Dmitry I. Ignatov | DeepAI

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Ekaterina Artemova
38 publications
Sergei O. Kuznetsov
17 publications
Alexander Semenov
15 publications
Tatiana Shavrina
14 publications
Andrey V. Savchenko
12 publications
Alena Fenogenova
9 publications
Yury Kashnitsky
7 publications
Rustam Tagiew
7 publications
Jonas Poelmans
2 publications
Leonard Kwuida
2 publications
Artem M. Grachev
2 publications

∙ 09/25/2022

On the Cryptomorphism between Davis' Subset Lattices, Atomic Lattices, and Closure Systems under T1 Separation Axiom

In this paper we count set closure systems (also known as Moore families...

0 Dmitry I. Ignatov, et al. ∙

∙ 02/25/2021

On Interpretability and Similarity in Concept-Based Machine Learning

Machine Learning (ML) provides important techniques for classification a...

0 Leonard Kwuida, et al. ∙

∙ 10/24/2020

Triclustering in Big Data Setting

In this paper, we describe versions of triclustering algorithms adapted ...

0 Dmitry Egurnov, et al. ∙

∙ 10/22/2020

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

Missing genotypes can affect the efficacy of machine learning approaches...

0 Dmitry I. Ignatov, et al. ∙

∙ 10/06/2020

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

DaNetQA, a new question-answering corpus, follows (Clark et. al, 2019) d...

0 Taisia Glushkova, et al. ∙

∙ 02/23/2020

Mixed Integer Programming for Searching Maximum Quasi-Bicliques

This paper is related to the problem of finding the maximal quasi-bicliq...

0 Dmitry I. Ignatov, et al. ∙

∙ 02/06/2019

Compression of Recurrent Neural Networks for Efficient Language Modeling

Recurrent neural networks have proved to be an effective method for stat...

0 Artem M. Grachev, et al. ∙

∙ 08/20/2017

Neural Networks Compression for Language Modeling

In this paper, we consider several compression techniques for the langua...

0 Artem M. Grachev, et al. ∙

∙ 03/08/2017

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

This paper is a tutorial on Formal Concept Analysis (FCA) and its applic...

0 Dmitry I. Ignatov, et al. ∙

∙ 02/27/2017

Multimodal Clustering for Community Detection

Multimodal clustering is an unsupervised technique for mining interestin...

0 Dmitry I. Ignatov, et al. ∙

∙ 02/17/2017

Towards a Unified Taxonomy of Biclustering Methods

Being an unsupervised machine learning and data mining technique, biclus...

0 Dmitry I. Ignatov, et al. ∙

∙ 01/27/2017

Bayesian Learning of Consumer Preferences for Residential Demand Response

In coming years residential consumers will face real-time electricity ta...

0 Mikhail V. Goubko, et al. ∙

∙ 04/21/2015

Can FCA-based Recommender System Suggest a Proper Classifier?

The paper briefly introduces multiple classifier systems and describes a...

0 Yury Kashnitsky, et al. ∙

∙ 02/23/2014

Reciprocity in Gift-Exchange-Games

This paper presents an analysis of data from a gift-exchange-game experi...

0 Rustam Tagiew, et al. ∙

∙ 11/30/2013

A Typology of Collaboration Platform Users

In this paper we present a review of the existing typologies of Internet...

0 Anastasia Bezzubtseva, et al. ∙

∙ 02/13/2012

Recommender System Based on Algorithm of Bicluster Analysis RecBi

In this paper we propose two new algorithms based on biclustering analys...

0 Dmitry I. Ignatov, et al. ∙

∙ 06/26/2009

Concept-based Recommendations for Internet Advertisement

The problem of detecting terms that can be interesting to the advertiser...

0 Dmitry I. Ignatov, et al. ∙

∙ 05/09/2009

Concept Stability for Constructing Taxonomies of Web-site Users

Owners of a web-site are often interested in analysis of groups of users...

0 Sergei O. Kuznetsov, et al. ∙

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