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Format: 1 online resource (xvii, 615 pages) : , illustrations

ISBN: 3-030-68004-5

Series Statement: Advances in Intelligent Systems and Computing ; v.1323

Note: Intro -- 11th International Conference on Intelligent Systems for Industrial Automation, WCIS-2020, Tashkent, Uzbekistan, November 26-28 -- Organization -- Co-chairmen and Editors -- International Program Committee -- Organizing Committee -- Chairmen -- Co-chairmen -- Members -- Conference Organizing Secretariats -- Contents -- Prediction Intervals for the Artificial Neural Network (ANN) and Adaptive Neuro-Fuzzy Inference System (ANFIS) via the LUBE Method -- 1 Introduction -- 2 Methods -- 2.1 Study Area and Data Sets -- 2.2 Artificial Neural Network (ANN) -- 2.3 Adaptive Neuro-Fuzzy Inference System (ANFIS) -- 2.4 PIs Construction by LUBE Method -- 3 Results -- 4 Discussion -- 5 Conclusions -- References -- Analysis and Modeling of Information Security Systems in Industry 4.0 -- 1 Introduction -- 2 Analysis and Modeling -- 3 Conclusion -- References -- Using Non-linear Integral Models in Automatic Control and Measurement Systems for Sensors' Input Signals' Recovery -- 1 Introduction -- 2 Methods for Solving Polynomial Integral Equations -- 2.1 Model Regularization -- 2.2 Algorithms for Solving Polynomial Integral Equations -- 2.3 Solving Polynomial Integral Equations with Tabular-Type Kernels in an Infinite Period -- 3 Results and Practical Application of the Offered Methods -- 4 Conclusions -- References -- Neural Network Method and Algorithm for Document Detection Based on Signaling Analysis -- 1 Introduction -- 2 The Main Part -- 3 Conclusion -- References -- Using Fuzzy Probabilistic Implication in Z-set Based Inference -- 1 Introduction -- 2 Preliminaries -- 3 Statement of the Problem -- 4 Solution Method -- 5 Numerical Example -- 6 Conclusion -- References -- Accounting Experience Between Fuzzy Integral and Z-numbers -- 1 Introduction -- 2 Calculation of Fuzzy Integral by the Fuzzy Measure. , 3 Calculation on the Basis of the Combination of Z-numbers -- 4 To Carry Out Computational Experiments on the Basis of Z-numbers -- 5 Conclusion -- References -- A Recurrent Method for Structural-Parametric Identification of Fuzzy Neural Networks -- 1 Introduction -- 2 Weighed Mamdani FNNs and Its Learning Problem -- 2.1 Weighed Mamdani Model -- 2.2 Statement of the Problem -- 3 New Approach for the Identification of Weighed Mamdani FNN -- 4 Structure and Parameter Initialization of the Proposed Method -- 5 Parameter Learning Using a Gradient Descent Method -- 6 Numerical Experiments -- 7 Conclusion -- References -- Voltage Control System for Electrical Networks Based on Fuzzy Sets -- 1 Introduction -- 2 Problem Statement and Main Results -- 3 Practical Results -- 4 Conclusion -- References -- Algorithms for the Synthesis of Optimal Linear-Quadratic Stationary Controllers -- 1 Introduction -- 2 Problem Definition -- 3 Control Law -- 4 Solution -- 5 Conclusion -- References -- Toward Ordering of n-Tuples of Z-Numbers -- 1 Introduction -- 2 State of the Art -- 3 Preliminaries -- 4 Statement of the Problem and Method of Solution -- 5 Conclusion -- References -- Determining the Activity of Fullerene Nanoparticles Using QSAR Models -- 1 Introduction -- 2 Methods -- 2.1 Data -- 2.2 Data Pre-processing -- 2.3 Feature Selection -- 2.4 QSAR Model Development -- 3 Results -- 3.1 Outliers Treatment -- 3.2 Processing Null Values -- 3.3 Bivariate Analysis -- 3.4 Multicollinearity -- 3.5 Feature Selection Using Wrapper Methods -- 3.6 Model Building -- 3.7 Evaluating and Optimizing Models -- 3.8 Predictions -- 4 Discussion -- 5 Conclusion -- Appendices -- References -- Selection of the Optimal Class of Features for Recognition of the Azerbaijani Handprinted Characters -- 1 Introduction -- 2 Thinning -- 3 Extraction of Soft Features for Hand-Printed Recognition. , 4 Results of Experiments -- 5 Conclusion -- References -- About One Feature Selection Algorithm in Pattern Recognition -- 1 Introduction -- 2 Methodology -- 2.1 Mathematical Formulation of the Problem -- 2.2 Algorithm -- 2.3 Example of Comparison -- 3 Conclusion -- References -- The Neural Network Based Decision Support System Using Aggregated Opinions of Public Observers -- 1 Introduction -- 2 Problem Definition -- 3 Fuzzy Utility Function -- 4 NN Model for Aggregation of Recipient Assessments -- 5 Conclusion -- References -- Multi-model Virtual Analysers of Parameters of Technological Processes -- 1 Introduction -- 2 Machine Learning -- 3 Conclusion -- References -- Fuzzy Assessment of Technological Risks in the Main Oil Pipeline -- 1 Introduction -- 2 Solution and Discussion of the Problem -- 3 Conclusion -- References -- The Efficiency of the FSV Model in an Intelligent Search Engine -- 1 Introduction -- 