Neural networks with close nonlocal coupling for analyzing composite image. - Nikolai S. Belliustin; Sergei O. Kuznetsov; Irina V. Nuidel; Vladimir G. Yakhno (Neurocomputing, 1991)

Application of neural networks for analyzing and encoding of fingerprints. - L. V. Kravchinsky; Sergei O. Kuznetsov; Irina V. Nuidel; Alexander G. Khobotov; A. U. Sharov; Vladimir G. Yakhno (Neurocomputing, 1992)

Stepwise Construction of the Dedekind-MacNeille Completion (Research Note). - Bernhard Ganter; Sergei O. Kuznetsov (ICCS, 1998)

Learning of Simple Conceptual Graphs from Positive and Negative Examples. - Sergei O. Kuznetsov (PKDD, 1999)

Formalizing Hypotheses with Concepts. - Bernhard Ganter; Sergei O. Kuznetsov (ICCS, 2000)

Pattern Structures and Their Projections. - Bernhard Ganter; Sergei O. Kuznetsov (ICCS, 2001)

Algorithms for the Construction of Concept Lattices and Their Diagram Graphs. - Sergei O. Kuznetsov; Sergei A. Obiedkov (PKDD, 2001)

On Computing the Size of a Lattice and Related Decision Problems. - Sergei O. Kuznetsov (Order, 2001)

Comparing performance of algorithms for generating concept lattices. - Sergei O. Kuznetsov; Sergei A. Obiedkov (J. Exp. Theor. Artif. Intell., 2002)

Hypotheses and Version Spaces. - Bernhard Ganter; Sergei O. Kuznetsov (ICCS, 2003)

Toxicology Analysis by Means of the JSM-method. - V. G. Blinova; D. A. Dobrynin; Victor K. Finn; Sergei O. Kuznetsov; E. S. Pankratova (Bioinform., 2003)

Concept-Based Data Mining with Scaled Labeled Graphs. - Bernhard Ganter; Peter A. Grigoriev; Sergei O. Kuznetsov; Mikhail V. Samokhin (ICCS, 2004)

Machine Learning and Formal Concept Analysis. - Sergei O. Kuznetsov (ICFCA, 2004)

Complexity of learning in concept lattices from positive and negative examples. - Sergei O. Kuznetsov (Discret. Appl. Math., 2004)

On the Intractability of Computing the Duquenne?Guigues Bas. - Sergei O. Kuznetsov (J. Univers. Comput. Sci., 2004)

Galois Connections in Data Analysis: Contributions from the Soviet Era and Modern Russian Research. - Sergei O. Kuznetsov (Formal Concept Analysis, 2005)

Analyzing Conflicts with Concept-Based Learning. - Boris A. Galitsky; Sergei O. Kuznetsov; Mikhail V. Samokhin (ICCS, 2005)

Learning Closed Sets of Labeled Graphs for Chemical Applications. - Sergei O. Kuznetsov; Mikhail V. Samokhin (ILP, 2005)

Counting Pseudo-intents and #P-completeness. - Sergei O. Kuznetsov; Sergei A. Obiedkov (ICFCA, 2006)

ZART: A Multifunctional Itemset Mining Algorithm. - Laszlo Szathmary; Amedeo Napoli; Sergei O. Kuznetsov (CLA, 2007)

Learning Common Outcomes of Communicative Actions Represented by Labeled Graphs. - Boris A. Galitsky; Boris Kovalerchuk; Sergei O. Kuznetsov (ICCS, 2007)

Reducing the Representation Complexity of Lattice-Based Taxonomies. - Sergei O. Kuznetsov; Sergei A. Obiedkov; Camille Roth (ICCS, 2007)

Computing Graph-Based Lattices from Smallest Projections. - Sergei O. Kuznetsov (KONT/KPP, 2007)

On stability of a formal concept. - Sergei O. Kuznetsov (Ann. Math. Artif. Intell., 2007)

