Dmitry I. Ignatov

According to our database1, Dmitry I. Ignatov authored at least 81 papers between 2009 and 2020.

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Bibliography

2020
Triclustering in Big Data Setting.
CoRR, 2020

Object-Attribute Biclustering for Elimination of Missing Genotypes in Ischemic Stroke Genome-Wide Data.
CoRR, 2020

DaNetQA: a yes/no Question Answering Dataset for the Russian Language.
CoRR, 2020

Mixed Integer Programming for Searching Maximum Quasi-Bicliques.
CoRR, 2020

Interpretable Concept-Based Classification with Shapley Values.
Proceedings of the Ontologies and Concepts in Mind and Machine, 2020

Shapley and Banzhaf Vectors of a Formal Concept.
Proceedings of the Fifthteenth International Conference on Concept Lattices and Their Applications, 2020

2019
Compression of recurrent neural networks for efficient language modeling.
Appl. Soft Comput., 2019

Efficient Language Modeling with Automatic Relevance Determination in Recurrent Neural Networks.
Proceedings of the 4th Workshop on Representation Learning for NLP, 2019

Multimodal Clustering of Boolean Tensors on MapReduce: Experiments Revisited.
Proceedings of the Supplementary Proceedings of ICFCA 2019 Conference and Workshops, 2019

Preliminary Results on Mixed Integer Programming for Searching Maximum Quasi-Bicliques and Large Dense Biclusters.
Proceedings of the Supplementary Proceedings of ICFCA 2019 Conference and Workshops, 2019

Triclustring Toolbox.
Proceedings of the Supplementary Proceedings of ICFCA 2019 Conference and Workshops, 2019

2018
On closure operators related to maximal tricliques in tripartite hypergraphs.
Discret. Appl. Math., 2018

Realistic post-processing of rendered 3D scenes.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2018

A hybrid two-stage recommender system for automatic playlist continuation.
Proceedings of the ACM Recommender Systems Challenge, 2018

Understanding Collaborative Filtering with Galois Connections.
Proceedings of the 6th International Workshop "What can FCA do for Artificial Intelligence"? co-located with International Joint Conference on Artificial Intelligence and European Conference on Artificial Intelligence (IJCAI/ECAI 2018), 2018

Tree-Based Ensembles for Predicting the Bottomhole Pressure of Oil and Gas Well Flows.
Proceedings of the Analysis of Images, Social Networks and Texts, 2018

Extraction of Visual Features for Recommendation of Products via Deep Learning.
Proceedings of the Analysis of Images, Social Networks and Texts, 2018

2017
Multimodal Clustering for Community Detection.
Proceedings of the Formal Concept Analysis of Social Networks, 2017

Towards a Unified Taxonomy of Biclustering Methods.
CoRR, 2017

Multimodal Clustering for Community Detection.
CoRR, 2017

Bayesian Learning of Consumer Preferences for Residential Demand Response.
CoRR, 2017

Turning Krimp into a Triclustering Technique on Sets of Attribute-Condition Pairs that Compress.
Proceedings of the Rough Sets - International Joint Conference, 2017

Neural Networks Compression for Language Modeling.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

On Containment of Triclusters Collections Generated by Quantified Box Operators.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

Predicting Winning Team and Probabilistic Ratings in "Dota 2" and "Counter-Strike: Global Offensive" Video Games.
Proceedings of the Analysis of Images, Social Networks and Texts, 2017

2016
10th Russian Summer School in Information Retrieval (RuSSIR 2016).
SIGIR Forum, 2016

Online recommender system for radio station hosting based on information fusion and adaptive tag-aware profiling.
Expert Syst. Appl., 2016

Towards a closure operator for enumeration of maximal tricliques in tripartite hypergraphs.
CoRR, 2016

Learning Interpretable Prefix-Based Patterns from Demographic Sequences.
Proceedings of the Intelligent Data Processing, 11th International Conference, 2016

Gift Ratios in Laboratory Experiments.
Proceedings of the Third Workshop on Experimental Economics and Machine Learning co-located with the 13th International Conference on Concept Lattices and Their Applications (CLA 2016), 2016

A Lattice-based Consensus Clustering Algorithm.
Proceedings of the Thirteenth International Conference on Concept Lattices and Their Applications, 2016

What is a Fair Value of Your Recommendation List?
Proceedings of the Third Workshop on Experimental Economics and Machine Learning co-located with the 13th International Conference on Concept Lattices and Their Applications (CLA 2016), 2016

2015
9th Russian Summer School in Information Retrieval (RuSSIR 2015).
SIGIR Forum, 2015

Triadic Formal Concept Analysis and triclustering: searching for optimal patterns.
Mach. Learn., 2015

Two-stage Cascaded Classifier for Purchase Prediction.
CoRR, 2015

Can FCA-based Recommender System Suggest a Proper Classifier?
CoRR, 2015

Economics of Internet-Based Hospitality Exchange.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Pattern Mining and Machine Learning for Demographic Sequences.
Proceedings of the Knowledge Engineering and Semantic Web - 6th International Conference, 2015

