Aleksey Buzmakov

Orcid: 0000-0002-9317-8785

Affiliations:
  • National Research University, Higher School of Economics, Russia


According to our database1, Aleksey Buzmakov authored at least 31 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Data complexity: An FCA-based approach.
Int. J. Approx. Reason., February, 2024

2022
Introducing the closure structure and the GDPM algorithm for mining and understanding a tabular dataset.
Int. J. Approx. Reason., 2022

Delta-Closure Structure for Studying Data Distribution.
CoRR, 2022

△-Closure Structure for Studying Data Distribution.
Proceedings of the IEEE International Conference on Data Mining, 2022

Experimental Study of Concise Representations of Concepts and Dependencies.
Proceedings of the Sixteenth International Conference on Concept Lattices and Their Applications (CLA 2022) Tallinn, 2022

2021
Data Overview by Means of Delta-Classes of Equivalence. The Case of the Titanic Dataset.
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), 2021

2020
Finding the TMS-Targeted Group of Fibers Reconstructed from Diffusion MRI Data.
Proceedings of the Data Analytics and Management in Data Intensive Domains, 2020

2018
Exploratory knowledge discovery over Web of Data.
Discret. Appl. Math., 2018

2017
Mining Best Closed Itemsets for Projection-antimonotonic Constraints in Polynomial Time.
CoRR, 2017

Efficient Mining of Subsample-Stable Graph Patterns.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016
On mining complex sequential data by means of FCA and pattern structures.
Int. J. Gen. Syst., 2016

How Fuzzy FCA and Pattern Structures are Connected?
Proceedings of the 5th International Workshop "What can FCA do for Artificial Intelligence"? co-located with the European Conference on Artificial Intelligence, 2016

Building a Domain Knowledge Model Based on a Concept Lattice Integrating Expert Constraints.
Proceedings of the Thirteenth International Conference on Concept Lattices and Their Applications, 2016

On Scaling of Fuzzy FCA to Pattern Structures.
Proceedings of the Thirteenth International Conference on Concept Lattices and Their Applications, 2016

2015
Discovering Structural Alerts for Mutagenicity Using Stable Emerging Molecular Patterns.
J. Chem. Inf. Model., 2015

Pattern Structures and Concept Lattices for Data Mining and Knowledge Processing.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Fast Generation of Best Interval Patterns for Nonmonotonic Constraints.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

SOFIA: How to Make FCA Polynomial?
Proceedings of the 4th International Workshop "What can FCA do for Artificial Intelligence?", 2015

Bridging DBpedia Categories and DL-Concept Definitions Using Formal Concept Analysis.
Proceedings of the 4th International Workshop "What can FCA do for Artificial Intelligence?", 2015

Mining Definitions from RDF Annotations Using Formal Concept Analysis.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Exploring Pattern Structures of Syntactic Trees for Relation Extraction.
Proceedings of the Formal Concept Analysis - 13th International Conference, 2015

Revisiting Pattern Structure Projections.
Proceedings of the Formal Concept Analysis - 13th International Conference, 2015

Revisiting Pattern Structures for Structured Attribute Sets.
Proceedings of the Twelfth International Conference on Concept Lattices and Their Applications, 2015

2014
On Evaluating Interestingness Measures for Closed Itemsets.
Proceedings of the STAIRS 2014, 2014

Is Concept Stability a Measure for Pattern Selection?
Proceedings of the Second International Conference on Information Technology and Quantitative Management, 2014

Scalable Estimates of Concept Stability.
Proceedings of the Formal Concept Analysis - 12th International Conference, 2014

Concept Stability as a Tool for Pattern Selection.
Proceedings of the 3rd International Workshop "What can FCA do for Artificial Intelligence"? co-located with the European Conference on Artificial Intelligence (ECAI 2014), 2014

2013
FCA and pattern structures for mining care trajectories.
Proceedings of the International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI at IJCAI 2013), 2013

On Projections of Sequential Pattern Structures (with an Application on Care Trajectories).
Proceedings of the Tenth International Conference on Concept Lattices and Their Applications, 2013

2012
A New Approach to Classification by Means of Jumping Emerging Patterns.
Proceedings of the International Workshop "What can FCA do for Artificial Intelligence?", 2012

A Hybrid Classification Approach based on FCA and Emerging Patterns - An application for the classification of biological inhibitors.
Proceedings of The Ninth International Conference on Concept Lattices and Their Applications, 2012


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