Applying hybrid reasoning to mine for associative features in biological data. - Boris A. Galitsky; Sergei O. Kuznetsov; Dmitry V. Vinogradov (J. Biomed. Informatics, 2007)

Scenario Argument Structure vs Individual Claim Defeasibility: What Is More Important for Validity Assessment?. - Boris A. Galitsky; Sergei O. Kuznetsov (ICCS, 2008)

Scale Coarsening as Feature Selection. - Bernhard Ganter; Sergei O. Kuznetsov (ICFCA, 2008)

Some decision and counting problems of the Duquenne-Guigues basis of implications. - Sergei O. Kuznetsov; Sergei A. Obiedkov (Discret. Appl. Math., 2008)

Learning communicative actions of conflicting human agents. - Boris A. Galitsky; Sergei O. Kuznetsov (J. Exp. Theor. Artif. Intell., 2008)

Frequent Itemset Mining for Clustering Near Duplicate Web Documents. - Dmitry I. Ignatov; Sergei O. Kuznetsov (ICCS, 2009)

Two FCA-Based Methods for Mining Gene Expression Data. - Mehdi Kaytoue-Uberall; Sébastien Duplessis; Sergei O. Kuznetsov; Amedeo Napoli (ICFCA, 2009)

Pattern Structures for Analyzing Complex Data. - Sergei O. Kuznetsov (RSFDGrC, 2009)

Concept Stability for Constructing Taxonomies of Web-site Users - Sergei O. Kuznetsov; Dmitry I. Ignatov (CoRR, 2009)

Concept-based Recommendations for Internet Advertisement - Dmitry I. Ignatov; Sergei O. Kuznetsov (CoRR, 2009)

Embedding tolerance relations in formal concept analysis: an application in information fusion. - Mehdi Kaytoue; Zainab Assaghir; Amedeo Napoli; Sergei O. Kuznetsov (CIKM, 2010)

Recognizing Pseudo-intents is coNP-complete. - Mikhail A. Babin; Sergei O. Kuznetsov (CLA, 2010)

Attribute Exploration of Properties of Functions on Ordered Sets. - Artem Revenko; Sergei O. Kuznetsov (CLA, 2010)

From Generalization of Syntactic Parse Trees to Conceptual Graphs. - Boris A. Galitsky; Gabor Dobrocsi; Josep Lluís de la Rosa; Sergei O. Kuznetsov (ICCS, 2010)

On Links between Concept Lattices and Related Complexity Problems. - Mikhail A. Babin; Sergei O. Kuznetsov (ICFCA, 2010)

Preface to special issue on concept lattice and their applications 2008. - Radim Belohlávek; Sergei O. Kuznetsov (Ann. Math. Artif. Intell., 2010)

Erratum: Preface to special issue on concept lattice and their applications 2008. - Radim Belohlávek; Sergei O. Kuznetsov (Ann. Math. Artif. Intell., 2010)

Mining Biclusters of Similar Values with Triadic Concept Analysis. - Mehdi Kaytoue; Sergei O. Kuznetsov; Juraj Macko; Wagner Meira Jr.; Amedeo Napoli (CLA, 2011)

Using Generalization of Syntactic Parse Trees for Taxonomy Capture on the Web. - Boris A. Galitsky; Gabor Dobrocsi; Josep Lluís de la Rosa; Sergei O. Kuznetsov (ICCS, 2011)

A Concept Discovery Approach for Fighting Human Trafficking and Forced Prostitution. - Jonas Poelmans; Paul Elzinga; Guido Dedene; Stijn Viaene; Sergei O. Kuznetsov (ICCS, 2011)

Enumerating Minimal Hypotheses and Dualizing Monotone Boolean Functions on Lattices. - Mikhail A. Babin; Sergei O. Kuznetsov (ICFCA, 2011)

