| Description |
1 online resource (xv, 374 pages) : illustrations (some color) |
| Series |
Lecture notes in networks and systems, 2367-3389 ; 912 |
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Lecture notes in networks and systems ; v. 912. 2367-3389
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| Contents |
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 |
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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 |
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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 |
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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 |
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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 |
| Summary |
This book presents the proceedings of the 12th World Conference "Intelligent systems for industrial automation", WCIS-2022 held in Tashkent, Uzbekistan, on November 25-26, 2022. It includes contributions from diverse areas of intelligent industrial systems design, intelligent information systems, decision making under imperfect information and others. The topics of the papers include hybrid control systems, pattern recognition, industry 4.0, information security, neural computing, fuzzy computation, decision making and support systems, and others |
| Notes |
Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed February 28, 2024) |
| Subject |
Artificial intelligence -- Industrial applications -- Congresses
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| Genre/Form |
Electronic books
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| Form |
Electronic book
|
| Author |
Aliev, R. A. editor
|
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Yusupbekov, Nodirbek Rustambekovich, editor.
|
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Kacprzyk, Janusz, editor.
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Pedrycz, Witold, 1953- editor.
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Babanli, Mustafa B., editor.
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Sadikoglu, Fahreddin M., editor.
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Turabdjanov, S. M. editor
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| ISBN |
9783031534881 |
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3031534883 |
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