Artificial Intelligence: 17th Russian Conference, RCAI 2019, Ulyanovsk, Russia, October 21–25, 2019, ProceedingsSergei O. Kuznetsov, Aleksandr I. Panov This book constitutes the proceedings of the 17th Russian Conference on Artificial Intelligence, RCAI 2019, held in Ulyanovsk, Russia, in October 2019. The 23 full papers presented along with 7 short papers in this volume were carefully reviewed and selected from 130 submissions. The conference deals with a wide range of topics, including multi-agent systems, intelligent robots and behaviour planning; automated reasoning and data mining; natural language processing and understanding of texts; fuzzy models and soft computing; intelligent systems and applications. |
Contents
| 3 | |
| 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 |
Naïve 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 |
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Artificial Intelligence: 17th Russian Conference, RCAI 2019, Ulyanovsk ... Sergei O. Kuznetsov,Aleksandr I. Panov No preview available - 2019 |
Artificial Intelligence: 17th Russian Conference, RCAI 2019, Ulyanovsk ... Sergei O. Kuznetsov,Aleksandr I. Panov No preview available - 2019 |
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