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Intelligent Data Analysis in Interactive Systems for Transdisciplinary Applications

Priority areas of development: IT and mathematics
Head: Kuznetsov, Sergei, Scedrov, Andre


Chernyavskiy A., Ilvovsky D. Extract and Aggregate: A Novel Domain-Independent Approach to Factual Data Verification, in: Proceedings of the Second Workshop on Fact Extraction and VERification (FEVER). Hong Cong : Association for Computational Linguistics, 2019. С. 69-78. 
Kuznetsov S., Demko C., Bertet K., Faucher C., Viaud J. Next Priority Concept: A new and generic algorithm computing concepts from complex and heterogeneous data, in: Electronic Procedings Theoretical Computer Science., 2020. С. 1-20. 
Kuznetsov S., Kaytoue M., Belfodil A. On pattern setups and pattern multistructures, in: International Journal of General Systems., 2020. С. 271-285. 
Belfodil A., Kuznetsov S., Kaytoue M. On pattern setups and pattern multistructures // International Journal of General Systems. 2020. Vol. 49. No. 8. P. 785-818. doi
Gerasimova O., Kikot S., Kurucz A., Podolskii V. V., Zakharyaschev M. A Data Complexity and Rewritability Tetrachotomy of Ontology-Mediated Queries with a Covering Axiom, in: Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning.: The International Joint Conference on Artificial Intelligence (IJCAI), 2020. С. 403-413. 
Ilvovsky D., Galitsky B. Dialogue management using extended discourse trees, in: Компьютерная лингвистика и интеллектуальные технологии: По материалам ежегодной международной конференции «Диалог» (Москва, 17 июня — 20 июня 2020 г.). Moscow : Изд-во РГГУ, 2020. С. 361-371. 
Kanovich M., Kuznetsov S., Nigam V., Scedrov A. Soft subexponentials and multiplexing, in: Automated Reasoning, 10th International Joint Conference, IJCAR 2020, Part I. Cham : Springer, 2020. С. 500-517. 
Kuznetsov S., Makhalova T., Napoli A. Adaptive Multi-model Approaches to Pattern Set Mining, in: Proceedings of the 9th European Starting AI Researchers' Symposium 2020 co-located with 24th European Conference on Artificial Intelligence (ECAI 2020).: CEUR-WS, 2020. С. 1-8. 
Kuznetsov S., Napoli A., Makhalova T. Gradual Discovery with Closure Structure of a Concept Lattice, in: The 15th International Conference on Concept Lattices and Their Applications CLA2020.: CEUR-WS, 2020. С. 145-157. 
Maksimenkova O. V., Neznanov A., Radchenko I. Collaborative Learning in Data Science Education: A Data Expedition as a Formative Assessment Tool, in: The Challenges of the Digital Transformation in Education. Switzerland : Springer, 2020. С. 14-25. 
Makhalova T., Ilvovsky D., Galitsky B., Goncharova E. FCA-based Approach for Interactive Query Refinement with IR-chatbots, in: RAAI 2020 Russian Advances in Artificial Intelligence 2020 Selected Contributions of the "Russian Advances in Artificial Intelligence" Track at RCAI 2020 co-located with 18th Russian Conference on Artificial Intelligence (RCAI 2020).: CEUR-WS, 2020. С. 144-156. 
Смирнов Д. М., Ильвовский Д. А. Обогащение контекста вопросов знаниями из ConceptNet для улучшения точности ответов, in: Компьютерная лингвистика и интеллектуальные технологии: По материалам ежегодной международной конференции «Диалог» (Москва, 17 июня — 20 июня 2020 г.). Доклады студенческой сессии.., 2020. 
Tyuryumina E., Neznanov A., Turumin J. L. A mathematical model to predict the diagnostics periods for the secondary distant metastases in patients with ER/PR/HER2/Ki-67 subtypes of breast cancer, in: Proceedings of the AMIA 2020 Annual Symposium. United States of America : AMIA, 2020. С. 1653-1654. 
Chernyavskiy A., Ilvovsky D., Nakov P. aschern at SemEval-2020 Task 11: It Takes Three to Tango: RoBERTa, CRF, and Transfer Learning, in: Proceedings of the 14th International Workshop on Semantic Evaluation (SemEval-2020).: Association for Computational Linguistics, 2020. С. 1462-1468. 
Chernyavskiy A., Ilvovsky D. DSNDM: Deep Siamese Neural Discourse Model with Attention for Text Pairs Categorization and Ranking, in: Proceedings of the First Workshop on Computational Approaches to Discourse.: Association for Computational Linguistics, 2020. С. 76-85. 
Chernyavskiy A., Ilvovsky D. Recursive Neural Text Classification Using Discourse Tree Structure for Argumentation Mining and Sentiment Analysis Tasks, in: Foundations of Intelligent Systems. 25th International Symposium on Methodologies for Intelligent Systems: ISMIS 2020.: Springer, 2020. С. 90-101. 
Kuznetsov S. A \(\Pi^0_1\)-bounded fragment of infinitary action logic with exponential, in: Logic, Language, and Security. Essays Dedicated to Andre Scedrov on the Occasion of His 65th Birthday. Cham : Springer, 2020. С. 3-16. 
Kanovich M., Kuznetsov S., Scedrov A. The multiplicative-additive Lambek calculus with subexponential and bracket modalities // Journal of Logic, Language and Information. 2021. Vol. 30. No. 1. P. 31-88. doi
Beresneva E., Gordenko M., Maksimenkova O. V., Neznanov A. Cloud-Based Education: Why Corporate Educational Platforms Lead Total Distance Learning Shift?, in: Visions and Concepts for Education 4.0. ICBL 2020. Advances in Intelligent Systems and Computing.: Springer, 2021. С. 335-346. 
Beresneva E., Gordenko M., Maksimenkova O. V., Neznanov A. The Lessons of Forced Distance Learning: Software Engineering Approach in the Gap of Generations of Educational Software, in: Educating Engineers for Future Industrial Revolutions. ICL 2020, vol 1. Advances in Intelligent Systems and Computing.: Springer, 2021. С. 54-65.