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On Interpretability and Similarity in Concept-Based Machine Learning


Feb 25, 2021
Léonard Kwuida, Dmitry I. Ignatov

* Invited Talk at AIST 2020 

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Object-Attribute Biclustering for Elimination of Missing Genotypes in Ischemic Stroke Genome-Wide Data


Oct 25, 2020
Dmitry I. Ignatov, Gennady V. Khvorykh, Andrey V. Khrunin, Stefan Nikolić, Makhmud Shaban, Elizaveta A. Petrova, Evgeniya A. Koltsova, Fouzi Takelait, Dmitrii Egurnov

* AIST 2020 (CCIS series) 
* Accepted to AIST 2020 

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Triclustering in Big Data Setting


Oct 24, 2020
Dmitry Egurnov, Dmitry I. Ignatov, Dmitry Tochilkin

* LNCS (2020) 
* The paper contains an extended version of the prior work presented at the workshop on FCA in the Big Data Era held on June 25, 2019 at Frankfurt University of Applied Sciences, Frankfurt, Germany 

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DaNetQA: a yes/no Question Answering Dataset for the Russian Language


Oct 15, 2020
Taisia Glushkova, Alexey Machnev, Alena Fenogenova, Tatiana Shavrina, Ekaterina Artemova, Dmitry I. Ignatov

* Analysis of Images, Social Networks and Texts - 9 th International Conference, AIST 2020, Skolkovo, Russia, October 15-16, 2020, Revised Selected Papers. Lecture Notes in Computer Science (https://dblp.org/db/series/lncs/index.html), Springer 2020 

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Mixed Integer Programming for Searching Maximum Quasi-Bicliques


Feb 23, 2020
Dmitry I. Ignatov, Polina Ivanova, Albina Zamaletdinova

* Springer Proceedings in Mathematics & Statistics, vol 315. Springer, Cham (2020) 
* This paper draft is stored here for self-archiving purposes 

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Compression of Recurrent Neural Networks for Efficient Language Modeling


Feb 06, 2019
Artem M. Grachev, Dmitry I. Ignatov, Andrey V. Savchenko

* 25 pages, 3 tables, 4 figures 

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Neural Networks Compression for Language Modeling


Aug 20, 2017
Artem M. Grachev, Dmitry I. Ignatov, Andrey V. Savchenko

* Keywords: LSTM, RNN, language modeling, low-rank factorization, pruning, quantization. Published by Springer in the LNCS series, 7th International Conference on Pattern Recognition and Machine Intelligence, 2017 

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Introduction to Formal Concept Analysis and Its Applications in Information Retrieval and Related Fields


Mar 08, 2017
Dmitry I. Ignatov

* RuSSIR 2014, Nizhniy Novgorod, Russia, CCIS vol. 505, Springer 42-141 

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