Biclustering Numerical Data in Formal Concept Analysis. - Mehdi Kaytoue; Sergei O. Kuznetsov; Amedeo Napoli (ICFCA, 2011)

Revisiting Numerical Pattern Mining with Formal Concept Analysis. - Mehdi Kaytoue; Sergei O. Kuznetsov; Amedeo Napoli (IJCAI, 2011)

Text Mining Scientific Papers: a Survey on FCA-based Information Retrieval Research. - Jonas Poelmans; Paul Elzinga; Stijn Viaene; Guido Dedene; Sergei O. Kuznetsov (ICDM (Poster and Industry Proceedings), 2011)

Symbolic Galois Lattices with Pattern Structures. - P. Agarwal; Mehdi Kaytoue; Sergei O. Kuznetsov; Amedeo Napoli; Géraldine Polaillon (RSFDGrC, 2011)

From Triconcepts to Triclusters. - Dmitry I. Ignatov; Sergei O. Kuznetsov; Ruslan A. Magizov; Leonid E. Zhukov (RSFDGrC, 2011)

Machine Learning Methods in Character Recognition. - Lev Itskovich; Sergei O. Kuznetsov (RSFDGrC, 2011)

Mining gene expression data with pattern structures in formal concept analysis. - Mehdi Kaytoue; Sergei O. Kuznetsov; Amedeo Napoli; Sébastien Duplessis (Inf. Sci., 2011)

A Hybrid Classification Approach based on FCA and Emerging Patterns - An application for the classification of biological inhibitors. - Yasmine Asses; Aleksey Buzmakov 002; Thomas Bourquard; Sergei O. Kuznetsov; Amedeo Napoli (CLA, 2012)

Finding Errors in New Object Intents. - Artem Revenko; Sergei O. Kuznetsov (CLA, 2012)

A New Approach to Classification by Means of Jumping Emerging Patterns. - Aleksey Buzmakov 002; Sergei O. Kuznetsov; Amedeo Napoli (FCA4AI@ECAI, 2012)

A System for Knowledge Discovery in Big Dynamical Text Collections. - Sergei O. Kuznetsov; Alexey A. Neznanov; Jonas Poelmans (FCA4AI@ECAI, 2012)

Finding Errors in New Object in Formal Contexts. - Artem Revenko; Sergei O. Kuznetsov; Bernhard Ganter (FCA4AI@ECAI, 2012)

Caractérisation et extraction de biclusters de valeurs similaires avec l'analyse de concepts triadiques. - Mehdi Kaytoue; Sergei O. Kuznetsov; Amedeo Napoli; Juraj Macko; Wagner Meira Jr. (EGC, 2012)

Concept-Based Biclustering for Internet Advertisement. - Dmitry I. Ignatov; Sergei O. Kuznetsov; Jonas Poelmans (ICDM Workshops, 2012)

Approximating Concept Stability. - Mikhail A. Babin; Sergei O. Kuznetsov (ICFCA, 2012)

Human-Centered Text Mining: A New Software System. - Jonas Poelmans; Paul Elzinga; Alexey Neznanov; Guido Dedene; Stijn Viaene; Sergei O. Kuznetsov (ICDM, 2012)

Text Mining Scientific Papers: A Survey on FCA-Based Information Retrieval Research. - Jonas Poelmans; Dmitry I. Ignatov; Stijn Viaene; Guido Dedene; Sergei O. Kuznetsov (ICDM, 2012)

CORDIET - Healthcare: Extracting knowledge from electronic patient record data. - Jonas Poelmans; Herman Van der Mussele; Gerda Verheyden; Stijn Viaene; Guido Dedene; Sergei O. Kuznetsov; Alexey Neznanov (Nursing Informatics, 2012)

Concept Relation Discovery and Innovation Enabling Technology (CORDIET) - Jonas Poelmans; Paul Elzinga; Alexey Neznanov; Stijn Viaene; Sergei O. Kuznetsov; Dmitry I. Ignatov; Guido Dedene (CoRR, 2012)