RAPS: A Recommender Algorithm Based on Pattern Structures.
Proceedings of the 4th International Workshop "What can FCA do for Artificial Intelligence?", 2015

Hospitality Exchange Services as a Source of Spatial and Social Data?
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Putting OAC-triclustering on MapReduce.
Proceedings of the Twelfth International Conference on Concept Lattices and Their Applications, 2015

Context-Aware Recommender System Based on Boolean Matrix Factorisation.
Proceedings of the Twelfth International Conference on Concept Lattices and Their Applications, 2015

Similarity Aggregation for Collaborative Filtering.
Proceedings of the Analysis of Images, Social Networks and Texts, 2015

2014
8th Russian Summer School in Information Retrieval (RuSSIR 2014).
SIGIR Forum, 2014

Fuzzy and rough formal concept analysis: a survey.
Int. J. Gen. Syst., 2014

Experimental economics for web mining.
CoRR, 2014

Reciprocity in Gift-Exchange-Games.
CoRR, 2014

Learning Hypotheses from Triadic Labeled Data.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Online Recommender System for Radio Station Hosting: Experimental Results Revisited.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Recommender System for Crowdsourcing Platform Witology.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Recommendation of Ideas and Antagonists for Crowdsourcing Platform Witology.
Proceedings of the Information Retrieval, 2014

Introduction to Formal Concept Analysis and Its Applications in Information Retrieval and Related Fields.
Proceedings of the Information Retrieval, 2014

Concept Learning from Triadic Data.
Proceedings of the Second International Conference on Information Technology and Quantitative Management, 2014

FCA-Based Recommender Models and Data Analysis for Crowdsourcing Platform Witology.
Proceedings of the Graph-Based Representation and Reasoning, 2014

A One-pass Triclustering Approach: Is There any Room for Big Data?
Proceedings of the Eleventh International Conference on Concept Lattices and Their Applications, 2014

Boolean Matrix Factorisation for Collaborative Filtering: An FCA-Based Approach.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2014

2013
Can triconcepts become triclusters?
Int. J. Gen. Syst., 2013

Formal Concept Analysis in knowledge processing: A survey on models and techniques.
Expert Syst. Appl., 2013

Formal concept analysis in knowledge processing: A survey on applications.
Expert Syst. Appl., 2013

An FCA-based Boolean Matrix Factorisation for Collaborative Filtering.
CoRR, 2013

A Typology of Collaboration Platform Users.
CoRR, 2013

Social Learning in Networks: Extraction of Deterministic Rules.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

The Early Booking Effect and Other Determinants of Hotel Room Prices in Europe.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

FCA-Based Models and a Prototype Data Analysis System for Crowdsourcing Platforms.
Proceedings of the Conceptual Structures for STEM Research and Education, 2013

Doctoral Consortium at ECIR 2013.
Proceedings of the Advances in Information Retrieval, 2013

Near-Duplicate Detection for Online-Shops Owners: An FCA-Based Approach.
Proceedings of the Advances in Information Retrieval, 2013

From Triadic FCA to Triclustering: Experimental Comparison of Some Triclustering Algorithms.
Proceedings of the Tenth International Conference on Concept Lattices and Their Applications, 2013

2012
Semi-automated knowledge discovery: identifying and profiling human trafficking.
Int. J. Gen. Syst., 2012

Concept Relation Discovery and Innovation Enabling Technology (CORDIET)
CoRR, 2012

Recommender System Based on Algorithm of Bicluster Analysis RecBi
CoRR, 2012

A New Cross-Validation Technique to Evaluate Quality of Recommender Systems.
Proceedings of the Perception and Machine Intelligence - First Indo-Japan Conference, 2012

Text Mining Scientific Papers: A Survey on FCA-Based Information Retrieval Research.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2012

Concept-Based Biclustering for Internet Advertisement.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Online Recommender System for Radio Station Hosting.
Proceedings of the Perspectives in Business Informatics Research, 2012

Gaining Insight in Social Networks with Biclustering and Triclustering.
Proceedings of the Perspectives in Business Informatics Research, 2012

2011
From Triconcepts to Triclusters.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

How University Entrants are Choosing Their Department? Mining of University Admission Process with FCA Taxonomies.
Proceedings of the 4th International Conference on Educational Data Mining, 2011

What Can Closed Sets of Students and Their Marks Say?
Proceedings of the 4th International Conference on Educational Data Mining, 2011

2009
Concept-based Recommendations for Internet Advertisement
CoRR, 2009

Concept Stability for Constructing Taxonomies of Web-site Users
CoRR, 2009

Frequent Itemset Mining for Clustering Near Duplicate Web Documents.
Proceedings of the Conceptual Structures: Leveraging Semantic Technologies, 2009


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