LEADER 11338nam 22005053 450 001 9910806198303321 005 20240203060212.0 010 $a3-031-51521-8 035 $a(MiAaPQ)EBC31096062 035 $a(Au-PeEL)EBL31096062 035 $a(EXLCZ)9930156891700041 100 $a20240203d2024 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$a12th World Conference Intelligent System for Industrial Automation (WCIS-2022) $eVolume 1 205 $a1st ed. 210 1$aCham :$cSpringer International Publishing AG,$d2024. 210 4$d©2024. 215 $a1 online resource (415 pages) 225 1 $aLecture Notes in Networks and Systems Series ;$vv.718 311 08$aPrint version: Aliev, R. A. 12th World Conference Intelligent System for Industrial Automation (WCIS-2022) Cham : Springer International Publishing AG,c2024 9783031515200 327 $aIntro -- Preface -- Organization -- Contents -- Z-Number-Valued Clustering -- Evolution of Cyber Physical Systems Towards Industrial Metaverse -- Intellectual Device for Measuring the Humidity of Bulk Materials -- 1 Introduction -- 1.1 Research Object -- 1.2 The Relevance of the Work -- 2 Methods -- 3 Results -- 4 Conclusions -- References -- University Selection by Using Z-TOPSIS Methodology -- 1 Introduction -- 2 Preliminaries -- 3 Statement of the Problem and Z-TOPSIS -- 4 Experimental Verification of the Z-TOPSIS Method -- 5 Conclusion -- References -- Industrial Metaverse: Solutions from a Higher-Dimensional World -- 1 Introduction -- 2 Pilot Projects -- 3 Building Industrial Metaverses -- 3.1 Digitalization -- 3.2 Actualization -- 4 Benefiting from Industrial Metaverses -- 4.1 Productivity Tool -- 4.2 Education and Training -- 4.3 Industrial Integration and Upgrading -- 5 Growing Interest -- 6 Concluding Remarks -- References -- Informativeness of Feature Sets in Data with Missing Values -- 1 Introduction -- 2 Methods -- 2.1 Splitting into Intervals According to the Criterion of Dominance of Representatives of Classes -- 2.2 Membership Function and Stability of Feature -- 2.3 Formation of a Sequence of Features According to Stability -- 3 Results -- 4 Conclusion -- References -- Diagnosis of Faults in Electro-Mechanical Devices from Vibration Measurements -- 1 Introduction -- 1.1 Problem Statement -- 1.2 Aims and Objectives -- 2 Methodology -- 2.1 Expected Results -- 3 Machine Diagnosis Analysis -- 3.1 AI in Mechanical Engineering -- 3.2 Classification Algorithms -- 4 Results and Discussion -- 5 Conclusion -- References -- A Comprehensive but Simple Method Decision Making in Z-Environment -- 1 Introduction -- 2 Preliminaries -- 3 Problem Statement and Solution -- 4 An Application Business Location Selection -- 5 Conclusion -- References. 327 $aClassification of Threats to Information Security of the "Smart Home" System -- 1 Introduction -- 2 Main Part -- 3 Conclusions -- References -- Finding Individual Feature Space for Quick Decision -- 1 Introduction -- 2 Methodology -- 3 Realization of the Concept -- 4 Computational Experiment -- References -- Development of Reliable TOPSIS Method Using Intuitionistic Z-Numbers -- 1 Introduction -- 2 Preliminaries -- 3 TOPSIS Using Intuitionistic Z-Number -- 4 Supplier Selection Problem -- 5 Results and Discussion -- 6 Conclusion -- References -- Analysis of Algorithm of Binary Classifiers to Improve Attack Detection Systems -- 1 Introduction -- 2 Literature Review -- 3 Materials and Methods -- 4 Analysis and Results -- 5 Conclusions -- References -- Features of Intuitionistic Fuzzy Logic Application in Software Algorithms -- 1 Introduction -- 2 Basic Approaches to the Construction of Intuitionistic Fuzzy Sets -- 3 Development of Complex Algorithms