12th World Conference Intelligent System for Industrial Automation (WCIS-2022) : Volume 2

• Record Nr.: UNINA9910838277003321
• Autore: Aliev R. A
• Pubbl/distr/stampa: Cham : , : Springer, , 2024; ©2024
• ISBN: 3-031-53488-3
• Edizione: [1st ed.]
• Descrizione fisica: 1 online resource (388 pages)
• Collana: Lecture Notes in Networks and Systems Series ; ; v.912
• Altri autori (Persone): YusupbekovNodirbek Rustambekovich; Kacprzyk Janusz; PedryczWitold; BabanliM. B; SadikogluFahreddin M; TurabdjanovS. M
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• 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.