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Development of Mathematical Models and Methods for Recommender Systems and Natural Language Processing

Priority areas of development: IT and mathematics
2019

Publications:


Алексейчук Н. Н., Sarkisyan V., Emelyanov A., Artemova E. Processing and Analysis of Russian Strategic Planning Programs, in: Digital Transformation and Global Society. Fourth International Conference, DTGS 2019, St. Petersburg, Russia, June 19–21, 2019, Revised Selected Papers.: Springer, 2019. С. 68-81. 
Artemova E., Harma A., Polyakov A. Active Learning for Conversational Interfaces in Healthcare Applications, in: Artificial Intelligence in Health.: Springer Publishing Company, 2019. С. 48-58. 
Emelyanov A., Artemova E. Multilingual Named Entity Recognition Using Pretrained Embeddings, Attention Mechanism and NCRF, in: Proceedings of the 7th Workshop on Balto-Slavic Natural Language Processing, 2019, Florence, Italy, Association for Computational Linguistics., 2019. С. 94-99. 
Gizdatullin D., Baixeries J., Ignatov D. I., Mitrofanova E., Muratova A., Espy I. T. H. Learning Interpretable Prefix-Based Patterns from Demographic Sequences, in: Intelligent Data Processing 11th International Conference, IDP 2016, Barcelona, Spain, October 10–14, 2016, Revised Selected Papers. Switzerland : Springer, 2019. С. 74-91. 
Ignatov D. I., Michael F. General Game Playing B-to-B Price Negotiations⋆, in: Proceedings of the Fifth International Workshop on Experimental Economics and Machine Learning (EEML 2019),Perm, Russia, September 26, 2019.: CEUR Workshop Proceedings, 2019. С. 89-99. 
Timur K., Ignatov D. I. Attribution of Customers’ Actions Based on Machine Learning Approach, in: Proceedings of the Fifth International Workshop on Experimental Economics and Machine Learning (EEML 2019),Perm, Russia, September 26, 2019.: CEUR Workshop Proceedings, 2019. С. 77-88. 
Kutuzov A. B., Никишина И. А. Double-Blind Peer-Reviewing and Inclusiveness in Russian NLP Conferences, in: Analysis of Images, Social Networks and Texts. 8th International Conference, AIST 2019, Lecture Notes in Computer Science, Revised Selected Papers. Cham : Springer, 2019. С. 3-8. 
Anna M., Islam R., Mitrofanova E., Ignatov D. I. Searching for Interpretable Demographic Patterns, in: Proceedings of the Fifth Workshop on Experimental Economics and Machine Learning at the National Research University Higher School of Economics co-located with the Seventh International Conference on Applied Research in Economics (iCare7). Aachen : CEUR Workshop Proceedings, 2019. С. 18-31. 
Popov D., Pugachev A., Svyatokum P., Svitanko E., Artemova E. Evaluation of Sentence Embedding Models for Natural Language Understanding Problems in Russian, in: Analysis of Images, Social Networks and Texts. 8th International Conference AIST 2019.: Springer, 2019. С. 205-217. 
Puzyrev D., Shelmanov A., Panchenko A., Artemova E. A Dataset for Noun Compositionality Detection for a Slavic Language, in: Proceedings of the 7th Workshop on Balto-Slavic Natural Language Processing, 2019, Florence, Italy, Association for Computational Linguistics., 2019. С. 56-62. 
Puzyrev D. A., Shelmanov A., Panchenko A., Artemova E. Noun Compositionality Detection using Distributional Semantics for the Russian Language, in: Analysis of Images, Social Networks and Texts. 8th International Conference AIST 2019.: Springer, 2019. С. 218-229. 
Сендерович М. А. ПРОЕКТНОЕ ПРЕДЛОЖЕНИЕ: АВТОМАТИЗИРОВАННЫЙ ПОДХОД К РЕКОМЕНДАТЕЛЬНЫМ СИСТЕМАМ, in: Межвузовская научно-техническая конференция студентов, аспирантов и молодых специалистов им. Е.В. Арменского. Москва : МИЭМ НИУ ВШЭ, 2019. С. 223-224. 
Ignatov D. I., Иванова П., Замалетдинова А. Mixed Integer Programming for Searching Maximum Quasi-Bicliques, in: Network Algorithms, Data Mining, and Applications. Springer Proceedings in Mathematics & Statistics.: Springer, 2020. С. 19-35. 
Kiselev D., Makarov I. Prediction of New Itinerary Markets for Airlines via Network Embedding, in: Analysis of Images, Social Networks and Texts. 8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers. Communications in Computer and Information Science.: Springer, 2020. С. 315-325.