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12th World Conference Intelligent System for Industrial Automation (WCIS-2022) : Volume 1
| 12th World Conference Intelligent System for Industrial Automation (WCIS-2022) : Volume 1 |
| Autore | Aliev R. A |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2024 |
| Descrizione fisica | 1 online resource (415 pages) |
| Altri autori (Persone) |
YusupbekovNodirbek Rustambekovich
KacprzykJanusz PedryczWitold BabanliM. B SadikogluFahreddin M TurabdjanovS. M |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 3-031-51521-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- 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.
Classification 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. 2 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. 2.1 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. 2.1 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. Prediction of Dynamic Viscosity of Biodiesel Using Various Artificial Neural Network Methods, Response Surface Methodology, and Multiple Linear Regressions. |
| Record Nr. | UNINA-9910806198303321 |
Aliev R. A
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| Cham : , : Springer International Publishing AG, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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12th World Conference Intelligent System for Industrial Automation (WCIS-2022) : Volume 2
| 12th World Conference Intelligent System for Industrial Automation (WCIS-2022) : Volume 2 |
| Autore | Aliev R. A |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer, , 2024 |
| Descrizione fisica | 1 online resource (388 pages) |
| Altri autori (Persone) |
YusupbekovNodirbek Rustambekovich
Kacprzyk Janusz PedryczWitold BabanliM. B SadikogluFahreddin M TurabdjanovS. M |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 3-031-53488-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Implementation of the Thematic Text Analysis Algorithm Using Machine Learning -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Development of a Mathematical Model of Sequential Arrangement of a Group of Wagons Along Station Tracks -- 1 Introduction -- 2 Materials and Methods -- 3 Results and Discussion -- 4 Conclusion -- References -- A Bert Model with Deep Learning Approach in Natural Language Processing (NLP) -- 1 Introduction -- 2 Methodology -- 2.1 Datasets -- 2.2 Preprocessing -- 2.3 Feature Extraction -- 2.4 Classifiers -- 3 Results -- 4 Discussions -- 5 Conclusions -- References -- Application of Outline Methods for Image Processing -- 1 Introduction -- 2 Emphasizing the Contours of Images -- 3 Conclusion -- References -- Structure of a Pragmatically-Oriented Model of an Agglutinative Natural Language Exemplified with Tatar -- 1 Introduction -- 2 Decentralized NL Model -- 3 Semiotic Models of Lexical and Grammatical Means of NLs -- 4 Software-Algorithmic Content of NL Modelling Systems -- 5 On Potential of Tatar Language Grammar for Developing Intelligent Systems -- 6 Conclusion and Plans for Future Research -- References -- Application of a Piecewise Linear Decision Tree Algorithm to Detect Phishing URLs in IoT Devices -- 1 Introduction -- 2 Basic Concepts and Methods for Phishing Attacks -- 2.1 Techniques in Phishing Attacks -- 2.2 Methods and Algorithms for Classifying Phishing URLs -- 3 Selection of Attributes for Detecting Phishing Attacks -- 4 Computational Experiments -- 5 Conclusion -- References -- The Potential of Machine Learning for Tackling Flood Disaster in Monrovia -- 1 Introduction -- 2 Methodology -- 2.1 Study Area -- 2.2 Data Type and Source -- 2.3 Cascade Forward Neural Network (CFNN) -- 2.4 Training and Testing.
2.5 Model Accuracy Evaluation -- 2.6 Root Mean Square Error (RMSE) -- 2.7 Input and Output Variables -- 3 Results -- 3.1 Cascade Feedforward Neuron Networks with All Five Inputs -- 3.2 Elman Neuron Network with All Five Inputs -- 3.3 Discussion -- 4 Conclusion -- References -- Wireless Charging Technology or Wireless Transmission of Electrical Energy: Theoretical and Practical Importance -- 1 Introduction -- 2 Research Methods -- 3 Research Results and Discussion -- 4 Conclusion -- References -- Development of an Indicator of Social Success of Social Network Users to Improve Intelligent Management Systems -- 1 Introduction -- 2 Data -- 3 Methods -- 3.1 Constructing Social Graphs to Calculate Metrics of Network Users -- 3.2 Normalization of User Metrics Data -- 3.3 Correlation Analysis -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- Development of an Educational Intelligent System to Detect Particles Suitable for 3D-Printing -- 1 Introduction -- 2 Research Methods -- 3 Study -- 4 Implementation -- 5 Code Listing -- 6 Conclusion -- References -- Modeling and Control of Decentralized Microgrid Based on Renewable Energy and Electric Vehicle Charging Station -- 1 Introduction -- 2 Methods -- 2.1 Mathematic Modeling -- 3 Results and Discussion -- 4 Conclusion -- References -- Intelligent Glass Production Process Control System -- 1 Introduction -- 2 Method for Improved Control of the Glass Melting Process -- 3 Application of Intelligent Control System in Glass Melting Process Control -- 4 Conclusion -- References -- Digital OntoMath Ecosystem Tools for Managing and Developing Mathematical Knowledge -- 1 Introduction -- 2 Composition of the OntoMath Ecosystem -- 3 Semantic Services of the OntoMath Digital Ecosystem -- 4 Conclusion -- References -- Development and Optimization of Digital Twin Model for the Deethanizer Distillation Unit. 1 Introduction -- 2 Description of Scientific-Technical Solution -- 3 Research