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Regular version of the site
Language Proficiency
English
French
Contacts
Phone:
8 (342) 254-41-61 (внутр. 662-71)
E-mail:
Address: room 217, 37а Gagarina Bulvar, Perm
Timetable
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SPIN-RSCI: 3825-0437
ORCID: 0000-0002-9317-8785
ResearcherID: E-4327-2014
Scopus AuthorID: 56018681500
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Office hours
10:00 -- 17:00
Supervisor
D. Potapov
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Aleksey V. Buzmakov

  • Aleksey V. Buzmakov has been at HSE since 2015.

Education and Degrees

  • 2015
    PhD
  • 2015

    Candidate of Sciences* (PhD)

  • 2011

    Master in Applied Mathematics and Physics
    Moscow Institute of Physics and Technology

  • 2009

    Bachelor in Applied Mathematics and Physics
    Moscow Institute of Physics and Technology

* Candidate of Sciences
According to the International Standard Classification of Education (ISCED) 2011, Candidate of Sciences belongs to ISCED level 8 - "doctoral or equivalent", together with PhD, DPhil, D.Lit, D.Sc, LL.D, Doctorate or similar. Candidate of Sciences allows its holders to reach the level of the Associate Professor.

Professional Interests

Student Term / Thesis Papers

Full list of of student term / thesis papers

Courses (2017/2018)

Courses (2017/2018)

Introduction to Machine Learning (Bachelor’s programme; Faculty of Economics, Management, and Business Informatics; programme "Economics"; 4th year, 1, 2 module)

Machine Learning (Master’s programme; Faculty of Economics, Management, and Business Informatics; programme "Information Analytics in Enterprise Management"; 2nd year, 1, 2 module)

Data Analysis Technologies (Master’s programme; Faculty of Economics, Management, and Business Informatics; programme "Information Analytics in Enterprise Management"; 1st year, 3, 4 module)

Data Management and Data Mining in Marketing (Master’s programme; Faculty of Economics, Management, and Business Informatics; programme "SMART Marketing: Data, Analysis, Insights"; 1st year, 3, 4 module)

Materials and Resourses

DataCamp MOOC for interactive study of R, Python, Data analysis, and Machine Learing.

Dissertation for a degree of Candidate of Science

2015

A. V. Buzmakov Моделирование процессов с состояниями сложной структуры на основе решёток замкнутых описаний

Publications

20181

Article Alam M., Buzmakov A. V., Napoli A. Exploratory Knowledge Discovery over Web of Data // Discrete Applied Mathematics. 2018

20172

  • Chapter Buzmakov A. V., Kuznetsov S., Napoli A. Efficient Mining of Subsample-Stable Graph Patterns, in: 2017 IEEE 17th International Conference on Data Mining (ICDM). New Orleans : IEEE, 2017. Ch. 89. P. 757-762. doi
  • Chapter Naidenova X., Buzmakov A. V., Parkhomenko V., Schukin A. Notes on relation between symbolic classifiers, in: Formal Concept Analysis for Knowledge Discovery. Proceedings of International Workshop on Formal Concept Analysis for Knowledge Discovery (FCA4KD 2017), Moscow, Russia, June 1, 2017. / Ed. by S. Kuznetsov, B. W. Watson. Vol. 1921. CEUR-WS.org, 2017. P. 88-103.

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Conferences

  • 2017
    IEEE International Conference on Data Mining (ICDM), 2017 (Новый Орлеан). Presentation: Efficient Mining of Subsample-Stable Graph Patterns
  • 2016
    The 13th International Conference on Concept Lattices and Their Applications (CLA2016) (Москва). Presentation: On Scaling of Fuzzy FCA to Pattern Structures
  • 2015
    13th International Conference on Formal Concept Analysis, ICFCA 2015 (Nerja). Presentation: Revisiting Pattern Structure Projection
  • Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015 (Porto). Presentation: Fast Generation of Best Interval Patterns for Nonmonotonic Constraint
  • 4th International Workshop "What can FCA do for Artificial Intelligence?", FCA4AI 2015 (Buenos Aires). Presentation: SOFIA: How to Make FCA Polynomial?

Timetable for today

Full timetable

French Scientist Amedeo Napoli Gave Lectures for HSE-Perm Students

From 29 November to 1 December Amedeo Napoli, head of the Orpailleur research group, Laboratory of Lorraine, gave a number of lectures on description logic for students of “Business-informatics” and “Software engineering” educational programmes.

Welcome Aboard: Post-Doc Introductions

Every year, HSE hires post-doctoral researchers from all over the world. And in 2017-18, more than 30 of them started work at laboratories and research centres in a large range of fields and specializations. The HSE Lookis pleased to introduce this year’s international researchers, so that you can learn more about your colleagues and find out about opportunities for potential collaboration.

Alexey Buzmakov Presented Paper at Conference in Porto

On September 7-11 the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases was held in Porto, Portugal.