Relations between Proto-fuzzy Concepts, Crisply Generated Fuzzy Concepts, and Interval Pattern Structures. - Vera V. Pankratieva; Sergei O. Kuznetsov (Fundam. Informaticae, 2012)

Attribute Exploration of Properties of Functions on Sets. - Artem Revenko; Sergei O. Kuznetsov (Fundam. Informaticae, 2012)

Semi-automated knowledge discovery: identifying and profiling human trafficking. - Jonas Poelmans; Paul Elzinga; Dmitry I. Ignatov; Sergei O. Kuznetsov (Int. J. Gen. Syst., 2012)

On Projections of Sequential Pattern Structures (with an Application on Care Trajectories). - Aleksey Buzmakov 002; Elias Egho; Nicolas Jay; Sergei O. Kuznetsov; Amedeo Napoli; Chedy Raïssi (CLA, 2013)

From Triadic FCA to Triclustering: Experimental Comparison of Some Triclustering Algorithms. - Dmitry Gnatyshak; Dmitry I. Ignatov; Sergei O. Kuznetsov (CLA, 2013)

A Web Mining Tool for Assistance with Creative Writing. - Boris A. Galitsky; Sergei O. Kuznetsov (ECIR, 2013)

Finding Maximal Common Sub-parse Thickets for Multi-sentence Search. - Boris A. Galitsky; Dmitry Ilvovsky; Sergei O. Kuznetsov; Fedor Strok (GKR, 2013)

Parse Thicket Representation for Multi-sentence Search. - Boris A. Galitsky; Sergei O. Kuznetsov; Daniel Usikov (ICCS, 2013)

Fitting Pattern Structures to Knowledge Discovery in Big Data. - Sergei O. Kuznetsov (ICFCA, 2013)

FCA and pattern structures for mining care trajectories. - Aleksey Buzmakov 002; Elias Egho; Nicolas Jay; Sergei O. Kuznetsov; Amedeo Napoli; Chedy Raïssi (FCA4AI@IJCAI, 2013)

Scalable Knowledge Discovery in Complex Data with Pattern Structures. - Sergei O. Kuznetsov (PReMI, 2013)

Matching sets of parse trees for answering multi-sentence questions. - Boris A. Galitsky; Dmitry Ilvovsky; Sergei O. Kuznetsov; Fedor Strok (RANLP, 2013)

Computing premises of a minimal cover of functional dependencies is intractable. - Mikhail A. Babin; Sergei O. Kuznetsov (Discret. Appl. Math., 2013)

Formal concept analysis in knowledge processing: A survey on applications. - Jonas Poelmans; Dmitry I. Ignatov; Sergei O. Kuznetsov; Guido Dedene (Expert Syst. Appl., 2013)

Formal Concept Analysis in knowledge processing: A survey on models and techniques. - Jonas Poelmans; Sergei O. Kuznetsov; Dmitry I. Ignatov; Guido Dedene (Expert Syst. Appl., 2013)

Can triconcepts become triclusters? - Dmitry I. Ignatov; Sergei O. Kuznetsov; Jonas Poelmans; Leonid E. Zhukov (Int. J. Gen. Syst., 2013)

Data mining and soft computing. - Sergei O. Kuznetsov; Dominik Slezak (Int. J. Gen. Syst., 2013)

Knowledge representation and processing with formal concept analysis. - Sergei O. Kuznetsov; Jonas Poelmans (WIREs Data Mining Knowl. Discov., 2013)

Pattern Structure Projections for Learning Discourse Structures. - Fedor Strok; Boris A. Galitsky; Dmitry Ilvovsky; Sergei O. Kuznetsov (AIMSA, 2014)

Matchings and Decision Trees for Determining Optimal Therapy. - Natalia Korepanova; Sergei O. Kuznetsov; Alexander I. Karachunskiy (AIST, 2014)

