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Scopus Author ID: 57224985473

Keywords

Supervised machine learning, Formal Concept Analysis, Rule-based machine learning

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Employment (2)

Higher School of Economics: Moscow, Moscow, RU

2021-04 to 2022-12 | Research Assistant (International Laboratory for Intelligent Systems and Structural Analysis)
Employment
Source: Self-asserted source
Egor Dudyrev

Sportmaster: Moscow, RU

2018-11-11 to 2021-04-05 | Data Scientist (Data Warehouse and Data Science)
Employment
Source: Self-asserted source
Egor Dudyrev

Education and qualifications (2)

National Research University Higher School of Economics: Moscow, RU

2021-11 to present | Doctoral student (Faculty of Computer Science)
Education
Source: Self-asserted source
Egor Dudyrev

National Research University Higher School of Economics: Moscow, RU

2019-09-01 to 2021-06 | Master (Computer Science)
Education
Source: Self-asserted source
Egor Dudyrev

Works (8)

Document Classification via Stable Graph Patterns and Conceptual AMR Graphs

2024 | Book chapter
DOI: 10.1007/978-3-031-67868-4_19
Contributors: Eric George Parakal; Egor Dudyrev; Sergei O. Kuznetsov; Amedeo Napoli
Source: check_circle
Crossref

Data complexity: An FCA-based approach

International Journal of Approximate Reasoning
2024-02 | Journal article
DOI: 10.1016/j.ijar.2023.109084
Contributors: Alexey Buzmakov; Egor Dudyrev; Sergei O. Kuznetsov; Tatiana Makhalova; Amedeo Napoli
Source: check_circle
Crossref

Description Quivers for Compact Representation of Concept Lattices and Ensembles of Decision Trees

2023 | Book chapter
DOI: 10.1007/978-3-031-35949-1_9
Contributors: Egor Dudyrev; Sergei O. Kuznetsov; Amedeo Napoli
Source: check_circle
Crossref

Experimental Study of Concise Representations of Concepts and Dependencies

arXiv
2022 | Other
EID:

2-s2.0-85130423230

Part of ISSN: 23318422
Contributors: Buzmakov, A.; Dudyrev, E.; Kuznetsov, S.O.; Makhalova, T.; Napoli, A.
Source: Self-asserted source
Egor Dudyrev via Scopus - Elsevier

Human knowledge models: Learning applied knowledge from the data

PLOS ONE
2022-10-20 | Journal article
DOI: 10.1371/journal.pone.0275814
Part of ISSN: 1932-6203
Contributors: Egor Dudyrev
Source: Self-asserted source
Egor Dudyrev

Decision concept lattice vs. decision trees and random forests

arXiv
2021 | Other
EID:

2-s2.0-85108805195

Part of ISSN: 23318422
Contributors: Dudyrev, E.; Kuznetsov, S.O.
Source: Self-asserted source
Egor Dudyrev via Scopus - Elsevier

Decision Concept Lattice vs. Decision Trees and Random Forests

2021 | Book chapter
DOI: 10.1007/978-3-030-77867-5_16
Contributors: Egor Dudyrev; Sergei O. Kuznetsov
Source: check_circle
Crossref
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Preferred source (of 2)‎

Summation of decision trees

CEUR Workshop Proceedings
2021 | Conference paper
EID:

2-s2.0-85117070223

Part of ISSN: 16130073
Contributors: Dudyrev, E.; Kuznetsov, S.O.
Source: Self-asserted source
Egor Dudyrev via Scopus - Elsevier
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