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)

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

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)

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)

Revisiting Pattern Structures for Structured Attribute Sets. - Mehwish Alam; Aleksey Buzmakov 002; Amedeo Napoli; Alibek Sailanbayev (CLA, 2015)

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

Exploring Pattern Structures of Syntactic Trees for Relation Extraction. - Artuur Leeuwenberg; Aleksey Buzmakov 002; Yannick Toussaint; Amedeo Napoli (ICFCA, 2015)

Mining Definitions from RDF Annotations Using Formal Concept Analysis. - Mehwish Alam; Aleksey Buzmakov 002; Víctor Codocedo; Amedeo Napoli (IJCAI, 2015)

Bridging DBpedia Categories and DL-Concept Definitions Using Formal Concept Analysis. - Mehwish Alam; Aleksey Buzmakov 002; Víctor Codocedo; Amedeo Napoli (FCA4AI@IJCAI, 2015)

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

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)

On Scaling of Fuzzy FCA to Pattern Structures. - Aleksey Buzmakov 002; Amedeo Napoli (CLA, 2016)

Building a Domain Knowledge Model Based on a Concept Lattice Integrating Expert Constraints. - My Thao Tang; Aleksey Buzmakov 002; Yannick Toussaint; Amedeo Napoli (CLA, 2016)

How Fuzzy FCA and Pattern Structures are Connected? - Aleksey Buzmakov 002; Amedeo Napoli (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)

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

Exploratory knowledge discovery over Web of Data. - Mehwish Alam; Aleksey Buzmakov 002; Amedeo Napoli (Discret. Appl. Math., 2018)

Towards Stable Significant Subgroup Discovery. - Jyoti 003; Aleksey Buzmakov 002; Sriram Kailasam (CLA, 2020)

Finding the TMS-Targeted Group of Fibers Reconstructed from Diffusion MRI Data. - Sofya Kulikova; Aleksey Buzmakov 002 (DAMDID/RCDL (Selected Papers), 2020)

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)

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)

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

ParaDiS: a Parallel and Distributed framework for Significant pattern mining. - Jyoti 003; Sriram Kailasam; Aleksey Buzmakov 002 (CCGridW, 2023)

A scalable, distributed framework for significant subgroup discovery. - Jyoti 003; Sriram Kailasam; Aleksey Buzmakov 002 (Knowl. Based Syst., 2024)

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