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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...
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02/25/2021
On Interpretability and Similarity in Concept-Based Machine Learning
Machine Learning (ML) provides important techniques for classification a...
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10/24/2020
Triclustering in Big Data Setting
In this paper, we describe versions of triclustering algorithms adapted ...
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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...
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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...
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02/23/2020
Mixed Integer Programming for Searching Maximum Quasi-Bicliques
This paper is related to the problem of finding the maximal quasi-bicliq...
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02/06/2019
Compression of Recurrent Neural Networks for Efficient Language Modeling
Recurrent neural networks have proved to be an effective method for stat...
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08/20/2017
Neural Networks Compression for Language Modeling
In this paper, we consider several compression techniques for the langua...
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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...
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02/27/2017
Multimodal Clustering for Community Detection
Multimodal clustering is an unsupervised technique for mining interestin...
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02/17/2017
Towards a Unified Taxonomy of Biclustering Methods
Being an unsupervised machine learning and data mining technique, biclus...
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01/27/2017
Bayesian Learning of Consumer Preferences for Residential Demand Response
In coming years residential consumers will face real-time electricity ta...
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04/21/2015
Can FCA-based Recommender System Suggest a Proper Classifier?
The paper briefly introduces multiple classifier systems and describes a...
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02/23/2014
Reciprocity in Gift-Exchange-Games
This paper presents an analysis of data from a gift-exchange-game experi...
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11/30/2013
A Typology of Collaboration Platform Users
In this paper we present a review of the existing typologies of Internet...
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02/13/2012
Recommender System Based on Algorithm of Bicluster Analysis RecBi
In this paper we propose two new algorithms based on biclustering analys...
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06/26/2009
Concept-based Recommendations for Internet Advertisement
The problem of detecting terms that can be interesting to the advertiser...
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05/09/2009