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人工智能:第17届俄罗斯会议,RCAI 2019,俄罗斯乌里扬诺夫斯克,2019年10月21-25日,会议记录-Artificial Intelligence: 17th Russian Confer

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标题(title):Artificial Intelligence: 17th Russian Conference, RCAI 2019, Ulyanovsk, Russia, October 21–25, 2019, Proceedings
人工智能:第17届俄罗斯会议,RCAI 2019,俄罗斯乌里扬诺夫斯克,2019年10月21-25日,会议记录
作者(author):Sergei O. Kuznetsov, Aleksandr I. Panov
出版社(publisher):Springer International Publishing
大小(size):31 MB (32994478 bytes)
格式(extension):pdf
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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.


Table of contents :
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
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