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Ignatov, Dmitry I

Statistics Math-Net.Ru
Total publications: 5
Scientific articles: 3
Presentations: 1

Number of views:
This page:1447
Abstract pages:488
Full texts:462
References:81
Candidate of technical sciences (2010)
Speciality: 05.13.18 (Mathematical modelling, calculating methods, and the program systems)
Website: https://www.hse.ru/staff/dima
Keywords: closure operators, Galois Lattices, closed itemsets, Formal Concepts, biclustering, triclustering, multimodal clustering, Boolean Matrix Factorisation

Subject:

Galois Lattices, Concept Lattices, Formal Concept Analysis, Machine Learning, Data Mining

   
Main publications:
  1. Dmitry I. Ignatov, Dmitry V. Gnatyshak, Sergei O. Kuznetsov, Boris G. Mirkin, “Triadic Formal Concept Analysis and triclustering: searching for optimal patterns”, Machine Learning, 101:1-3 (2015), 271–302  crossref
  2. Dmitry I. Ignatov, “On closure operators related to maximal tricliques in tripartite hypergraphs”, Discret. Appl. Math., 249 (2018), 74–84  crossref
  3. Dmitry I. Ignatov, Sergei O. Kuznetsov, Jonas Poelmans, Leonid E. Zhukov, “Can triconcepts become triclusters?”, Int. J. Gen. Syst., 42:6 (2013), 572–593  crossref
  4. Jonas Poelmans, Sergei O. Kuznetsov, Dmitry I. Ignatov, Guido Dedene, “Formal Concept Analysis in knowledge processing: A survey on models and techniques”, Expert Syst. Appl., 40:16 (2013), 6601-6623  crossref
  5. Artem M. Grachev, Dmitry I. Ignatov, Andrey V. Savchenko, “Compression of recurrent neural networks for efficient language modeling”, Appl. Soft Comput., 79 (2019), 354-362  crossref

https://www.mathnet.ru/eng/person152141
https://scholar.google.com/citations?user=iExWnWsAAAAJ&hl=en
https://zbmath.org/authors/ai:ignatov.dmitry-i
https://mathscinet.ams.org/mathscinet/MRAuthorID/998009
https://elibrary.ru/author_items.asp?spin=3622-5421
https://orcid.org/0000-0002-6584-8534
https://www.webofscience.com/wos/author/record/D-9558-2014
https://www.scopus.com/authid/detail.url?authorId=56926915100
https://www.researchgate.net/profile/Dmitry-Ignatov
https://arxiv.org/a/ignatov_d_1

Publications in Math-Net.Ru Citations
2024
1. D. A. Lyutkin, D. V. Pozdnyakov, A. A. Solov'ev, D. V. Zhukov, M. Sh. I. Malik, D. I. Ignatov, “Transformer-based classification of user queries for medical consultancy”, Avtomat. i Telemekh., 2024, no. 3,  86–100  mathnet
2023
2. I. Safilo, D. Tikhonovich, A. V. Petrov, D. I. Ignatov, “MTS Kion implicit contextualised sequential dataset for movie recommendation”, Dokl. RAN. Math. Inf. Proc. Upr., 514:2 (2023),  333–342  mathnet  elib; Dokl. Math., 108:suppl. 2 (2023), S456–S464 1
2022
3. D. A. Egurnov, D. I. Ignatov, “Triclusters of close values for the analysis of 3D data”, Avtomat. i Telemekh., 2022, no. 6,  84–95  mathnet; Autom. Remote Control, 83:6 (2022), 894–902 1

2024
4. J. Basharias, D. I. Ignatov, S. O. Kuznetsov, S. A. Stupnikov, “Introductory remarks to the special issue devoted to DAMDID/RCDL-2023”, Avtomat. i Telemekh., 2024, no. 3,  3–5  mathnet
2015
5. Y. S. Kashnitsky, D. I. Ignatov, “Recommender-based classifier ensemble”, Intelligent systems. Theory and applications, 19:4 (2015),  37–55  mathnet

Presentations in Math-Net.Ru
1. Power Indicies for Attribution of JSM-hypotheses and Formal Concepts
Dmitry Ignatov
Colloquium of the Faculty of Computer Science
March 1, 2022 16:20   

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