A One-pass Triclustering Approach: Is There any Room for Big Data? - Dmitry Gnatyshak; Dmitry I. Ignatov; Sergei O. Kuznetsov; Lhouari Nourine (CLA, 2014)

Concept Stability as a Tool for Pattern Selection. - Aleksey Buzmakov 002; Sergei O. Kuznetsov; Amedeo Napoli (FCA4AI@ECAI, 2014)

Scalable Estimates of Concept Stability. - Aleksey Buzmakov 002; Sergei O. Kuznetsov; Amedeo Napoli (ICFCA, 2014)

Is Concept Stability a Measure for Pattern Selection? - Aleksey Buzmakov 002; Sergei O. Kuznetsov; Amedeo Napoli (ITQM, 2014)

On Evaluating Interestingness Measures for Closed Itemsets. - Aleksey Buzmakov 002; Sergei O. Kuznetsov; Amedeo Napoli (STAIRS, 2014)

Biclustering meets triadic concept analysis. - Mehdi Kaytoue; Sergei O. Kuznetsov; Juraj Macko; Amedeo Napoli (Ann. Math. Artif. Intell., 2014)

Extending Tree Kernels Towards Paragraphs. - Boris A. Galitsky; Dmitry Ilvovsky; Sergey O. Kuznetsov (Int. J. Comput. Linguistics Appl., 2014)

Fuzzy and rough formal concept analysis: a survey. - Jonas Poelmans; Dmitry I. Ignatov; Sergei O. Kuznetsov; Guido Dedene (Int. J. Gen. Syst., 2014)

Rhetoric Map of an Answer to Compound Queries. - Boris A. Galitsky; Dmitry Ilvovsky; Sergei O. Kuznetsov (ACL (2), 2015)

Text Integrity Assessment: Sentiment Profile vs Rhetoric Structure. - Boris A. Galitsky; Dmitry Ilvovsky; Sergey O. Kuznetsov (CICLing (2), 2015)

Concept Interestingness Measures: a Comparative Study. - Sergei O. Kuznetsov; Tatyana P. Makhalova (CLA, 2015)

Revisiting Pattern Structure Projections. - Aleksey Buzmakov 002; Sergei O. Kuznetsov; Amedeo Napoli (ICFCA, 2015)

SOFIA: How to Make FCA Polynomial? - Aleksey Buzmakov 002; Sergei O. Kuznetsov; Amedeo Napoli (FCA4AI@IJCAI, 2015)

Lazy Associative Graph Classification. - Yury Kashnitsky; Sergei O. Kuznetsov (FCA4AI@IJCAI, 2015)

Lazy Classication with Interval Pattern Structures: Application to Credit Scoring. - Alexey Masyutin; Yury Kashnitsky; Sergei O. Kuznetsov (FCA4AI@IJCAI, 2015)

Fast Generation of Best Interval Patterns for Nonmonotonic Constraints. - Aleksey Buzmakov 002; Sergei O. Kuznetsov; Amedeo Napoli (ECML/PKDD (2), 2015)

Pattern Structures and Concept Lattices for Data Mining and Knowledge Processing. - Mehdi Kaytoue; Víctor Codocedo; Aleksey Buzmakov 002; Jaume Baixeries; Sergei O. Kuznetsov; Amedeo Napoli (ECML/PKDD (3), 2015)

Text Classification into Abstract Classes Based on Discourse Structure. - Boris A. Galitsky; Dmitry Ilvovsky; Sergei O. Kuznetsov (RANLP, 2015)

Interactive error correction in implicative theories. - Sergei O. Kuznetsov; Artem Revenko (Int. J. Approx. Reason., 2015)

