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RCAI 2020: Moscow, Russia
- Sergei O. Kuznetsov, Aleksandr I. Panov
, Konstantin S. Yakovlev
:
Artificial Intelligence - 18th Russian Conference, RCAI 2020, Moscow, Russia, October 10-16, 2020, Proceedings. Lecture Notes in Computer Science 12412, Springer 2020, ISBN 978-3-030-59534-0
Automated Reasoning and Data Mining
- Dmitry E. Palchunov
:
Axiomatization of Classes of Domain Cases Based on FCA. 3-14 - Galina V. Rybina, Alexandr A. Slinkov, Dmitriy R. Buyanov:
The Combined Method of Automated Knowledge Acquisition from Various Sources: The Features of Development and Experimental Research of the Temporal Version. 15-25
Multi-agent Systems, Intelligent Robots and Behavior Planning
- Anton Andreychuk
:
Multi-agent Path Finding with Kinematic Constraints via Conflict Based Search. 29-45 - Andrey Bokovoy
, Kirill Muraviev
, Konstantin S. Yakovlev
:
Map-Merging Algorithms for Visual SLAM: Feasibility Study and Empirical Evaluation. 46-60 - Valery E. Karpov:
Can a Robot Be a Moral Agent? 61-70 - Michael Martinson, Alexey Skrynnik, Aleksandr I. Panov:
Navigating Autonomous Vehicle at the Road Intersection Simulator with Reinforcement Learning. 71-84 - Pavel Surynek
:
Logic-Based Multi-agent Path Finding with Continuous Movements and the Sum of Costs Objective. 85-99 - Liudmila Yu. Zhilyakova
:
Small Networks of MIMO Agents with Two Activity Types. 100-114
Fuzzy Models and Soft Computing
- Alexander Demidovskij, Eduard Babkin:
Designing a Neural Network Primitive for Conditional Structural Transformations. 117-133 - Sergey M. Kovalev
, Anna Kolodenkova, Andrey Sukhanov
:
Incremental Structure-Evolving Intelligent Systems with Advanced Interpretational Properties. 134-151 - Anatolii G. Maksimov
, Arseniy D. Zavalishin
:
On Analytical Solutions to the Problems of Maintaining Local Consistency. 152-163 - Gerald S. Plesniewicz:
Abduction with Estimates for Statements in Fuzzy Propositional Logic. 164-176 - Valery B. Tarassov, Yuriy E. Gapanyuk
:
Complex Graphs in the Modeling of Multi-agent Systems: From Goal-Resource Networks to Fuzzy Metagraphs. 177-198
Natural Language Processing and Understanding of Texts
- Elena I. Bolshakova, Kirill M. Ivanov:
Automating Hierarchical Subject Index Construction for Scientific Documents. 201-214 - Angelina Bolshina, Natalia V. Loukachevitch:
Automatic Labelling of Genre-Specific Collections for Word Sense Disambiguation in Russian. 215-227 - Dmitry Devyatkin
, Anna Sofronova
, Vasiliy Yadrintsev
:
Revealing Implicit Relations in Russian Legal Texts. 228-239 - Karim Khalil, Maksim Stankevich
, Ivan V. Smirnov
, Maria Danina:
Detection of Social Media Users Who Lead a Healthy Lifestyle. 240-250 - Aidar Khusainov
, Dzhavdet Suleymanov
, Rinat Gilmullin:
The Influence of Different Methods on the Quality of the Russian-Tatar Neural Machine Translation. 251-261 - Sergey S. Kurbatov
, Igor B. Fominykh, Aleksandr B. Vorobyev:
Ontology-Controlled Geometric Solver. 262-273 - Vadim S. Moshkin
, Andrey V. Konstantinov
, Nadezhda G. Yarushkina
:
Application of the BERT Language Model for Sentiment Analysis of Social Network Posts. 274-283 - Anton Selivanov
, Ivan Moloshnikov
, Roman B. Rybka
, Alexander G. Sboev
:
Keyword Extraction Approach Based on Probabilistic-Entropy, Graph, and Neural Network Methods. 284-295 - Michael A. Shiray, Oleg G. Grigoriev
:
Method of Selecting Experts Based on Analysis of Large Unstructured Data and Their Relations. 296-308 - Irina Kononenko
, Elena A. Sidorova
, Irina R. Akhmadeeva
:
The Study of Argumentative Relations in Popular Science Discourse. 309-324 - Ivan V. Smirnov
, Anastasiya V. Ushakova, Natalya V. Chudova:
Method for Detecting Text Markers of Depression and Depressiveness. 325-337 - Vasiliy Yadrintsev
, Anastasiia Ryzhova
, Ilya Sochenkov
:
Distributional Models in the Task of Hypernym Discovery. 338-350 - Yury A. Zagorulko
, Oleg Domanov
, Alexey Sery
, Elena A. Sidorova
, Olesya Borovikova
:
Analysis of the Persuasiveness of Argumentation in Popular Science Texts. 351-367
Intelligent Systems and Applications
- Vadim Borisov
, Dmitry Kotov, Alexander Molyavko:
Intelligent Information Search Method Based on a Compositional Ontological Approach. 371-381 - Andrei Brazhuk, Evgeny Olizarovich
:
Format and Usage Model of Security Patterns in Ontology-Driven Threat Modelling. 382-392 - Maksim Dli, Andrey Puchkov
, Tatyana K. Korendyaseva:
Assessment of the Technological Process Condition Based on the Assembly of Deep Recurrent Neural Networks. 393-402 - Valeriya V. Gribova
, Yuriy Kulchin
, Alexander Nikitin
, Vadim Timchenko
:
The Concept of Support for Laser-Based Additive Manufacturing on the Basis of Artificial Intelligence Methods. 403-415 - Vladimir F. Khoroshevsky
, Vladimir F. Efimenko, Irina V. Efimenko:
Artificial Intelligence, Biotechnology and Medicine: Reality, Myths and Trends. 416-436 - Sergey Makhortov, Aleksandr Nogikh:
Application of LP Structures Theory to Intelligent Attribute Merger Refactoring. 437-447 - Dzhavdet Suleymanov
, Nikolai Prokopyev
:
Development of Prototype of Natural Language Answer Processor for e-Learning. 448-459 - Vadim L. Stefanuk, Alexander V. Zhozhikashvily, Liudmila V. Savinitch:
Intelligent Systems with Restricted Autonomy. 460-471 - Oleg N. Granichin, Denis Uzhva
:
Invariance Preserving Control of Clusters Recognized in Networks of Kuramoto Oscillators. 472-486
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