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ORCID19th RCAI 2021: Taganrog, Russia
- Sergei M. Kovalev, Sergei O. Kuznetsov
, Aleksandr I. Panov:
Artificial Intelligence - 19th Russian Conference, RCAI 2021, Taganrog, Russia, October 11-16, 2021, Proceedings. Lecture Notes in Computer Science 12948, Springer 2021, ISBN 978-3-030-86854-3
Cognitive Research
- Nikolay I. Bazenkov:
Heterogeneous Formal Neurons and Modeling of Multi-transmitter Neural Ensembles. 3-16 - Dmitry Devyatkin, Natalia V. Chudova, Anfisa A. Chuganskaya, Daria Sharypina:
Methods for Recognition of Frustration-Derived Reactions on Social Media. 17-30 - Vladimir Polyakov, Dmitriy Bukhanov, Maxim Panchenko:
Identification of the Network State Based on the ART-2 Neural Network with a Hierarchical Memory Structure in Parallel Mode. 31-40
Data Mining, Machine Learning, Classification
- Kseniia Cheloshkina:
Ranking Weibull Survival Model: Boosting the Concordance Index of the Weibull Time-to-Event Prediction Model with Ranking Losses. 43-56 - Karim Khalil, Maksim Stankevich, Ivan V. Smirnov, Maria Danina:
Predicting Different Health and Lifestyle Behaviors of Social Media Users. 57-66 - Boris Kulik, Alexander Fridman:
Methods for Finding Consequences with Specified Properties. 67-80 - Nguyen Thanh Viet, Alla Kravets, Tu Duong Quoc Hoang:
Data Mining Methods for Analysis and Forecast of an Emerging Technology Trend: A Systematic Mapping Study from SCOPUS Papers. 81-101 - Karina Shakhgeldyan, Boris I. Geltser, Vladislav Rublev, Andrey Vishnevskiy, Elena Emtseva, Mikhail Tsivanyuk:
Machine Learning for Assessment of Cardiometabolic Risk Factors Predictive Potential and Prediction of Obstructive Coronary Arteries Lesions. 102-116
Knowledge Engineering
- Dmitry E. Palchunov:
Application of FCA for Domain Model Theory Investigation. 119-134 - Valery B. Tarassov, Yuriy Kaganov, Yuriy Gapanyuk:
The Metagraph Model for Complex Networks: Definition, Calculus, and Granulation Issues. 135-151 - Gulnara Yakhyaeva, Vera Skokova:
Subjective Expert Evaluations in the Model-Theoretic Representation of Object Domain Knowledge. 152-165
Multiagent Systems and Robotics
- Vasilii Davydov, Alexey Skrynnik, Konstantin S. Yakovlev, Aleksandr I. Panov:
Q-Mixing Network for Multi-agent Pathfinding in Partially Observable Grid Environments. 169-179 - Anton Moscowsky:
Subdefinite Computations for Reducing the Search Space in Mobile Robot Localization Task. 180-196 - Kirill Muravyev, Andrey Bokovoy, Konstantin S. Yakovlev:
Enhancing Exploration Algorithms for Navigation with Visual SLAM. 197-212
Natural Language Processing
- Boris Galitsky, Dmitry I. Ilvovsky, Elizaveta Goncharova:
Relying on Discourse Trees to Extract Medical Ontologies from Text. 215-231 - Ivan V. Smirnov, Maksim Stankevich, Yulia Kuznetsova, Margarita Suvorova, Daniil Larionov, Elena Nikitina, Mikhail Savelov, Oleg G. Grigoriev:
TITANIS: A Tool for Intelligent Text Analysis in Social Media. 232-247 - Yury A. Zagorulko, Elena A. Sidorova, Irina R. Akhmadeeva, Alexey Sery, Galina Zagorulko:
Approach to the Automated Development of Scientific Subject Domain Ontologies Based on Heterogeneous Ontology Design Patterns. 248-263
Fuzzy Models and Soft Computing
- Nikita Kharitonov, Maxim Abramov, Alexander L. Tulupyev:
The PC-Algorithm of the Algebraic Bayesian Network Secondary Structure Training. 267-273 - Alexander Dolgiy, Sergey M. Kovalev, Anna Kolodenkova, Andrey Sukhanov:
Logistic-Based Design of Fuzzy Interpretable Classifiers. 274-285
Intelligent Systems
- Nikolay Blagosklonov, Valeriya V. Gribova, Boris A. Kobrinsky, Elena A. Shalfeeva:
Knowledge-Based Diagnostic System With a Precedent Library. 289-302 - Alexander A. Kulinich:
Semiotic Models in Monitoring and Decision Support Systems. 303-316 - Sergey S. Kurbatov, Igor B. Fominykh, Aleksandr B. Vorobyev:
Cognitive Patterns for Semantic Presentation of Natural-Language Descriptions of Well-Formalizable Problems. 317-330 - Igor Saenko, Igor V. Kotenko, Fadey Skorik, Mazen Al-Barri:
Detecting Anomalous Behavior of Users of Data Centers Based on the Application of Artificial Neural Networks. 331-342
Tools for Designing Intelligent Systems
- Andrey Maltsev, Anatoly Nekleenov, Dmitriy Otkupman, Victoria Ostashenkova:
A Study of the Feasibility of Creating of a Real-Time Neural Network Infrared Ground Objects Recognition System. 345-353 - Galina V. Rybina, Alexandr A. Slinkov:
The Implementation of the Ontological Approach to Control of the Processes of Designing Integrated Expert Systems Based on the Problem-Oriented Methodology. 354-364 - Alexander F. Berman, Olga Anatolievna Nikolaychuk, Alexander I. Pavlov, Alexander Y. Yurin:
A Module for Industrial Safety Inspection Planning Based on Self-organization. 365-379
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