Artificial Intelligence: 17th Russian Conference, RCAI 2019, Ulyanovsk, Russia, October 21–25, 2019, Proceedings

Description

This book constitutes the proceedings of the 17th Russian Conference on Artificial Intelligence, RCAI 2019, held in Ulyanovsk, Russia, in October 2019. The 23 full papers presented along with 7 short papers in this volume were carefully reviewed and selected from 130 submissions. The conference deals with a wide range of topics, including multi-agent systems, intelligent robots and behaviour planning; automated reasoning and data mining; natural language processing and understanding of texts; fuzzy models and soft computing; intelligent systems and applications. Front Matter ....Pages i-xiii Front Matter ....Pages 1-1 Modeling the Structure of MIMO-Agents and Their Interactions (Liudmila Yu. Zhilyakova)....Pages 3-16 Redistributing Animats Between Groups (Irina Karpova)....Pages 17-29 Hierarchical Reinforcement Learning with Clustering Abstract Machines (Skrynnik Alexey, Aleksandr I. Panov)....Pages 30-43 Hierarchical Control Architecture for a Learning Robot Based on Heterogenic Behaviors (Maxim Rovbo, Anton Moscowsky, Petr Sorokoumov)....Pages 44-55 Front Matter ....Pages 57-57 Stock Prices Forecasting with LSTM Networks (Tatyana Vasyaeva, Tatyana Martynenko, Sergii Khmilovyi, Natalia Andrievskaya)....Pages 59-69 Using a Hamming Neural Network to Predict Bond Strength of Welded Connections (Vitaliy Klimov, Alexey Klimov, Sergey Mkrtychev)....Pages 70-80 Thematic Mapping and Evaluation of Temporary Sequence of Multi-zone Satellite Images (Vitaliy Dementiev, Andrey Frenkel, Dmitriy Kondratiev, Anastasia Streltsova)....Pages 81-92 Hierarchical Representation of Information Objects in a Digital Library Environment (Nikolay Kalenov, Irina Sobolevskaya, Alexandr Sotnikov)....Pages 93-104 Extended Stepping Theories of Active Logic: Declarative Semantics (Michael Vinkov, Igor Fominykh)....Pages 105-114 Logical Classification of Partially Ordered Data (Elena V. Djukova, Gleb O. Masliakov, Petr A. Prokofyev)....Pages 115-126 Front Matter ....Pages 127-127 Ontology-Driven Processing of Unstructured Text (Olga Nevzorova, Vladimir Nevzorov)....Pages 129-142 Towards Automated Identification of Technological Trajectories (Sergey S. Volkov, Dmitry A. Devyatkin, Ilia V. Sochenkov, Ilya A. Tikhomirov, Natalia V. Toganova)....Pages 143-153 Development of the Lexicon of Argumentation Indicators (Irina Kononenko, Elena Sidorova)....Pages 154-168 A Technique to Pre-trained Neural Network Language Model Customization to Software Development Domain (Pavel V. Dudarin, Vadim G. Tronin, Kirill V. Svyatov)....Pages 169-176 Predicting Personality Traits from Social Network Profiles (Maxim Stankevich, Andrey Latyshev, Natalia Kiselnikova, Ivan Smirnov)....Pages 177-188 Extraction of Cognitive Operations from Scientific Texts (Dmitry Devyatkin)....Pages 189-200 Front Matter ....Pages 201-201 Evolutionary Design of Fuzzy Systems Based on Multi-objective Optimization and Dempster-Shafer Schemes (Alexander I. Dolgiy, Sergey M. Kovalev, Anna E. Kolodenkova, Andrey V. Sukhanov)....Pages 203-217 Randomized General Indices for Evaluating Damage Through Malefactor Social Engineering Attacks (Artur Azarov, Olga Vasileva, Tatiana Tulupyeva)....Pages 218-225 Multiclass Classification Based on the Convolutional Fuzzy Neural Networks (V. V. Borisov, K. P. Korshunova)....Pages 226-233 Algebraic Bayesian Networks: Naïve Frequentist Approach to Local Machine Learning Based on Imperfect Information from Social Media and Expert Estimates (Nikita A. Kharitonov, Anatoly G. Maximov, Alexander L. Tulupyev)....Pages 234-244 Inference Methods for One Class of Systems with Many Fuzzy Inputs (Vasiliy Sinuk, Maxim Panchenko)....Pages 245-255 Front Matter ....Pages 257-257 Chaotic Phenomena in Collective Behavior (Vadim L. Stefanuk, Tatjana O. Zemtsova)....Pages 259-270 Data Collection and Preparation of Training Samples for Problem Diagnosis of Vision Pathologies (Alexander P. Eremeev, Sergey A. Ivliev)....Pages 271-282 Using Ontology Engineering Methods for Organizing the Information Interaction Between Relational Databases (Nadezhda Yarushkina, Anton Romanov, Aleksey Filippov)....Pages 283-297 Technology of Personalized Preventive Recommendation Formation Based on Disease Risk Assessment (Oleg G. Grigoriev, Alexey I. Molodchenkov)....Pages 298-309 Constructing Features of Competence-Oriented Specialist Models Based on Tutoring Integrated Expert Systems Technology (Galina V. Rybina, Andrey Y. Nikiforov, Elena S. Fontalina, Ilya A. Sorokin)....Pages 310-319 UAV Trajectory Tracking Based on Local Interpolating Splines and Optimal Choice of Knots (Mikhail Khachumov, Vyacheslav Khachumov)....Pages 320-334 Spatial Clustering Based on Analysis of Big Data in Digital Marketing (Anton Ivaschenko, Anastasia Stolbova, Oleg Golovnin)....Pages 335-347 Ontology-Based Approach to Organizing the Support for the Analysis of Argumentation in Popular Science Discourse (Yury Zagorulko, Natalia Garanina, Alexey Sery, Oleg Domanov)....Pages 348-362 Ontological Approach to Providing Intelligent Support for Solving Compute-Intensive Problems on Supercomputers (Galina Zagorulko, Yury Zagorulko, Boris Glinskiy, Anna Sapetina)....Pages 363-375 Back Matter ....Pages 377-378