| Vol-2648 urn:nbn:de:0074-2648-5 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# 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)

### Moscow, Russia, October 10-16, 2020.

Edited by

### Oleg P. Kuznetsov *
Sergei O. Kuznetsov **
Aleksandr I. Panov ***, ****
Konstantin S. Yakovlev ***

* V. A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences, Moscow, Russia
** National Research University Higher School of Economics, Moscow, Russia
*** Artificial Intelligence Research Institute, Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, Moscow, Russia
**** Moscow Institute of Physics and Technology (National Research University), Moscow, Russia

## Table of Contents

- Preface
- Committees

### Session 1: Automated Reasoning and Data Mining

- Method for Shortening Dimensionality of Qualitative Attribute Space 1-12
  Alexey B. Petrovsky
- Hybrid Search Methods Based on Table Representation of Non-quantitative Constraints Satisfaction Problems 13-31
  Alexander Zuenko
- Mining of PubMed Publications for Neurophysiological Tests Assessing the Cognitive Reserves 32-47
  Maxim Bakaev, Olga Razumnikova
- An Approach to User Feedback Processing in Order to Increase Clustering Results Quality 48-58
  Pavel V. Dudarin, Nadezhda G. Yarushkina

### Session 2: Cognitive Computing Modeling

- Formalization of "Natural" Classification and "Natural" Concepts by Probabilistic Generalization of the Formal Concepts Analysis 59-73
  Evgenii E. Vityaev, Vladislav Degtiarev, Bayar Pak, Yuri Meister
- Knowledge Flows Processes at Multidimensional Intelligent Systems 74-84
  Konstantin Kostenko
- Mapping from Relational Database to Ontology Based on Initial Model 85-94
  Vladislav V. Moiseev, Ivan A. Zagaichuk

### Session 3: Multi-agent Systems, Intelligent Robotics and Behavior Planning

- Multi-agent Autonomous Group Control in Collective Robotics-Based Assembly 95-110
  Vladimir Gorodetsky
- Sequential Contrastive Learning to Master Effective Representations For Reinforcement Learning and Control 111-121
  Ali Younes, Aleksandr I. Panov
- Automatic Hierarchical Task Network Planning System for the Unity Engine 122-133
  Boris Krylov, Maxim Abramov

### Session 4: Natural Language Processing and Understanding of Texts

- Neural-network Method for Determining Text Author's Sentiment to an Aspect Specified by the Named Entity 134-143
  Aleksandr Naumov, Roman Rybka, Alexander Sboev, Anton Selivanov, Artem Gryaznov
- FCA-based Approach for Interactive Query Refinement with IR-chatbots 144-156
  Tatiana P. Makhalova, Dmitry A. Ilvovsky, Boris A. Galitsky, Elizaveta F. Goncharova
- OntoMathEdu Educational Mathematical Ontology: Annotation of Concepts 157-168
  Olga Nevzorova, Liliana Shakirova, Marina Falileeva, Alexander Kirillovich, Vladimir Nevzorov, Evgeny Lipachev

### Session 5: Fuzzy Models and Soft Computing

- Inference Methods for Mamdani-Type Systems Based on Fuzzy Truth Value 169-180
  Vasily G. Sinuk, Sergey V. Kulabukhov
- Forecasting Method of Multidimensional Time Series based on Neuro-Fuzzy Cognitive Temporal Models 181-190
  Vadim Borisov, Victor Luferov
- Technique for Development of Information-Analytical Processes in Cyber-Physical Systems Based on Neural-Fuzzy Petri Nets 191-199
  Anton Misnik, Siarhei Prakapenka, Siarhei Krutolevich
- Learning Behavior Rate Models on Social Network Data 200-209
  Aleksandra V. Toropova, Tatiana V. Tulupyeva
- Approaches To Merging Linguistic Values - Users Relationships 210-218
  Anastasiia O. Khlobystova, Alexander L. Tulupyev
- Local Parameter Training of Algebraic Bayesian Networks: Conjugate Distributions and Expert Knowledge with Uncertainty 219-226
  Nikita A. Kharitonov, Alexander L. Tulupyev
- Rules Acquisition from Classic, Deep and Neuro-Fuzzy Systems 227-235
  Alexey Averkin, Sergey Yarushev

### Session 6: Intelligent Systems and Applications of AI Methods

- On the Relationship Between the Five-Factor Personality Model and the Color-Brightness and Statistical Characteristics of Images Published in Social Networks 236-249
  Evgenia Kuminskaya, Alexander Talalaev, Vitaly Fralenko, Vyacheslav Khachumov
- Model of Integral Evaluation of Expert Knowledge for the Diagnosis of Lysosomal Storage Diseases 250-264
  Nikolay A. Blagosklonov, Boris A. Kobrinskii
- Development of Software Decision-Making Modules Based on a Model-Driven Approach 265-279
  Aleksandr Yu. Yurin, Nikita O. Dorodnykh
- Combined Neural Network Model for Diagnosing Computer Incidents 280-294
  Vladimir Avramenko, Igor Kotenko, Albert Malikov, Igor Saenko
- Customer Traffic Distribution Analysis Based on Video Information 295-304
  Tatyana Martynenko, Tatyana Vasyaeva, Aida Velieva, Yuriy Skobtsov
- Integrated Environment Based on Anytime Solution Search Algorithms and a Non-Relational Database for Real-Time Intelligent Systems 305-314
  Alexander Eremeev, Ilia Poliushkin, Nikolai Paniavin
- Application of Formal Contexts in the Analysis of Heterogeneous Biomedical Data 315-329
  Mikhail Bogatyrev, Dmitry Orlov

2020-07-31: submitted by Aleksandr I. Panov, metadata incl. bibliographic data published under Creative Commons CC0
2020-08-07: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|