Russian Advances in Artificial Intelligence 2020

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

• 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