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Artificial Intelligence

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

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Sergei O. Kuznetsov

    1. National Research University Higher School of Economics, Moscow, Russia

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  2. Aleksandr I. Panov

    1. Artificial Intelligence Research Institute, Federal Research Center “Computer Science and Control” of the Russian Academy of Sciences, Moscow, Russia

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1093)

Included in the following conference series:

Conference proceedings info: RCAI 2019.

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Table of contents (30 papers)

  1. Front Matter

    Pages i-xiii
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  2. Multi-Agent Systems, Intelligent Robots and Behavior Planning

    1. Front Matter

      Pages 1-1
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    2. Modeling the Structure of MIMO-Agents and Their Interactions

      • Liudmila Yu. Zhilyakova
      Pages 3-16

    3. Redistributing Animats Between Groups

      • Irina Karpova
      Pages 17-29

    4. Hierarchical Reinforcement Learning with Clustering Abstract Machines

      • Skrynnik Alexey, Aleksandr I. Panov
      Pages 30-43

    5. Hierarchical Control Architecture for a Learning Robot Based on Heterogenic Behaviors

      • Maxim Rovbo, Anton Moscowsky, Petr Sorokoumov
      Pages 44-55

  3. Automated Reasoning and Data Mining

    1. Front Matter

      Pages 57-57
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    2. Stock Prices Forecasting with LSTM Networks

      • Tatyana Vasyaeva, Tatyana Martynenko, Sergii Khmilovyi, Natalia Andrievskaya
      Pages 59-69

    3. Using a Hamming Neural Network to Predict Bond Strength of Welded Connections

      • Vitaliy Klimov, Alexey Klimov, Sergey Mkrtychev
      Pages 70-80

    4. Thematic Mapping and Evaluation of Temporary Sequence of Multi-zone Satellite Images

      • Vitaliy Dementiev, Andrey Frenkel, Dmitriy Kondratiev, Anastasia Streltsova
      Pages 81-92

    5. Hierarchical Representation of Information Objects in a Digital Library Environment

      • Nikolay Kalenov, Irina Sobolevskaya, Alexandr Sotnikov
      Pages 93-104

    6. Extended Stepping Theories of Active Logic: Declarative Semantics

      • Michael Vinkov, Igor Fominykh
      Pages 105-114

    7. Logical Classification of Partially Ordered Data

      • Elena V. Djukova, Gleb O. Masliakov, Petr A. Prokofyev
      Pages 115-126

  4. Natural Language Processing and Understanding of Texts

    1. Front Matter

      Pages 127-127
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    2. Ontology-Driven Processing of Unstructured Text

      • Olga Nevzorova, Vladimir Nevzorov
      Pages 129-142

    3. Towards Automated Identification of Technological Trajectories

      • Sergey S. Volkov, Dmitry A. Devyatkin, Ilia V. Sochenkov, Ilya A. Tikhomirov, Natalia V. Toganova
      Pages 143-153

    4. Development of the Lexicon of Argumentation Indicators

      • Irina Kononenko, Elena Sidorova
      Pages 154-168

    5. 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

    6. Predicting Personality Traits from Social Network Profiles

      • Maxim Stankevich, Andrey Latyshev, Natalia Kiselnikova, Ivan Smirnov
      Pages 177-188

    7. Extraction of Cognitive Operations from Scientific Texts

      • Dmitry Devyatkin
      Pages 189-200
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  1. Artificial Intelligence

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About this book

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.

Editors and Affiliations

  • National Research University Higher School of Economics, Moscow, Russia

    Sergei O. Kuznetsov

  • Artificial Intelligence Research Institute, Federal Research Center “Computer Science and Control” of the Russian Academy of Sciences, Moscow, Russia

    Aleksandr I. Panov

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