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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
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