Discovering Structural Alerts for Mutagenicity Using Stable Emerging Molecular Patterns. - Jean-Philippe Métivier; Alban Lepailleur; Aleksey Buzmakov 002; Guillaume Poezevara; Bruno Crémilleux; Sergei O. Kuznetsov; Jérémie Le Goff; Amedeo Napoli; Ronan Bureau; Bertrand Cuissart (J. Chem. Inf. Model., 2015)

Triadic Formal Concept Analysis and triclustering: searching for optimal patterns. - Dmitry I. Ignatov; Dmitry V. Gnatyshak; Sergei O. Kuznetsov; Boris G. Mirkin (Mach. Learn., 2015)

Global Optimization in Learning with Important Data: an FCA-Based Approach. - Yury Kashnitsky; Sergei O. Kuznetsov (CLA, 2016)

Pattern Structures for Treatment Optimization in Subgroups of Patients. - Natalia V. Korepanova; Sergei O. Kuznetsov (CLA, 2016)

On Stability of Triadic Concepts. - Sergei O. Kuznetsov; Tatyana P. Makhalova (CLA, 2016)

Continuous Target Variable Prediction with Augmented Interval Pattern Structures: A Lazy Algorithm. - Alexey Masyutin; Sergei O. Kuznetsov (CLA, 2016)

Interval Pattern Concept Lattice as a Classifier Ensemble. - Yury Kashnitsky; Sergei O. Kuznetsov (FCA4AI@ECAI, 2016)

On mining complex sequential data by means of FCA and pattern structures. - Aleksey Buzmakov 002; Elias Egho; Nicolas Jay; Sergei O. Kuznetsov; Amedeo Napoli; Chedy Raïssi (Int. J. Gen. Syst., 2016)

Efficient Mining of Subsample-Stable Graph Patterns. - Aleksey Buzmakov 002; Sergei O. Kuznetsov; Amedeo Napoli (ICDM, 2017)

On Overfitting of Classifiers Making a Lattice. - Tatiana P. Makhalova; Sergei O. Kuznetsov (ICFCA, 2017)

Mining Convex Polygon Patterns with Formal Concept Analysis. - Aimene Belfodil; Sergei O. Kuznetsov; Céline Robardet; Mehdi Kaytoue (IJCAI, 2017)

On Neural Network Architecture Based on Concept Lattices. - Sergei O. Kuznetsov; Nurtas Makhazhanov; Maxim Ushakov (ISMIS, 2017)

Mining Best Closed Itemsets for Projection-antimonotonic Constraints in Polynomial Time. - Aleksey Buzmakov 002; Sergei O. Kuznetsov; Amedeo Napoli (CoRR, 2017)

Bayesian Learning of Consumer Preferences for Residential Demand Response. - Mikhail V. Goubko; Sergei O. Kuznetsov; Alexey A. Neznanov; Dmitry I. Ignatov (CoRR, 2017)

Dualization in lattices given by ordered sets of irreducibles. - Mikhail A. Babin; Sergei O. Kuznetsov (Theor. Comput. Sci., 2017)

Pattern Setups and Their Completions. - Aimene Belfodil; Sergei O. Kuznetsov; Mehdi Kaytoue (CLA, 2018)

A First Study on What MDL Can Do for FCA. - Tatiana P. Makhalova; Sergei O. Kuznetsov; Amedeo Napoli (CLA, 2018)

MDL for FCA: Is There a Place for Background Knowledge? - Tatiana P. Makhalova; Sergei O. Kuznetsov; Amedeo Napoli (FCA4AI@IJCAI, 2018)

On interestingness measures of formal concepts. - Sergei O. Kuznetsov; Tatiana P. Makhalova (Inf. Sci., 2018)

Detecting logical argumentation in text via communicative discourse tree. - Boris A. Galitsky; Dmitry Ilvovsky; Sergey O. Kuznetsov (J. Exp. Theor. Artif. Intell., 2018)

Numerical Pattern Mining Through Compression. - Tatiana P. Makhalova; Sergei O. Kuznetsov; Amedeo Napoli (DCC, 2019)

