| 2023 | ICFCA | Description Quivers for Compact Representation of Concept Lattices and Ensembles of Decision Trees. | Egor Dudyrev, Sergei O. Kuznetsov, Amedeo Napoli |
| 2023 | IJCAI | Constructing Decision Quivers. | Egor Dudyrev, Sergei O. Kuznetsov, Amedeo Napoli |
| 2022 | ICDM | △-Closure Structure for Studying Data Distribution. | Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli |
| 2022 | IJCAI | Towards Fast Finding Optimal Short Classifiers. | Egor Dudyrev, Sergei O. Kuznetsov |
| 2022 | IJCAI | Lazy Classification of Underground Forums Messages Using Pattern Structures. | Abdulrahim Ghazal, Sergei O. Kuznetsov |
| 2022 | IJCAI | Intrinsically Interpretable Document Classification via Concept Lattices. | Eric George Parakal, Sergei O. Kuznetsov |
| 2021 | ICFCA | Decision Concept Lattice vs. Decision Trees and Random Forests. | Egor Dudyrev, Sergei O. Kuznetsov |
| 2021 | IJCAI | Data Overview by Means of Delta-Classes of Equivalence. The Case of the Titanic Dataset. | Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli |
| 2021 | IJCAI | Summation of Decision Trees. | Egor Dudyrev, Sergei O. Kuznetsov |
| 2021 | IJCAI | Likely-Occurring Itemsets for Pattern Mining. | Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli |
| 2021 | IJCAI | Ensemble Techniques for Lazy Classication Based on Pattern Structures. | Illya Semenkov, Sergei O. Kuznetsov |
| 2020 | ECAI | Adaptive Multi-model Approaches to Pattern Set Mining. | Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli |
| 2020 | ECAI | Closure Structure: a Deeper Insight. | Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli |
| 2019 | DCC | Numerical Pattern Mining Through Compression. | Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli |
| 2019 | ICFCA | On Coupling FCA and MDL in Pattern Mining. | Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli |
| 2019 | IJCAI | Increasing the Efficiency of Packet Classifiers with Closed Descriptions. | Elizaveta F. Goncharova, Sergei O. Kuznetsov |
| 2018 | IJCAI | MDL for FCA: Is There a Place for Background Knowledge? | Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli |
| 2017 | ICDM | Efficient Mining of Subsample-Stable Graph Patterns. | Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli |
| 2017 | ICFCA | On Overfitting of Classifiers Making a Lattice. | Tatiana P. Makhalova, Sergei O. Kuznetsov |
| 2017 | IJCAI | Mining Convex Polygon Patterns with Formal Concept Analysis. | Aimene Belfodil, Sergei O. Kuznetsov, Cline Robardet, Mehdi Kaytoue |
| 2017 | ISMIS | On Neural Network Architecture Based on Concept Lattices. | Sergei O. Kuznetsov, Nurtas Makhazhanov, Maxim Ushakov |
| 2016 | ECAI | Interval Pattern Concept Lattice as a Classifier Ensemble. | Yury Kashnitsky, Sergei O. Kuznetsov |
| 2015 | ACL | Rhetoric Map of an Answer to Compound Queries. | Boris A. Galitsky, Dmitry Ilvovsky, Sergei O. Kuznetsov |
| 2015 | ICFCA | Revisiting Pattern Structure Projections. | Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli |
| 2015 | IJCAI | SOFIA: How to Make FCA Polynomial? | Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli |
| 2015 | IJCAI | Lazy Associative Graph Classification. | Yury Kashnitsky, Sergei O. Kuznetsov |
| 2015 | IJCAI | Lazy Classication with Interval Pattern Structures: Application to Credit Scoring. | Alexey Masyutin, Yury Kashnitsky, Sergei O. Kuznetsov |
| 2015 | RANLP | Text Classification into Abstract Classes Based on Discourse Structure. | Boris A. Galitsky, Dmitry Ilvovsky, Sergei O. Kuznetsov |
| 2014 | AIMSA | Pattern Structure Projections for Learning Discourse Structures. | Fedor Strok, Boris A. Galitsky, Dmitry Ilvovsky, Sergei O. Kuznetsov |
| 2014 | AIST | Matchings and Decision Trees for Determining Optimal Therapy. | Natalia Korepanova, Sergei O. Kuznetsov, Alexander I. Karachunskiy |
| 2014 | ECAI | Concept Stability as a Tool for Pattern Selection. | Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli |
| 2014 | ICFCA | Scalable Estimates of Concept Stability. | Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli |
| 2013 | ECIR | A Web Mining Tool for Assistance with Creative Writing. | Boris A. Galitsky, Sergei O. Kuznetsov |
