11375nam 2200565 450 991048384680332120231110225559.03-030-68004-5(CKB)4100000011801620(MiAaPQ)EBC6521525(Au-PeEL)EBL6521525(OCoLC)1244626478(PPN)254721850(EXLCZ)99410000001180162020211012d2021 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrier11th world conference "Intelligent System for Industrial Automation" (WCIS-2020) /Rafik Aziz Aliev [and four others] editorsCham, Switzerland :Springer,[2021]©20211 online resource (xvii, 615 pages) illustrationsAdvances in Intelligent Systems and Computing ;v.13233-030-68003-7 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.Advances in Intelligent Systems and Computing Intel·ligència artificialthubAplicacions industrialsthubArtificial intelligenceIndustrial applicationsCongressesCongressosthubLlibres electrònicsthubIntel·ligència artificialAplicacions industrialsArtificial intelligenceIndustrial applications670.28563Aliev R. A(Rafik Aziz ogly),MiAaPQMiAaPQMiAaPQBOOK991048384680332111th world conference "Intelligent System for Industrial Automation" (WCIS-2020)1902302UNINA