On Coupling FCA and MDL in Pattern Mining. - Tatiana Makhalova; Sergei O. Kuznetsov; Amedeo Napoli (ICFCA, 2019)

Increasing the Efficiency of Packet Classifiers with Closed Descriptions. - Elizaveta F. Goncharova; Sergei O. Kuznetsov (FCA4AI@IJCAI, 2019)

Ordered Sets for Data Analysis. - Sergei O. Kuznetsov (CoRR, 2019)

Next Priority Concept: A new and generic algorithm computing concepts from complex and heterogeneous data. - Christophe Demko; Karell Bertet; Cyril Faucher; Jean-François Viaud; Sergei O. Kuznetsov (CoRR, 2019)

Formal Concept Analysis: From Knowledge Discovery to Knowledge Processing. - Sébastien Ferré; Marianne Huchard; Mehdi Kaytoue; Sergei O. Kuznetsov; Amedeo Napoli (A Guided Tour of Artificial Intelligence Research (2) (II), 2020)

Gradual Discovery with Closure Structure of a Concept Lattice. - Tatiana Makhalova; Sergei O. Kuznetsov; Amedeo Napoli (CLA, 2020)

Adaptive Multi-model Approaches to Pattern Set Mining. - Tatiana Makhalova; Sergei O. Kuznetsov; Amedeo Napoli (STAIRS@ECAI, 2020)

Closure Structure: a Deeper Insight. - Tatiana Makhalova; Sergei O. Kuznetsov; Amedeo Napoli (FCA4AI@ECAI, 2020)

Discovery data topology with the closure structure. Theoretical and practical aspects. - Tatiana Makhalova; Sergei O. Kuznetsov; Amedeo Napoli (CoRR, 2020)

Preface to Special Issue on Concept Lattices and Their Applications 2016. - Marianne Huchard; Sergei O. Kuznetsov (Discret. Appl. Math., 2020)

On pattern setups and pattern multistructures. - Aimene Belfodil; Sergei O. Kuznetsov; Mehdi Kaytoue (Int. J. Gen. Syst., 2020)

NextPriorityConcept: A new and generic algorithm computing concepts from complex and heterogeneous data. - Christophe Demko; Karell Bertet; Cyril Faucher; Jean-François Viaud; Sergei O. Kuznetsov (Theor. Comput. Sci., 2020)

Decision Concept Lattice vs. Decision Trees and Random Forests. - Egor Dudyrev; Sergei O. Kuznetsov (ICFCA, 2021)

Data Overview by Means of Delta-Classes of Equivalence. The Case of the Titanic Dataset. - Aleksey Buzmakov 002; Sergei O. Kuznetsov; Tatiana Makhalova; Amedeo Napoli (FCA4AI@IJCAI, 2021)

Summation of Decision Trees. - Egor Dudyrev; Sergei O. Kuznetsov (FCA4AI@IJCAI, 2021)

Likely-Occurring Itemsets for Pattern Mining. - Tatiana Makhalova; Sergei O. Kuznetsov; Amedeo Napoli (FCA4AI@IJCAI, 2021)

Ensemble Techniques for Lazy Classication Based on Pattern Structures. - Illya Semenkov; Sergei O. Kuznetsov (FCA4AI@IJCAI, 2021)

Experimental Study of Concise Representations of Concepts and Dependencies. - Aleksey Buzmakov 002; Egor Dudyrev; Sergei O. Kuznetsov; Tatiana Makhalova; Amedeo Napoli (CLA, 2022)

△-Closure Structure for Studying Data Distribution. - Aleksey Buzmakov 002; Sergei O. Kuznetsov; Tatiana Makhalova; Amedeo Napoli (ICDM, 2022)

Towards Fast Finding Optimal Short Classifiers. - Egor Dudyrev; Sergei O. Kuznetsov (FCA4AI@IJCAI, 2022)

