Artificial Intelligence: 17th Russian Conference, RCAI 2019, Ulyanovsk, Russia, October 21-25, 2019, Proceedings

Front Cover
Sergei O. Kuznetsov, Aleksandr I. Panov
Springer Nature, 2019 - Artificial intelligence - 378 pages
 

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Contents

Modeling the Structure of MIMOAgents and Their Interactions
3
Redistributing Animats Between Groups
17
Hierarchical Reinforcement Learning with Clustering Abstract Machines
30
Hierarchical Control Architecture for a Learning Robot Based on Heterogenic Behaviors
44
Automated Reasoning and Data Mining
56
Stock Prices Forecasting with LSTM Networks
57
Using a Hamming Neural Network to Predict Bond Strength of Welded Connections
70
Thematic Mapping and Evaluation of Temporary Sequence of Multizone Satellite Images
81
Fuzzy Models and Soft Computing
201
Evolutionary Design of Fuzzy Systems Based on Multiobjective Optimization and DempsterShafer Schemes
202
Randomized General Indices for Evaluating Damage Through Malefactor Social Engineering Attacks
218
Multiclass Classification Based on the Convolutional Fuzzy Neural Networks
226
Na´ve Frequentist Approach to Local Machine Learning Based on Imperfect Information from Social Media and Expert Estimates
234
Inference Methods for One Class of Systems with Many Fuzzy Inputs
245
Intelligent Systems and Applications
256
Chaotic Phenomena in Collective Behavior
257

Hierarchical Representation of Information Objects in a Digital Library Environment
93
Declarative Semantics
105
Logical Classification of Partially Ordered Data
115
Natural Language Processing and Understanding of Texts
127
OntologyDriven Processing of Unstructured Text
129
Towards Automated Identification of Technological Trajectories
143
Development of the Lexicon of Argumentation Indicators
154
A Technique to Pretrained Neural Network Language Model Customization to Software Development Domain
169
Predicting Personality Traits from Social Network Profiles
177
Extraction of Cognitive Operations from Scientific Texts
189
Data Collection and Preparation of Training Samples for Problem Diagnosis of Vision Pathologies
271
Using Ontology Engineering Methods for Organizing the Information Interaction Between Relational Databases
283
Technology of Personalized Preventive Recommendation Formation Based on Disease Risk Assessment
298
Constructing Features of CompetenceOriented Specialist Models Based on Tutoring Integrated Expert Systems Technology
310
UAV Trajectory Tracking Based on Local Interpolating Splines and Optimal Choice of Knots
320
Spatial Clustering Based on Analysis of Big Data in Digital Marketing
335
OntologyBased Approach to Organizing the Support for the Analysis of Argumentation in Popular Science Discourse
348
Ontological Approach to Providing Intelligent Support for Solving ComputeIntensive Problems on Supercomputers
363
Author Index
376
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