| 2013 | ICCS | Parse Thicket Representation for Multi-sentence Search. | Boris A. Galitsky, Sergei O. Kuznetsov, Daniel Usikov |
| 2013 | ICFCA | Fitting Pattern Structures to Knowledge Discovery in Big Data. | Sergei O. Kuznetsov |
| 2013 | IJCAI | FCA and pattern structures for mining care trajectories. | Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Rassi |
| 2013 | RANLP | Matching sets of parse trees for answering multi-sentence questions. | Boris A. Galitsky, Dmitry Ilvovsky, Sergei O. Kuznetsov, Fedor Strok |
| 2012 | ECAI | A New Approach to Classification by Means of Jumping Emerging Patterns. | Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli |
| 2012 | ECAI | A System for Knowledge Discovery in Big Dynamical Text Collections. | Sergei O. Kuznetsov, Alexey A. Neznanov, Jonas Poelmans |
| 2012 | ECAI | Finding Errors in New Object in Formal Contexts. | Artem Revenko, Sergei O. Kuznetsov, Bernhard Ganter |
| 2012 | ICDM | Concept-Based Biclustering for Internet Advertisement. | Dmitry I. Ignatov, Sergei O. Kuznetsov, Jonas Poelmans |
| 2012 | ICFCA | Approximating Concept Stability. | Mikhail A. Babin, Sergei O. Kuznetsov |
| 2011 | ICCS | Using Generalization of Syntactic Parse Trees for Taxonomy Capture on the Web. | Boris A. Galitsky, Gabor Dobrocsi, Josep Llus de la Rosa, Sergei O. Kuznetsov |
| 2011 | ICCS | A Concept Discovery Approach for Fighting Human Trafficking and Forced Prostitution. | Jonas Poelmans, Paul Elzinga, Guido Dedene, Stijn Viaene, Sergei O. Kuznetsov |
| 2011 | ICFCA | Enumerating Minimal Hypotheses and Dualizing Monotone Boolean Functions on Lattices. | Mikhail A. Babin, Sergei O. Kuznetsov |
| 2011 | ICFCA | Biclustering Numerical Data in Formal Concept Analysis. | Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli |
| 2011 | IJCAI | Revisiting Numerical Pattern Mining with Formal Concept Analysis. | Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli |
| 2010 | CIKM | Embedding tolerance relations in formal concept analysis: an application in information fusion. | Mehdi Kaytoue, Zainab Assaghir, Amedeo Napoli, Sergei O. Kuznetsov |
| 2010 | ICCS | From Generalization of Syntactic Parse Trees to Conceptual Graphs. | Boris A. Galitsky, Gabor Dobrocsi, Josep Llus de la Rosa, Sergei O. Kuznetsov |
| 2010 | ICFCA | On Links between Concept Lattices and Related Complexity Problems. | Mikhail A. Babin, Sergei O. Kuznetsov |
| 2009 | ICCS | Frequent Itemset Mining for Clustering Near Duplicate Web Documents. | Dmitry I. Ignatov, Sergei O. Kuznetsov |
| 2009 | ICFCA | Two FCA-Based Methods for Mining Gene Expression Data. | Mehdi Kaytoue-Uberall, Sbastien Duplessis, Sergei O. Kuznetsov, Amedeo Napoli |
| 2008 | ICCS | Scenario Argument Structure vs Individual Claim Defeasibility: What Is More Important for Validity Assessment?. | Boris A. Galitsky, Sergei O. Kuznetsov |
| 2008 | ICFCA | Scale Coarsening as Feature Selection. | Bernhard Ganter, Sergei O. Kuznetsov |
| 2007 | ICCS | Learning Common Outcomes of Communicative Actions Represented by Labeled Graphs. | Boris A. Galitsky, Boris Kovalerchuk, Sergei O. Kuznetsov |
| 2007 | ICCS | Reducing the Representation Complexity of Lattice-Based Taxonomies. | Sergei O. Kuznetsov, Sergei A. Obiedkov, Camille Roth |
| 2006 | ICFCA | Counting Pseudo-intents and #P-completeness. | Sergei O. Kuznetsov, Sergei A. Obiedkov |
| 2005 | ICCS | Analyzing Conflicts with Concept-Based Learning. | Boris A. Galitsky, Sergei O. Kuznetsov, Mikhail V. Samokhin |
| 2005 | ILP | Learning Closed Sets of Labeled Graphs for Chemical Applications. | Sergei O. Kuznetsov, Mikhail V. Samokhin |
| 2004 | ICCS | Concept-Based Data Mining with Scaled Labeled Graphs. | Bernhard Ganter, Peter A. Grigoriev, Sergei O. Kuznetsov, Mikhail V. Samokhin |
| 2004 | ICFCA | Machine Learning and Formal Concept Analysis. | Sergei O. Kuznetsov |
| 2003 | ICCS | Hypotheses and Version Spaces. | Bernhard Ganter, Sergei O. Kuznetsov |
| 2001 | ICCS | Pattern Structures and Their Projections. | Bernhard Ganter, Sergei O. Kuznetsov |
| 2000 | ICCS | Formalizing Hypotheses with Concepts. | Bernhard Ganter, Sergei O. Kuznetsov |
| 1998 | ICCS | Stepwise Construction of the Dedekind-MacNeille Completion (Research Note). | Bernhard Ganter, Sergei O. Kuznetsov |