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Artificial Intelligence : 19th Russian Conference, RCAI 2021, Taganrog, Russia, October 11-16, 2021, Proceedings / edited by Sergei M. Kovalev, Sergei O. Kuznetsov, Aleksandr I. Panov.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence ; 12948
- Lecture Notes in Artificial Intelligence ; 12948
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Computer science.
- Application software.
- Computers.
- Artificial Intelligence.
- Theory of Computation.
- Computer and Information Systems Applications.
- Computing Milieux.
- Local Subjects:
- Artificial Intelligence.
- Theory of Computation.
- Computer and Information Systems Applications.
- Computing Milieux.
- Physical Description:
- 1 online resource (XI, 382 pages) : 139 illustrations, 66 illustrations in color.
- Edition:
- 1st ed. 2021.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2021.
- System Details:
- text file PDF
- Summary:
- This book constitutes the proceedings of the 19th Russian Conference on Artificial Intelligence, RCAI 2021, held in Moscow, Russia, in October 2021. The 19 full papers and 7 short papers presented in this volume were carefully reviewed and selected from 80 submissions. The conference deals with a wide range of topics, categorized into the following topical headings: cognitive research; data mining, machine learning, classification; knowledge engineering; multi-agent systems and robotics; natural language processing; fuzzy models and soft computer; intelligent systems; and tools for designing intelligent systems.
- Contents:
- Cognitive Research
- Heterogeneous Formal Neurons and Modeling of Multi-Transmitter Neural Ensembles
- Methods for Recognition of Frustration-Derived Reactions in Social Media
- Identification of the Network State Based on the ART-2 Neural Network with a Hierarchical Memory Structure in Parallel Mode
- Data Mining, Machine Learning, Classification
- Ranking Weibull Survival Model: Boosting Concordance Index of Weibull Time-to-event Prediction Model with Ranking Losses
- Predicting Different Health and Lifestyle Behaviors of Social Media Users
- Methods for Finding Consequences with Specified Properties
- Data Mining Methods for Analysis and Forecast of Emerging Technology Trend: A Systematic Mapping Study from SCOPUS Papers
- Machine Learning for Assessment of Cardiometabolic Risk Factors Predictive Potential and Prediction of Obstructive Coronary Arteries Lesions
- Knowledge Engineering
- Application of FCA for Domain Model Theory Investigation
- The Metagraph Model for Complex Networks: Definition, Calculus and Granulation Issues
- Subjective Expert Evaluations in the Model-Theoretic Representation of Object Domain Knowledge
- Multiagent Systems and Robotics
- Q-Mixing Network for Multi-Agent Path Finding in Partially Observable Grid Environments
- Subdefinite Computations for Reducing the Search Space in Mobile Robot Localization Task
- Enhancing Exploration Algorithms for Navigation with Visual SLAM
- Natural Language Processing
- Relying on Discourse Trees to Extract Medical Ontologies from Text
- TITANIS: A Tool for Intelligent Text Analysis in Social Media
- Approach to the Automated Development of Scientific Subject Domain Ontologies Based on Heterogeneous Ontology Design Patterns
- Fuzzy Models and Soft Computing
- PC-algorithm of Algebraic Bayesian Network Secondary Structure Training
- Logistic-based Design of Fuzzy Interpretable Classifiers
- Intelligent Systems
- Knowledge-Based Diagnostic System with a Precedent Library
- Semiotic Models in Monitoring and Decision Support Systems
- Cognitive Patterns for Semantic Presentation of Natural-language Descriptions of Well-formalizable Problems
- Detecting Anomalous Behavior of Users of Data Centers based on the Application of Artificial Neural Networks
- Tools for Designing Intelligent Systems
- Study of the Feasibility of Creating of a Real-time Neuronetwork Infrared Ground Objects Recognition System
- The Implementation of the Ontological Approach to Control of the Processes of Designing Integrated Expert Systems Based on the Problem-oriented Methodology
- A Module for Industrial Safety Inspection Planning Based on Self-organization.-.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-86855-0
- 9783030868550
- Access Restriction:
- Restricted for use by site license.
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