2012 — conf
Finding Errors in New Object in Formal Contexts.
FCA4AI@ECAI
Artem Revenko, Sergei O. Kuznetsov, Bernhard Ganter
2012 A* conf
Human-Centered Text Mining: A New Software System.
ICDM
Jonas Poelmans, Paul Elzinga, Alexey Neznanov, Guido Dedene, Stijn Viaene, Sergei O. Kuznetsov
2012 — ed.
Proceedings of the International Workshop "What can FCA do for Artificial Intelligence?", FCA4AI@ECAI 2012, Montpellier, France, August 28, 2012
FCA4AI@ECAI
Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph
2012 J jnl
Relations between Proto-fuzzy Concepts, Crisply Generated Fuzzy Concepts, and Interval Pattern Structures.
Fundam. Informaticae
Vera V. Pankratieva, Sergei O. Kuznetsov
2012 J jnl
Semi-automated knowledge discovery: identifying and profiling human trafficking.
Int. J. Gen. Syst.
Jonas Poelmans, Paul Elzinga, Dmitry I. Ignatov, Sergei O. Kuznetsov
2012 A* conf
Text Mining Scientific Papers: A Survey on FCA-Based Information Retrieval Research.
ICDM
Jonas Poelmans, Dmitry I. Ignatov, Stijn Viaene, Guido Dedene, Sergei O. Kuznetsov
2011 Misc conf
A Concept Discovery Approach for Fighting Human Trafficking and Forced Prostitution.
ICCS
Jonas Poelmans, Paul Elzinga, Guido Dedene, Stijn Viaene, Sergei O. Kuznetsov
2011 C conf
Biclustering Numerical Data in Formal Concept Analysis.
ICFCA
Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli
2011 C conf
Enumerating Minimal Hypotheses and Dualizing Monotone Boolean Functions on Lattices.
ICFCA
Mikhail A. Babin, Sergei O. Kuznetsov
2011 — conf
From Triconcepts to Triclusters.
RSFDGrC
Dmitry I. Ignatov, Sergei O. Kuznetsov, Ruslan A. Magizov, Leonid E. Zhukov
2011 — conf
Machine Learning Methods in Character Recognition.
RSFDGrC
Lev Itskovich, Sergei O. Kuznetsov
2011 J jnl
Mining Biclusters of Similar Values with Triadic Concept Analysis
CoRR
Mehdi Kaytoue, Sergei O. Kuznetsov, Juraj Macko, Wagner Meira Jr., Amedeo Napoli
2011 — conf
Mining Biclusters of Similar Values with Triadic Concept Analysis.
CLA
Mehdi Kaytoue, Sergei O. Kuznetsov, Juraj Macko, Wagner Meira Jr., Amedeo Napoli
2011 J jnl
Mining gene expression data with pattern structures in formal concept analysis.
Inf. Sci.
Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli, Sébastien Duplessis
2011 — ed.
Pattern Recognition and Machine Intelligence - 4th International Conference, PReMI 2011, Moscow, Russia, June 27 - July 1, 2011. Proceedings
PReMI
Sergei O. Kuznetsov, Deba Prasad Mandal, Malay Kumar Kundu, Sankar K. Pal
2011 J jnl
Revisiting Numerical Pattern Mining with Formal Concept Analysis
CoRR
Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli
2011 A* conf
Revisiting Numerical Pattern Mining with Formal Concept Analysis.
IJCAI
Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli
2011 — ed.
Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 13th International Conference, RSFDGrC 2011, Moscow, Russia, June 25-27, 2011. Proceedings
RSFDGrC
Sergei O. Kuznetsov, Dominik Slezak, Daryl H. Hepting, Boris G. Mirkin
2011 — conf
Symbolic Galois Lattices with Pattern Structures.
RSFDGrC
P. Agarwal, Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli, Géraldine Polaillon
2011 — conf
Text Mining Scientific Papers: a Survey on FCA-based Information Retrieval Research.
ICDM (Poster and Industry Proceedings)
Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene, Sergei O. Kuznetsov
2011 Misc conf
Using Generalization of Syntactic Parse Trees for Taxonomy Capture on the Web.