Results -- 4 Conclusion -- References -- Intelligent Processing Time Characteristics of the Flow of the Impulse Component of the Train Shunt Resistance -- 1 Introduction -- 2 Material and Methods -- 3 Results and Discussions -- 4 Conclusion -- References -- Algorithm of Generating One-Time Passwords for Two-Factor Authentication of Users -- 1 Introduction -- 2 Main Part -- 2.1 The Proposed Two-Factor Authentication Algorithm -- 3 Conclusion -- References -- Modified Base Vector Method and Algorithm for Detecting Spam Messages -- 1 Introduction -- 2 Main Part -- 3 Conclusion -- References -- Prediction of Mechanical Power of New Design of Savonius Wind Turbine Using Various Empirical Models -- 1 Introduction -- 2 Material and Methods -- 2.1 Experimental Setup -- 2.2 Machine Learning Models (MLMs) -- 2.3 ARIMA Model -- 2.4 MLR Model -- 3 Results and Discussion -- 3.1 Estimating the Mechanical Power Using Various Empirical Models -- 3.2 Evaluation of the Model's Performance -- 4 Conclusions -- References -- Account Transport Demand When Modeling the Matrix of Inter-District Transport Connection -- 1 Introduction -- 2 Method -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- An Effective Probabilistic Model for Clutter Signal Representation -- 1 Introduction -- 2 Proposed Statistical Model -- 2.1 Maximum Likelihood Estimation -- 3 Kolmogorov-Smirnov test (K-S) -- 3.1 Data Collection -- 4 Results -- 5 Conclusion -- References -- Security Management Methods for Infocommunication Systems -- 1 Introduction -- 2 Method -- 3 Results -- 4 Conclusion -- References -- "Turkic Morpheme": From the Portal to the Linguistic Platform -- 1 Introduction -- 2 Linguistic Platforms Review -- 3 "Turkic Morpheme" Platform Description -- 4 Conclusion -- References. Verification of the Ontology of Professional Mathematics OntoMathPRO -- 1 Introduction -- 2 OntoMathPRO Architecture -- 3 Verification and Correction of the OntoMathPRO Ontology -- 3.1 Main Found Issues -- 3.2 Different Conceptualizations -- 4 Conclusion -- References -- Control of Distorted Image Points Based on the Mechanism of Identification of a Micro-object with a Cosine Transform -- 1 Introduction -- 2 Main Part -- 2.1 Methods for Optimizing the Identification of Micro-objects Based on the Mechanisms for Using Redundant Structural Components of the Image -- 2.2 The Results of Identification of Micro-objects Based on the Mechanisms of Using Redundant Structural Components -- 3 The Discussion of the Results -- 3.1 Applications of Modified Algorithms for the Identification of Images of Micro-objects -- 4 Conclusion -- References -- Magnetoelectric Actuating Device for Providing Delicate Capture of the Object of Manipulation in Intelligent Robots -- 1 Introduction -- 2 Main Part -- 3 Calculation of the Permissible Current Density in the Armature Circuit -- 4 Results of the Study of the Thrust Force of a Linear Magnetoelectric Direct Current Element -- 5 Calculation of the Diameter of the Wire Wound on the Anchor Core -- 6 Conclusions -- References -- CNN Based Deep Learning for Vehicle Re-identification -- 1 Introduction -- 2 Deep Learning for Vehicle Identification -- 3 Structure of Vehicle Re-identification System -- 4 Simulations -- 5 Conclusion -- References -- Algorithm for Provision of Distributed Cloud Data Center Resources Based on Central Management System -- 1 Introduction -- 2 Formulation of the Problem -- 3 Problem Solving -- 4 Results and Analysis -- 5 Conclusion -- References -- Design an Efficient Electrochemical System for Treatment Oil-Polluted Waters -- 1 Introduction -- 2 Methodology -- 3 Experimental Results and Discussions. 4 Conclusion -- References -- Honeywell PROFIT® BLENDING AND MOVEMENT Commissioning Experience at Offshore Terminal -- 1 Introduction -- 2 Problem Statement -- 3 PROFIT® BLENDING AND MOVEMENT Solution -- 3.1 Profit ® Blending Suite Software Package -- 3.2 Profit ® Movement Suite software complex -- 4 Conclusion -- References -- Structural-Mode Graphs of Electromagnetic and Mechatronic Modules of Intelligent Robots -- 1 Introduction -- 2 Research Methodology -- 3 Analysis and Results -- 4 Conclusion -- References -- Assessment of Severity Degree of Lost Circulation During Well Drilling Based on Integrated Geological and Technological Information Using Fuzzy Cluster Analysis -- 1 Introduction -- 2 Research Methods -- 3 Research Results -- 4 Discussion and Analysis of the Obtained Results -- 5 Conclusion -- References -- Platform Enablers for Digital Transformation: Case For Smart Campus Service Architecture -- 1 Introduction -- 2 Motivation -- 3 Methodology -- 3.1 Smart campus platform enablers for digital transformation and modeling aspects -- 4 Conclusion -- References -- Features of Mathematical Modeling in Urban Planning and Transport Planning -- 1 Introduction -- 2 The Main Part -- 3 Conclusion -- References -- The Choice of a Generalized Criterion for the Efficiency of an Automated Electric Drive of a Railway Rolling Stock -- 1 Introduction -- 2 A Method for Solving Optimization Issues -- 3 Conclusions -- References -- Determination of Valve Seal Construction Angle Using Fuzzy Logic -- 1 Introduction -- 2 Materials and Methods -- 3 Conclusions -- References -- A Comparison of Lightweight Cryptographic Algorithms -- 1 Introduction -- 2 Lightweight Cryptography -- 2.1 Symmetric Cryptography -- 2.2 Public Key Cryptography -- 2.3 Use of Lightweight Cryptography -- 3 Lightweight Ciphers Evaluation. 3.1 Evaluation of Lightweight Ciphers in Terms of Cost. |
| Record Nr. | UNINA-9910838277003321 |
|
Aliev R. A
|
||
| Cham : , : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||