• A
  • A
  • A
  • ABC
  • ABC
  • ABC
  • А
  • А
  • А
  • А
  • А
Regular version of the site

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

Priority areas of development: IT and mathematics
2019

Publications:


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 / Ed. by W. M. van der Aalst, V. Batagelj, D. I. Ignatov, M. Y. Khachay, V. Kuskova, A. Kutuzov, S. Kuznetsov, I. A. Lomazova, N. Loukachevitch, A. Napoli, P. M. Pardalos, M. Pelillo, A. Savchenko, E. Tutubalina. Vol. 11832. Cham : Springer, 2019. doi P. 3-8. doi
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 Vol. 1086. Springer, 2020. doi P. 315-325. doi
Gizdatullin D., Baixeries J., Ignatov D. I., Mitrofanova E., Muratova A., Espy IV 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 / Ed. by D. I. Ignatov, В. В. Стрижов, К. В. Воронцов. Vol. 794. Switzerland : Springer, 2019. doi Ch. 6. P. 74-91. doi
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 / Ed. by A. V. Buzmakov, K. Heinrich, D. I. Ignatov, D. Potapov, R. Tagiew. Vol. 2479. CEUR Workshop Proceedings, 2019. Ch. 8. P. 89-99.
AIST: International Conference on Analysis of Images, Social Networks and Texts. 8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers / Ed. by W. van der Aalst, V. Batagelj, D. I. Ignatov, М. Ю. Хачай, V. Kuskova, A. Kutuzov, S. Kuznetsov, I. A. Lomazova, N. V. Loukachevitch, A. Napoli, P. M. Pardalos, M. Pelillo, A. Savchenko, E. Tutubalina. Vol. 1086. Cham: Springer, 2020. doi
Intelligent Data Processing 11th International Conference, IDP 2016, Barcelona, Spain, October 10–14, 2016, Revised Selected Papers / Ed. by D. I. Ignatov, В. В. Стрижов, К. В. Воронцов. Vol. 794. Switzerland : Springer, 2019. doi
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 / Ed. by Y. Kabanov. Springer, 2019. doi P. 68-81. doi
Anna Muratova, 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) / Ed. by D. I. Ignatov. Aachen : CEUR Workshop Proceedings, 2019. P. 18-31.
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. P. 218-229. doi
Timur Kadyrov, 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 / Ed. by A. V. Buzmakov, K. Heinrich, D. I. Ignatov, D. Potapov, R. Tagiew. Vol. 2479. CEUR Workshop Proceedings, 2019. P. 77-88.
Artemova E., Harma A., Polyakov A. Active Learning for Conversational Interfaces in Healthcare Applications, in: Artificial Intelligence in Health. Springer Publishing Company, 2019. doi Ch. 3. P. 48-58. doi
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. P. 205-217. doi
Ignatov D. I., Иванова П., Замалетдинова А. Mixed Integer Programming for Searching Maximum Quasi-Bicliques, in: Network Algorithms, Data Mining, and Applications. NET, Moscow, Russia, May 2018 / Ed. by I. S. Bychkov, V. A. Kalyagin, P. M. Pardalos, O. Prokopyev. Springer, 2020. doi Ch. 2. P. 19-35. doi
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. Association for Computational Linguistics, 2019. P. 94-99. doi
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. Association for Computational Linguistics, 2019. P. 56-62. doi
Analysis of Images, Social Networks and Texts. 8th International Conference, AIST 2019, Lecture Notes in Computer Science, Revised Selected Papers / Ed. by W. M. van der Aalst, V. Batagelj, D. I. Ignatov, M. Y. Khachay, V. Kuskova, A. Kutuzov, S. Kuznetsov, I. A. Lomazova, N. Loukachevitch, A. Napoli, P. M. Pardalos, M. Pelillo, A. Savchenko, E. Tutubalina. Vol. 11832. Cham : Springer, 2019. doi
Сендерович М. А. ПРОЕКТНОЕ ПРЕДЛОЖЕНИЕ: АВТОМАТИЗИРОВАННЫЙ ПОДХОД К РЕКОМЕНДАТЕЛЬНЫМ СИСТЕМАМ // В кн.: Межвузовская научно-техническая конференция студентов, аспирантов и молодых специалистов им. Е.В. Арменского / Под общ. ред.: Е. А. Крук, С. А. Аксенов, С. М. Авдошин, У. В. Аристова, Г. Г. Бондаренко, Л. С. Восков, А. А. Елизаров, Э. С. Клышинский, А. Б. Лось, Н. С. Титкова. М. : МИЭМ НИУ ВШЭ, 2019. С. 223-224.