Lazy Classification of Underground Forums Messages Using Pattern Structures. - Abdulrahim Ghazal; Sergei O. Kuznetsov (FCA4AI@IJCAI, 2022)

Intrinsically Interpretable Document Classification via Concept Lattices. - Eric George Parakal; Sergei O. Kuznetsov (FCA4AI@IJCAI, 2022)

Delta-Closure Structure for Studying Data Distribution. - Aleksey Buzmakov 002; Tatiana Makhalova; Sergei O. Kuznetsov; Amedeo Napoli (CoRR, 2022)

Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets. - Tatiana Makhalova; Sergei O. Kuznetsov; Amedeo Napoli (Data Min. Knowl. Discov., 2022)

Introducing the closure structure and the GDPM algorithm for mining and understanding a tabular dataset. - Tatiana Makhalova; Aleksey Buzmakov 002; Sergei O. Kuznetsov; Amedeo Napoli (Int. J. Approx. Reason., 2022)

Description Quivers for Compact Representation of Concept Lattices and Ensembles of Decision Trees. - Egor Dudyrev; Sergei O. Kuznetsov; Amedeo Napoli (ICFCA, 2023)

Constructing Decision Quivers. - Egor Dudyrev; Sergei O. Kuznetsov; Amedeo Napoli (FCA4AI@IJCAI, 2023)

Formal Concept Analysis for Evaluating Intrinsic Dimension of a Natural Language. - Sergei O. Kuznetsov; Vasilii A. Gromov; Nikita S. Borodin; Andrei M. Divavin (PReMI, 2023)

Document Classification via Stable Graph Patterns and Conceptual AMR Graphs. - Eric George Parakal; Egor Dudyrev; Sergei O. Kuznetsov; Amedeo Napoli (CONCEPTS, 2024)

Clustering with Stable Pattern Concepts. - Egor Dudyrev; Mariia Zueva; Sergei O. Kuznetsov; Amedeo Napoli (FCA4AI@ECAI, 2024)

Clustering with Axialities. - Sergei O. Kuznetsov (FCA4AI@ECAI, 2024)

Training Neural Networks Based on Formal Concepts. - Sergei O. Kuznetsov; Mariia Zueva (FCA4AI@ECAI, 2024)

Data complexity: An FCA-based approach. - Aleksey Buzmakov 002; Egor Dudyrev; Sergei O. Kuznetsov; Tatiana Makhalova; Amedeo Napoli (Int. J. Approx. Reason., 2024)

Fairness-Aware Maximal Cliques Identification in Attributed Social Networks With Concept-Cognitive Learning. - Min Tao; Fei Hao 001; Ling Wei; Huilai Zhi; Sergei O. Kuznetsov; Geyong Min (IEEE Trans. Comput. Soc. Syst., 2024)

Explainable Document Classification via Concept Whitening and Stable Graph Patterns. - Eric George Parakal; Sergei O. Kuznetsov; Ilya Makarov; Nikita Severin (IEEE Access, 2025)

Binary relations-preserving incremental pseudo-equiconcept reduction for symmetric formal context. - Huilin Fan; Fei Hao 001; Linkai Zhang; Jin Li 011; Longjiang Guo; Weihua Xu; Sergei O. Kuznetsov; Vincenzo Loia (Expert Syst. Appl., 2025)

Recovery degree constrained equiconcept/pseudo-equiconcept reduction in symmetric formal contexts. - Junyu Bu; Fei Hao 001; Huilin Fan; Ling Wei; Shuanggen Liu; Sergei O. Kuznetsov (Int. J. Approx. Reason., 2025)

Traffic Prediction Based on Formal Concept-Enhanced Federated Graph Learning. - Kai Wu; Fei Hao 001; Ruoxia Yao; Jinhai Li; Geyong Min; Sergei O. Kuznetsov (IEEE Trans. Intell. Transp. Syst., 2025)