for the Analysis of Data Sets Based on Intuitionistic Fuzzy Sets -- 4 Representation of Intuitionistic Fuzzy Sets as Intervals -- 5 Conclusion -- References -- Defect Detection of Casting Products Using Convolutional Neural Network -- 1 Introduction -- 2 Materials and Methods -- 2.1 Dataset -- 2.2 Convolutional Neural Networks -- 2.3 Evaluation Metrics -- 3 Experiments, Results, and Discussions -- 3.1 Experiments -- 3.2 Results -- 3.3 Discussions -- 4 Conclusion -- References -- A New Type of Architecture for Neural Networks with Multi-connected Weights in Classification Problems -- 1 Introduction -- 2 Description of the Architecture -- 3 The Structure of MCNN Model and Main Result -- 3.1 Training the MCNN -- 4 Computational Experiments -- 5 Conclusion -- References -- Using the Capabilities of Artificial Neural Networks in the Cryptanalysis of Symmetric Lightweight Block Ciphers -- 1 Introduction. 327 $a2 Overview of Artificial Neural Network -- 2.1 Components of Artificial Neural Networks -- 2.2 Activation Function -- 2.3 Rectified Linear Unit (ReLu) Function -- 2.4 Loss Function -- 2.5 Mean Squared Error -- 2.6 Optimizer -- 2.7 Epoch -- 3 Simplified AES Algorithm -- 4 Methods -- 5 Attack Experiments and Results -- 6 Conclusion -- References -- Intuitionistic Fuzzy Evaluation of Basic Human Needs -- 1 Introduction -- 2 Statement of the Problem -- 3 An Algorithm for Computation of BHNI -- 4 Computation Results of BHNI -- 5 Conclusion -- References -- Interpretable Neural Network Models in School Teacher Success Prediction -- 1 Introduction -- 2 Data -- 3 Methods -- 3.1 Neural Networks -- 3.2 Integrated Gradients -- 3.3 SHAP -- 4 Results -- 5 Conclusion -- References -- E-payment Systems Security Solutions Using Facial Authentication Based on Artificial Neural Networks -- 1 Introduction -- 1.1 Threats to the Security of e-payment Systems in Uzbekistan -- 2 Method and Materials -- 2.1 Proposed Methodology -- 2.2 The Principle of Operation of the System -- 3 Conclusion -- References -- Development of a Prototype of a Medical Application Using a Type-2 Fuzzy Inference System -- 1 Introduction -- 2 Research Methods -- 3 Study -- 4 Implementation -- 5 The Results Obtained -- 6 Conclusion -- References -- Model of Circuits of Anti-repeat Relays of Train Routes -- 1 Introduction -- 2 Methods -- 3 Results and Discussion -- 4 Conclusion -- References -- Brief Introduction to Type-3 Fuzzy Rules -- 1 Introduction -- 2 Preliminaries -- 3 Comparative Analysis Between Type-1, Type-2 and Type-3 Fuzzy Rules -- 4 Conclusion -- References -- Improved System of Remote Monitoring, Control and Diagnosis of the State of Oil Raw Materials in the Process of Its Storage -- 1 Introduction -- 2 Technical Results from the Implementation of the System. 327 $a2.1 Adaptive System for Remote Monitoring, Control and Diagnostics -- 3 Defuzzification -- 4 Conclusion -- References -- Design of Intelligent Greenhouse Environment Monitoring and Control System Based on Qt -- 1 Introduction -- 2 Overall System Design -- 3 System Hardware Part Design -- 3.1 Host Controller -- 3.2 Lower Level Controller -- 3.3 Sensors -- 4 System Software Part Design -- 4.1 Data Collection and Storage -- 4.2 Feedback Control -- 4.3 Data Display -- 5 System Test -- 6 Conclusion -- References -- Algorithms for Stable Compensation of Unmeasurable Perturbations in Control Systems for Dynamic Objects -- 1 Introduction -- 2 Problem Statement -- 3 Regularization Algorithms for Solving Systems of Linear Algebraic Equations -- 4 Conclusion -- References -- Technology for Creating Systems for Monitoring and Predictive Modeling the State of Hazardous Phenomena and Objects (on the Example of the Covid-19 Epidemic) -- 1 Introduction -- 2 Creation of Systems for Monitoring and Predictive Modeling the State of Hazardous Phenomena and Objects -- 3 Conclusion -- References -- Decision Making on Job Selection Under Risk by Using Type-2 Fuzzy Logic -- 1 Introduction -- 2 Preliminaries -- 3 Statement of the Problem -- 4 Solution of the Problem -- 5 Conclusion -- References -- Methodology for Building a Medical Expert System for Disease Diagnosis -- 1 Introduction -- 2 Analysis of the Characteristics of the Decision Tree -- 3 Organization of the Database and Software Implementation of the Algorithm -- 4 Conclusion -- References -- Determination of Connection Between Fractal Dimensions and Fuzzy Modeling -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Conclusion -- References -- The Effect of Locus of Control and Thinking Style on Impulse Buying Behaviour from the Perspectives on Gender Differences -- 1 Introduction -- 2 Literature Review. 327 $a2.1 Locus of Control -- 2.2 Thinking Style -- 2.3 Impulse Buying Behaviour -- 3 Methodology -- 3.1 Data Analysis -- 4 Results and Discussion -- 4.1 Preliminaries -- 5 Solution of the Problem -- 6 Conclusion -- References -- Study of Decentralized Resource Allocation System Under Partial Uncertainty -- 1 Introduction -- 2 Analysis of the Decentralized Energy Distribution System -- 3 Application of Approximate Methods to Optimize Resource Allocation -- 4 Formalization of the Distribution Problem in a Fuzzy Form -- 5 Evaluation of Effectiveness -- 6 Conclusion -- References -- Using Intelligent System for Diagnosis of Chronic Hepatitis B -- 1 Introduction -- 2 Intelligent Systems -- 3 Methodology of the Problem -- 4 Intelligent System Design -- 5 Conclusion -- References -- Applying Multi-layer Perceptron Neural Network to Predict Wind Speed in Lebanon -- 1 Introduction -- 2 Material and Methods -- 2.1 Study Area and Data -- 2.2 Multi-Layer Perceptron Neural Network (MLPNN) -- 2.3 Prediction of Wind Speed Prediction with Selected Inputs -- 2.4 Statistical Indices -- 3 Results and Discussion -- 3.1 Data Characteristics -- 3.2 Evaluate the Influence of Input Variables -- 4 Conclusions -- References -- Intelligent Systems Applications in Gastronomy -- 1 Introduction -- 2 Materials and Methods -- 3 Literary Research -- 3.1 Information Technologies -- 3.2 Intelligent Systems Usage Areas -- 3.3 Hardware and Software -- 3.4 Intelligent Systems and Fuzzy Logic -- 4 Conclusion -- References -- Application of Artificial Neural Network to Improve DRASTIC-Based Groundwater Vulnerability Assessment -- 1 Introduction -- 2 Materials and Methods -- 2.1 Introduction of Study Area -- 2.2 DRASTIC Model -- 2.3 Artificial Neural Network -- 3 Validation -- 4 Results and Discussion -- 5 Conclusion -- References. 327 $aPrediction of Dynamic Viscosity of Biodiesel Using Various Artificial Neural Network Methods, Response Surface Methodology, and Multiple Linear Regressions. 410 0$aLecture Notes in Networks and Systems Series 700 $aAliev$b R. A$0563735 701 $aYusupbekov$b Nodirbek Rustambekovich$01592049 701 $aKacprzyk$b Janusz$021367 701 $aPedrycz$b Witold$021029 701 $aBabanli$b M. B$01592050 701 $aSadikoglu$b Fahreddin M$01592051 701 $aTurabdjanov$b S. M$01592052 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910806198303321 996 $a12th World Conference Intelligent System for Industrial Automation (WCIS-2022)$93907885 997 $aUNINA