FSSCIT 2020
Fuzzy Systems, Soft Computing and Intelligent Technologies 2020

Table of Contents

• Cover
  
  
• Preface
  
  
• Committees
  
  
• Contents
  
  

Section 1. Fuzzy Sets, Fuzzy Logic, Fuzzy Control, Fuzzy Optimization

• A Panorama of Fuzzy Sets: Dedicated to the 100th Anniversary of the Birth of Lotfi Zadeh 1-10
  Valery Tarassov
• (Dis)Similarity-Based Correlation Functions on Polar Scales 11-17
  Ildar Batyrshin, Nailya Kubysheva, Raouf Akhtiamov
• Logic of Estimates for Fuzzy Logics Sentences 18-26
  Gerald Plesniewicz
• Architecture of Some Models for Optimization Problems under Conditions of Hybrid Uncertainty 27-33
  Alexander Yazenin, Ilia Soldatenko
• Inference Method for MISO-Structure Systems with Fuzzy Inputs Using Parallel Computing Techniques 34-41
  Vasilii Sinuk, Vladimir Polyakov, Maxim Panchenko
• Method for Classification of Objects with Fuzzy Values of Features 42-47
  Vasily Sinuk, Sergey Kulabukhov
• Analysis of the Multifactorial Phenomena Based on Fuzzy Bayesian Model 48-58
  Vadim Borisov, Elena Luferova
• Fuzzy Clustering in the Problem of Technological State Assessment for Phosporose Production 59-64
  Maxim Dli, Andrey Puchkov, Tat’yana Kakatunova

Section 2. Bayesian Networks

• Algebraic Bayesian Networks: a Frequentist Approach to Knowledge Pattern Parameters Machine Learning 65-70
  Alexandr Tulupyev, Nikita Kharitonov
• Empirical Approach to Assessing Sensitivity of Local Posteriori Inference of Algebraic Bayesian Network 71-75
  Arseniy Zavalishin, Anatoliy Maksimov
• Asymptotic Analysis of a Direct Algorithm for Synthesizing a Minimal Joint Graph 76-79
  Anatolii Maksimov, Arseniy Zavalishin, Alexander Tulupyev
• New Trends in Measurement Theory: Bayesian Intelligent Measurement and its Application in the Digital Economy 80-88
  Svetlana Prokopchina

Section 3. Neural Network Technology

• Application of the Neural Network Approach to Reinforced Learning Methods 89-95
  Alexandr Eremeev, Alexandra Gerasimova, Ilia Poliushkin
• Morphology of Self-Similar Multi-Layer Neural Networks 96-103
  Alexandr Dorogov
• Model’s Stratification of Self-Similar Multi-Layer Neural Network and Fast Transformations 104-111
  Alexandr Dorogov
• Solving the Problem of Determining the Author of Text Data Using a Combined Assessment 112-118
  Vadim Moshkin, Ilya Andreev, Nadezhda Yarushkina
• Motion Models for Multiple Object Tracking 119-123
  Oleg Garanin
• Software Complex for Identifying Objects and Managing During Sorting and Loading Operations 124-131
  Aleksandr Tyutyunnik, Alexey Lazarev, Pavel Kharlamov

Section 4. Neuro-Fuzzy Models and Soft Computing

• Recurrent Adaptive Neuro-Fuzzy Models for Predicting Time Series with Fuzzy Trends 132-138
  Vadim Borisov, Victor Luferov
• Image Captioning Using Adversarial Training and Convolutional Fuzzy Neural Networks 139-144
  Kseniya Korshunova
• Technique for Development and Organization of Background Information-Analytical Processes in Cyber-Physical Systems Based on Neural-Fuzzy Petri Nets 145-153
  Anton Misnik, Siarhei Prakapenka, Siarhei Krutalevich
• The Five-Level Structure of Soft Computing in an Intelligent System with Direct Imposition of Knowledge 154-162
  Gennady Bronfeld, Dmitrii Kirov
• Access Control System with Integrated Process of Two-Factor Authentication Based on Neuro-Fuzzy Networks 163-171
  Ekaterina Lobaneva, Alexey Lazarev

Section 5. Hybrid Systems

• Expressive Tools of Meta-Heuristic Population Algorithms for Continuous Global Optimization 172-179
  Anatoly Karpenko, Inna Kuzmina
• Estimating of the Similarity of Agents’ Goals in Cohesive Hybrid Intelligent Multi-Agent System 180-185
  Sergey Listopad
• Laboratory Prototype of the Hybrid Intelligent Multi-Agent System of Heterogeneous Thinking 186-193
  Sergey Listopad
• Using Hybrid Intelligent Information System Approach for Text Question Generation 194-201
  Marina Belyanova, Valeriy Chernenkiy, Yuriy Kaganov, Yuriy Gapanyuk

Section 6. Intelligent Management and Decision Support Technologies

• Managing the Protection of Autonomous Objects: Construction Basics 202-207
  Boris Paliukh, Valery Kemaykin, Yuliya Kozlova
• Patterns in Intelligent Systems 208-216
  Gennady Vinogradov
• Analysis of NON-Factors in Innovative Project Management 217-221
  Olga Bulygina, Alexander Emelyanov
• Integration of Intelligentware in Complex Software: Stratification Aproach 222-227
  Aleksey Senkov
• Adaptive Control System with a Multilayer Neural Network under Parametric Uncertainty Condition 228-234
  Nadirbek Yusupbekov, Husan Igamberdiev, Uktam Mamirov

Section 7. Intelligent Analysis and Modeling of Processes in Social Networks

• The Approach to Unification of Data Extracted from Social Networks 235-245
  Vadim Moshkin, Nadezhda Yarushkina
• How Old Users Are? Community Analysis 246-251
  Valerii Oliseenko, Anastasia Korepanova
• Adaptive Method of Color Selection in Application to Social Media Images 252-257
  Fedor Bushmelev, Maksim Abramov, Tatiana Tulupyeva
• Testing Behavior Rate Models on Data from VK.com Social Network 258-253
  Aleksandra Toropova, Tatiana Tulupyeva
• The Models Separation of Access Rights of Users to Critical Documents of Information System as Factor of Reduce Impact of Successful Social Engineering Attacks 254-258
  Anastasiia Khlobystova, Maxim Abramov
• Scientometric Assessment of the Development of Key Artificial Intelligence Technologies 259-266
  Andrey Mokhov, Vladimir Tolcheev
• Detection of the Thematic Groups in Scientific Publications 267-274
  Pavel Kozlov, Andrey Mokhov, Vladimir Tolcheev