2 Main Chapter -- 3 Conclusion Remarks -- References -- Neural-Network Based Approach to Mechanism of Liquid Extraction -- 1 Introduction -- 2 Experimental Part -- 3 Conclusions and Disscussion -- References -- Predicting the Performance of Marital Gas Pipelines with Different Coatings -- 1 Introduction -- 2 Construction of a Dynamic Model for a Time Series -- 3 Choosing the Dimension of the Embedding Space -- 4 Direct and Iterative Forecasting Methods Based on Dynamic Model Mapping -- 5 Numerical Implementation of the Method and Discussion of Results -- References -- Enhancing Teaching Approach with 3D Primitives in Virtual and Augmented Reality -- 1 Introduction -- 2 Augmented and Virtual Reality (AR/VR) in E-Learning -- 2.1 Using AR in Education -- 2.2 Virtual Reality (VR) for Education -- 2.3 The Need for Virtual Reality in Education -- 3 How to Implement Graphics Field -- 4 Implication of 3D Modeling by Software -- 5 Conclusion -- References. , Modelling of Gas Lift Dynamic Processes Using ANFIS and ANN -- 1 Introduction -- 2 Method -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Recognition and Classification of Pollen Grains Based on the Use of Statistical, Dynamic Image Characteristics, and Unique Properties of Neural Networks -- 1 Introduction -- 2 Main Part -- 2.1 Main Features, Principles, and Characteristics of the Technology for Identifying Images of Pollen Grains -- 2.2 Generalized Algorithms for Identification, Recognition, and Classification of Images of Micro-objects -- 3 Conclusion -- References -- Fuzzy Type-2 Decision Making Method on Project Selection -- 1 Introduction -- 2 Preliminaries -- 3 Statement of the Problem -- 4 Solution of the Problem -- 5 Conclusion -- References -- IoT and Intelligent Wireless Sensor Network for Remote Monitoring Systems of Solar Power Stations -- 1 Introduction -- 2 Configuration of Intelligent WSN -- 3 The Principle of Construction of Intelligent Wireless Sensor Networks -- 4 Construction Concept of SPS Remote Monitoring System -- 5 Simulation and Results -- 6 Conclusion -- References -- Path Planning Collision Free for Warehouse Mobile Robot -- 1 Introduction -- 2 Method -- 2.1 Current Situation and Warehouse Mobile Robot -- 3 Results and Discussions -- 4 Conclusion -- References -- Simulation Model of the Multi-position Mechatronic Module Functioning of an Intelligent Robot -- 1 Introduction -- 2 Research Methodology -- 3 Analysis and Results -- 4 Conclusion -- References -- Decision-Making in the Production of Hard-To-Recover Oil Reserves Under Uncertainty -- 1 Introduction -- 2 A Brief Overview of Optimization Methods for Gas-Lift Production -- 3 Problem Statement -- 4 Results of Research -- 5 Conclusion -- References -- Automatic Recognition of Uzbek Speech Based on Integrated Neural Networks -- 1 Introduction. , 2 End-to-End Speech Recognition Systems -- 3 Experiments -- 4 Conclusion -- References -- Software Selection Problem by Using Single Valued Neutrosophic (SVN)-Based TOPSIS Method -- 1 Introduction -- 2 Preliminaries -- 3 Statement of the Problem -- 4 Solution of the Problem -- 5 Conclusion -- References -- Neural Network Model for Adaptive Control of Nonlinear Dynamic Object -- 1 Introduction -- 2 Main Part -- 3 Conclusion -- References -- Identification and Ranking of Key Factors for Pattern of Consumer Buying Decisions in Digital Marketing -- 1 Introduction -- 2 Preliminaries -- 3 Statement of the Problem -- 4 Solution of the Problem -- 5 Conclusion -- References -- The Possibilities of Using Cloud Computing for Applications of Industrial Automation -- 1 Introduction -- 2 Methodical Aspects of Using Cloud Computing in Industry -- 3 Generalized Scenario of Virtualization in the Cloud Infrastructure -- 4 Conclusion -- References -- Application of Fuzzy AHP Method to Material Selection Problem -- 1 Introduction -- 2 Preliminaries -- 3 Fuzzy AHP -- 4 Application -- 4.1 Calculations for Criteria -- 4.2 Calculations for Impact Strength Criterion -- 4.3 Calculations for "Brinell Hardness" Criterion -- 4.4 Calculations for Machinability Index Criterion -- 4.5 Calculations for Estimated Cost Per Lbs Criterion -- 5 Global and Local Weights Calculations -- 6 Decision Matrix -- 7 Ranking the Alternatives -- 8 Discussion and Conclusion -- References -- Problems of Visualization and 3d Modeling in Chemistry: Analysis of Electronodonor Properties and Spatial Complex-Forming Structure of the Obtained Sulfocationite -- 1 Introduction -- 2 Method of Calculation -- 3 DFT Analysis -- 4 Research of Including Complex-Forming -- 5 Conclusion -- References. , Application of Modern Technologies for Planning Improvement and Saving on Costs in the Enterprise of the Industry 4.0.

Additional Edition: ISBN 3-030-68003-7

Language: English

Keywords: Congressos ; Llibres electrònics ; Congressos ; Llibres electrònics