ICCS
Boris A. Galitsky, Gabor Dobrocsi, Josep Lluís de la Rosa, Sergei O. Kuznetsov
2010 — conf
Attribute Exploration of Properties of Functions on Ordered Sets.
CLA
Artem Revenko, Sergei O. Kuznetsov
2010 A conf
Embedding tolerance relations in formal concept analysis: an application in information fusion.
CIKM
Mehdi Kaytoue, Zainab Assaghir, Amedeo Napoli, Sergei O. Kuznetsov
2010 J jnl
Erratum: Preface to special issue on concept lattice and their applications 2008.
Ann. Math. Artif. Intell.
Radim Belohlávek, Sergei O. Kuznetsov
2010 Misc conf
From Generalization of Syntactic Parse Trees to Conceptual Graphs.
ICCS
Boris A. Galitsky, Gabor Dobrocsi, Josep Lluís de la Rosa, Sergei O. Kuznetsov
2010 C conf
On Links between Concept Lattices and Related Complexity Problems.
ICFCA
Mikhail A. Babin, Sergei O. Kuznetsov
2010 J jnl
Preface to special issue on concept lattice and their applications 2008.
Ann. Math. Artif. Intell.
Radim Belohlávek, Sergei O. Kuznetsov
2010 — conf
Recognizing Pseudo-intents is coNP-complete.
CLA
Mikhail A. Babin, Sergei O. Kuznetsov
2010 — conf
Relations between Proto-fuzzy concepts, Crisply Generated Fuzzy Concepts, and Interval Pattern Structures.
CLA
Vera V. Pankratieva, Sergei O. Kuznetsov
2009 J jnl
Concept Stability for Constructing Taxonomies of Web-site Users
CoRR
Sergei O. Kuznetsov, Dmitry I. Ignatov
2009 J jnl
Concept-based Recommendations for Internet Advertisement
CoRR
Dmitry I. Ignatov, Sergei O. Kuznetsov
2009 Misc ed.
Conceptual Structures: Leveraging Semantic Technologies, 17th International Conference on Conceptual Structures, ICCS 2009, Moscow, Russia, July 26-31, 2009. Proceedings
ICCS
Sebastian Rudolph, Frithjof Dau, Sergei O. Kuznetsov
2009 Misc conf
Frequent Itemset Mining for Clustering Near Duplicate Web Documents.
ICCS
Dmitry I. Ignatov, Sergei O. Kuznetsov
2009 — conf
Pattern Structures for Analyzing Complex Data.
RSFDGrC
Sergei O. Kuznetsov
2009 C conf
Two FCA-Based Methods for Mining Gene Expression Data.
ICFCA
Mehdi Kaytoue-Uberall, Sébastien Duplessis, Sergei O. Kuznetsov, Amedeo Napoli
2008 J jnl
Learning communicative actions of conflicting human agents.
J. Exp. Theor. Artif. Intell.
Boris A. Galitsky, Sergei O. Kuznetsov
2008 C conf
Scale Coarsening as Feature Selection.
ICFCA
Bernhard Ganter, Sergei O. Kuznetsov
2008 Misc conf
Scenario Argument Structure vs Individual Claim Defeasibility: What Is More Important for Validity Assessment?.
ICCS
Boris A. Galitsky, Sergei O. Kuznetsov
2008 J jnl
Some decision and counting problems of the Duquenne-Guigues basis of implications.
Discret. Appl. Math.
Sergei O. Kuznetsov, Sergei A. Obiedkov
2007 J jnl
Applying hybrid reasoning to mine for associative features in biological data.
J. Biomed. Informatics
Boris A. Galitsky, Sergei O. Kuznetsov, Dmitry V. Vinogradov
2007 — conf
Computing Graph-Based Lattices from Smallest Projections.
KONT/KPP
Sergei O. Kuznetsov
2007 C ed.
Formal Concept Analysis, 5th International Conference, ICFCA 2007, Clermont-Ferrand, France, February 12-16, 2007, Proceedings
ICFCA
Sergei O. Kuznetsov, Stefan Schmidt
2007 Misc conf
Learning Common Outcomes of Communicative Actions Represented by Labeled Graphs.
