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12th World Conference "Inte...
Monografía
monografia Rebiun36016262 https://catalogo.rebiun.org/rebiun/record/Rebiun36016262 m o d | cr cnu|||||||| 240129s2024 sz | o |||| 0|eng d 3-031-51521-8 10.1007/978-3-031-51521-7 doi UPVA 998566348203706 UAM 991008301751104211 CBUC 991010905577806709 UCAR 991008427577604213 MiAaPQ eng rda pn MiAaPQ MiAaPQ UYQ bicssc COM004000 bisacsh UYQ thema 670.28563 23 12th World Conference "Intelligent System for Industrial Automation" (WCIS-2022) Volume 1 edited by R. A. Aliev, Nodirbek Rustambekovich Yusupbekov, Janusz Kacprzyk, Witold Pedrycz, M. B. Babanli, Fahreddin M. Sadikoglu, S. M. Turabdjanov 1st ed. 2024 Cham Springer Nature Switzerland Imprint: Springer 2024 Cham Cham Springer Nature Switzerland Imprint: Springer 1 online resource (415 pages) 1 online resource (415 pages) Text txt rdacontent computer c rdamedia online resource cr rdacarrier Lecture Notes in Networks and Systems 2367-3389 718 Intro -- Preface -- Organization -- Contents -- Z-Number-Valued Clustering -- Evolution ofCyber Physical Systems Towards Industrial Metaverse -- Intellectual Device forMeasuring theHumidity ofBulk Materials -- 1 Introduction -- 1.1 Research Object -- 1.2 The Relevance oftheWork -- 2 Methods -- 3 Results -- 4 Conclusions -- References -- University Selection byUsing Z-TOPSIS Methodology -- 1 Introduction -- 2 Preliminaries -- 3 Statement oftheProblem andZ-TOPSIS -- 4 Experimental Verification oftheZ-TOPSIS Method -- 5 Conclusion -- References -- Industrial Metaverse: Solutions fromaHigher-Dimensional World -- 1 Introduction -- 2 Pilot Projects -- 3 Building Industrial Metaverses -- 3.1 Digitalization -- 3.2 Actualization -- 4 Benefiting fromIndustrial Metaverses -- 4.1 Productivity Tool -- 4.2 Education andTraining -- 4.3 Industrial Integration andUpgrading -- 5 Growing Interest -- 6 Concluding Remarks -- References -- Informativeness ofFeature Sets inData withMissing Values -- 1 Introduction -- 2 Methods -- 2.1 Splitting intoIntervals According totheCriterion ofDominance ofRepresentatives ofClasses -- 2.2 Membership Function andStability ofFeature -- 2.3 Formation ofaSequence ofFeatures According toStability -- 3 Results -- 4 Conclusion -- References -- Diagnosis ofFaults inElectro-Mechanical Devices fromVibration Measurements -- 1 Introduction -- 1.1 Problem Statement -- 1.2 Aims andObjectives -- 2 Methodology -- 2.1 Expected Results -- 3 Machine Diagnosis Analysis -- 3.1 AI inMechanical Engineering -- 3.2 Classification Algorithms -- 4 Results andDiscussion -- 5 Conclusion -- References -- AComprehensive butSimple Method Decision Making inZ-Environment -- 1 Introduction -- 2 Preliminaries -- 3 Problem Statement andSolution -- 4 AnApplication Business Location Selection -- 5 Conclusion -- References Classification ofThreats toInformation Security ofthe"Smart Home" System -- 1 Introduction -- 2 Main Part -- 3 Conclusions -- References -- Finding Individual Feature Space forQuick Decision -- 1 Introduction -- 2 Methodology -- 3 Realization oftheConcept -- 4 Computational Experiment -- References -- Development ofReliable TOPSIS Method Using Intuitionistic Z-Numbers -- 1 Introduction -- 2 Preliminaries -- 3 TOPSIS Using Intuitionistic Z-Number -- 4 Supplier Selection Problem -- 5 Results andDiscussion -- 6 Conclusion -- References -- Analysis ofAlgorithm ofBinary Classifiers toImprove Attack Detection Systems -- 1 Introduction -- 2 Literature Review -- 3 Materials andMethods -- 4 Analysis andResults -- 5 Conclusions -- References -- Features ofIntuitionistic Fuzzy Logic Application inSoftware Algorithms -- 1 Introduction -- 2 Basic Approaches totheConstruction ofIntuitionistic Fuzzy Sets -- 3 Development ofComplex Algorithms fortheAnalysis ofData Sets Based onIntuitionistic Fuzzy Sets -- 4 Representation ofIntuitionistic Fuzzy Sets asIntervals -- 5 Conclusion -- References -- Defect Detection ofCasting Products Using Convolutional Neural Network -- 1 Introduction -- 2 Materials andMethods -- 2.1 Dataset -- 2.2 Convolutional Neural Networks -- 2.3 Evaluation Metrics -- 3 Experiments, Results, andDiscussions -- 3.1 Experiments -- 3.2 Results -- 3.3 Discussions -- 4 Conclusion -- References -- ANew Type ofArchitecture forNeural Networks withMulti-connected Weights inClassification Problems -- 1 Introduction -- 2 Description oftheArchitecture -- 3 The Structure ofMCNN Model andMain Result -- 3.1 Training theMCNN -- 4 Computational