ICCS
Boris A. Galitsky, Boris Kovalerchuk, Sergei O. Kuznetsov
2007 J jnl
On stability of a formal concept.
Ann. Math. Artif. Intell.
Sergei O. Kuznetsov
2007 Misc conf
Reducing the Representation Complexity of Lattice-Based Taxonomies.
ICCS
Sergei O. Kuznetsov, Sergei A. Obiedkov, Camille Roth
2007 — conf
ZART: A Multifunctional Itemset Mining Algorithm.
CLA
Laszlo Szathmary, Amedeo Napoli, Sergei O. Kuznetsov
2006 C conf
Counting Pseudo-intents and #P-completeness.
ICFCA
Sergei O. Kuznetsov, Sergei A. Obiedkov
2005 Misc conf
Analyzing Conflicts with Concept-Based Learning.
ICCS
Boris A. Galitsky, Sergei O. Kuznetsov, Mikhail V. Samokhin
2005 C conf
Galois Connections in Data Analysis: Contributions from the Soviet Era and Modern Russian Research.
Formal Concept Analysis
Sergei O. Kuznetsov
2005 B conf
Learning Closed Sets of Labeled Graphs for Chemical Applications.
ILP
Sergei O. Kuznetsov, Mikhail V. Samokhin
2004 J jnl
Complexity of learning in concept lattices from positive and negative examples.
Discret. Appl. Math.
Sergei O. Kuznetsov
2004 Misc conf
Concept-Based Data Mining with Scaled Labeled Graphs.
ICCS
Bernhard Ganter, Peter A. Grigoriev, Sergei O. Kuznetsov, Mikhail V. Samokhin
2004 C conf
Machine Learning and Formal Concept Analysis.
ICFCA
Sergei O. Kuznetsov
2004 J jnl
On the Intractability of Computing the Duquenne?Guigues Bas.
J. Univers. Comput. Sci.
Sergei O. Kuznetsov
2003 Misc conf
Hypotheses and Version Spaces.
ICCS
Bernhard Ganter, Sergei O. Kuznetsov
2003 J jnl
Toxicology Analysis by Means of the JSM-method.
Bioinform.
V. G. Blinova, D. A. Dobrynin, Victor K. Finn, Sergei O. Kuznetsov, E. S. Pankratova
2002 J jnl
Comparing performance of algorithms for generating concept lattices.
J. Exp. Theor. Artif. Intell.
Sergei O. Kuznetsov, Sergei A. Obiedkov
2001 — conf
Algorithms for the Construction of Concept Lattices and Their Diagram Graphs.
PKDD
Sergei O. Kuznetsov, Sergei A. Obiedkov
2001 J jnl
On Computing the Size of a Lattice and Related Decision Problems.
Order
Sergei O. Kuznetsov
2001 Misc conf
Pattern Structures and Their Projections.
ICCS
Bernhard Ganter, Sergei O. Kuznetsov
2000 Misc conf
Formalizing Hypotheses with Concepts.
ICCS
Bernhard Ganter, Sergei O. Kuznetsov
1999 — conf
Learning of Simple Conceptual Graphs from Positive and Negative Examples.
PKDD
Sergei O. Kuznetsov
1998 Misc conf
Stepwise Construction of the Dedekind-MacNeille Completion (Research Note).
ICCS
Bernhard Ganter, Sergei O. Kuznetsov
1992 J jnl
Application of neural networks for analyzing and encoding of fingerprints.
Neurocomputing
L. V. Kravchinsky, Sergei O. Kuznetsov, Irina V. Nuidel, Alexander G. Khobotov, A. U. Sharov, Vladimir G. Yakhno
1991 J jnl
Neural networks with close nonlocal coupling for analyzing composite image.
Neurocomputing
Nikolai S. Belliustin, Sergei O. Kuznetsov, Irina V. Nuidel, Vladimir G. Yakhno