Experiments -- 5 Conclusion -- References -- Using theCapabilities ofArtificial Neural Networks intheCryptanalysis ofSymmetric Lightweight Block Ciphers -- 1 Introduction 2 Overview ofArtificial Neural Network -- 2.1 Components ofArtificial 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 andResults -- 6 Conclusion -- References -- Intuitionistic Fuzzy Evaluation ofBasic Human Needs -- 1 Introduction -- 2 Statement oftheProblem -- 3 AnAlgorithm forComputation ofBHNI -- 4 Computation Results ofBHNI -- 5 Conclusion -- References -- Interpretable Neural Network Models inSchool 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 onArtificial Neural Networks -- 1 Introduction -- 1.1 Threats totheSecurity ofe-payment Systems inUzbekistan -- 2 Method andMaterials -- 2.1 Proposed Methodology -- 2.2 The Principle ofOperation oftheSystem -- 3 Conclusion -- References -- Development ofaPrototype ofaMedical Application Using aType-2 Fuzzy Inference System -- 1 Introduction -- 2 Research Methods -- 3 Study -- 4 Implementation -- 5 The Results Obtained -- 6 Conclusion -- References -- Model ofCircuits ofAnti-repeat Relays ofTrain Routes -- 1 Introduction -- 2 Methods -- 3 Results andDiscussion -- 4 Conclusion -- References -- Brief Introduction toType-3 Fuzzy Rules -- 1 Introduction -- 2 Preliminaries -- 3 Comparative Analysis Between Type-1, Type-2 andType-3 Fuzzy Rules -- 4 Conclusion -- References -- Improved System ofRemote Monitoring, Control andDiagnosis oftheState ofOil Raw Materials intheProcess ofIts Storage -- 1 Introduction -- 2 Technical Results fromtheImplementation oftheSystem 2.1 Adaptive System forRemote Monitoring, Control andDiagnostics -- 3 Defuzzification -- 4 Conclusion -- References -- Design ofIntelligent Greenhouse Environment Monitoring andControl System Based onQt -- 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 andStorage -- 4.2 Feedback Control -- 4.3 Data Display -- 5 System Test -- 6 Conclusion -- References -- Algorithms forStable Compensation ofUnmeasurable Perturbations inControl Systems forDynamic Objects -- 1 Introduction -- 2 Problem Statement -- 3 Regularization Algorithms forSolving Systems ofLinear Algebraic Equations -- 4 Conclusion -- References -- Technology forCreating Systems forMonitoring andPredictive Modeling theState ofHazardous Phenomena andObjects (ontheExample oftheCovid-19 Epidemic) -- 1 Introduction -- 2 Creation ofSystems forMonitoring andPredictive Modeling theState ofHazardous Phenomena andObjects -- 3 Conclusion -- References -- Decision Making onJob Selection Under Risk byUsing Type-2 Fuzzy Logic -- 1 Introduction -- 2 Preliminaries -- 3 Statement oftheProblem -- 4 Solution oftheProblem -- 5 Conclusion -- References -- Methodology forBuilding aMedical Expert System forDisease Diagnosis -- 1 Introduction -- 2 Analysis oftheCharacteristics oftheDecision Tree -- 3 Organization oftheDatabase andSoftware Implementation oftheAlgorithm -- 4 Conclusion -- References -- Determination ofConnection Between Fractal Dimensions andFuzzy Modeling -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Conclusion -- References -- The Effect ofLocus ofControl andThinking Style onImpulse Buying Behaviour fromthePerspectives onGender Differences -- 1 Introduction -- 2 Literature Review 2.1 Locus ofControl -- 2.2 Thinking Style -- 2.3 Impulse Buying Behaviour -- 3 Methodology -- 3.1 Data Analysis -- 4 Results andDiscussion -- 4.1 Preliminaries -- 5 Solution oftheProblem -- 6 Conclusion -- References -- Study ofDecentralized Resource Allocation System Under Partial Uncertainty -- 1 Introduction -- 2 Analysis oftheDecentralized Energy Distribution System -- 3 Application ofApproximate Methods toOptimize Resource Allocation -- 4 Formalization oftheDistribution Problem inaFuzzy Form -- 5 Evaluation ofEffectiveness -- 6 Conclusion -- References -- Using Intelligent System forDiagnosis ofChronic Hepatitis B -- 1 Introduction -- 2 Intelligent Systems -- 3 Methodology oftheProblem -- 4 Intelligent System Design -- 5 Conclusion -- References -- Applying Multi-layer Perceptron Neural Network toPredict Wind Speed inLebanon -- 1 Introduction -- 2 Material andMethods -- 2.1 Study Area andData -- 2.2 Multi-Layer Perceptron Neural Network (MLPNN) -- 2.3 Prediction ofWind Speed Prediction withSelected Inputs -- 2.4 Statistical Indices -- 3 Results andDiscussion -- 3.1 Data Characteristics -- 3.2 Evaluate theInfluence ofInput Variables -- 4 Conclusions -- References -- Inte