Keywords:
Artificial intelligence-Vocational guidance.
;
Electronic books.
Type of Medium:
Online Resource
Pages:
1 online resource (862 pages)
Edition:
1st ed.
ISBN:
9783030037666
Series Statement:
Advances in Intelligent Systems and Computing Series ; v.891
URL:
https://ebookcentral.proquest.com/lib/geomar/detail.action?docID=5625928
DDC:
006.3023
Language:
English
Note:
Intro -- Preface -- Organizing Committee -- Honorary Chairs -- Advisory Committee Chair -- Conference Chairs -- Program Chairs -- Publication Chairs -- Local Organization Chairs -- Finance Chairs -- Program Committees -- Contents -- Complex Network Control -- Truncation Error Correction for Dynamic Matrix Control Based on RBF Neural Network -- Abstract -- 1 Introduction -- 2 Dynamic Matrix Control Algorithm -- 3 Truncation Error Correction Based on Neural Network -- 3.1 Analysis of Truncation Error -- 3.2 Radial Basis Function Neural Network (RBF) Modeling -- 4 The Simulation Analysis -- 5 Conclusion -- Acknowledgements -- References -- Research on Temperature Compensation Technology of Micro-Electro-Mechanical Systems Gyroscope in Strap-Down Inertial Measurement Unit -- Abstract -- 1 Introduction -- 2 Error Analysis of MEMS Gyroscope -- 3 MEMS Gyroscope Temperature Drift Modeling Compensation -- 4 Experimental Results and Analysis -- 5 Conclusion -- Acknowledgements -- References -- A Network Security Situation Awareness Model Based on Risk Assessment -- Abstract -- 1 Introduction -- 2 Related Works and Motivation -- 3 Modeling of RA-NSSA -- 3.1 Function of Perception Level -- 3.2 Function of Comprehension Level -- 3.3 Function of Projection Level -- 4 Implementation Example -- 5 Conclusion -- Acknowledgement -- References -- An Algorithm of Crowdsourcing Answer Integration Based on Specialty Categories of Workers -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Crowdsourcing Answer Integration Based on Specialty Categories of Workers -- 3.1 Task Difficulty -- 3.2 Answer Accuracy -- 3.3 Detecting Specialty Categories of Workers -- 3.4 Specialized Accuracy -- 3.5 Algorithm Steps -- 4 Experimental Analysis -- 4.1 Dataset -- 4.2 Parameter Sensitivity Analysis -- 4.2.1 \mu -- 4.2.2 \varepsilon -- 4.3 Algorithm Accuracy Comparison.
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4.4 Algorithm Operation Efficiency Evaluation -- 5 Conclusions -- Acknowledgements -- References -- A Dynamic Load Balancing Strategy Based on HAProxy and TCP Long Connection Multiplexing Technology -- Abstract -- 1 Introduction -- 2 Data Storage Module -- 3 TCP Long Connection Multiplexing Technology -- 3.1 TCP Protocol -- 3.2 TCP Long Connection Multiplexing Technology -- 4 Dynamic Load Balancing Strategy -- 4.1 Load Information Quantification -- 4.2 Processing Capacity Quantification -- 4.3 Comprehensive Quantitative Index of Server -- 5 Experimental Analysis -- 6 Conclusion -- Acknowledgements -- References -- An Improved LBG Algorithm for User Clustering in Ultra-Dense Network -- Abstract -- 1 Introduction -- 2 User Clustering Algorithms -- 2.1 Interference Weight Design -- 2.2 Improved LBG Algorithm in Clustering -- 3 Simulation and Analysis -- 4 Conclusion -- Acknowledgement -- References -- Quadrotors Finite-Time Formation by Nonsingular Terminal Sliding Mode Control with a High-Gain Observer -- Abstract -- 1 Introduction -- 2 Problem Formulation and Preliminaries -- 2.1 Graph Theory -- 2.2 Problem Formulation -- 3 Main Results -- 3.1 Relative Velocity Measurement -- 3.2 NTSM Control of Position Subsystem -- 3.3 NTSM Control of Attitude Subsystem -- 3.4 Stability Analysis -- 4 Simulation Results -- 5 Conclusion -- Acknowledgments -- References -- Flight Control of Tilt Rotor UAV During Transition Mode Based on Finite-Time Control Theory -- Abstract -- 1 Introduction -- 2 Model of a Tilt Rotor UAV -- 3 Transition Flight Control -- 3.1 Control Strategies -- 3.2 Non-singular Terminal Sliding Mode Control Law Based on ESO -- 3.3 Control Allocation -- 4 Simulation and Analysis -- 5 Conclusion -- Acknowledgments -- References -- Energizing Topics and Applications in Computer Sciences.
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A Minimum Spanning Tree Algorithm Based on Fuzzy Weighted Distance -- Abstract -- 1 Introduction -- 1.1 Minimum Spanning Tree (MST) -- 1.2 Indeterminacy -- 2 Related Work -- 2.1 The Basic Concepts of the Indeterminacy Tet -- 2.2 Traditional Clustering Algorithm Based on MST -- 3 MST Clustering Algorithm Based on Fuzzy Weighted Distance (FWMSTClust) -- 3.1 Fuzzy Weighted Distance Metric Based on Indeterminacy Set -- 3.2 The Improved MST Clustering Algorithm in This Paper -- 4 Experimental Analysis -- 5 Conclusion -- Acknowledgement -- References -- Cuckoo Search Algorithm Based on Stochastic Gradient Descent -- Abstract -- 1 Introduction -- 2 Cuckoo Search -- 3 Cuckoo Search Algorithm Based on Stochastic Gradient Descent -- 4 Experiment Results and Analysis -- 5 Conclusions -- Acknowledgement -- References -- Chaotic Time Series Prediction Method Based on BP Neural Network and Extended Kalman Filter -- Abstract -- 1 Introduction -- 2 BP Neural Network Structure -- 3 Extended Kalman Filtering Method -- 3.1 Nonlinear Model Linearization -- 3.2 Mathematical Calculation of the Extended Kalman Filter Algorithm -- 4 Mathematical Models and Experimental Results of Chaotic Time Series Prediction -- 4.1 Mathematical Model of Chaotic Time Series Prediction -- 4.2 Simulation Results of Chaotic Time Series Prediction -- 5 Conclusion -- Acknowledgement -- References -- Machine Learning Techniques for Single-Line-to-Ground Fault Classification in Nonintrusive Fault Detection of Extra High-Voltage Transmission Network Systems -- Abstract -- 1 Introduction -- 2 Proposed Methods -- 2.1 Power-Spectrum-Based Hyperbolic S-Transform -- 2.2 BP-ANN -- 2.3 SVM -- 2.4 k-NN -- 3 Simulations and Results -- 3.1 Environment -- 3.2 Results -- 4 Conclusion -- Acknowledgement -- References -- Crime Prediction of Bicycle Theft Based on Online Search Data -- Abstract -- 1 Introduction.
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2 Related Literature -- 3 Temporal Pattern of Bicycle Theft Crime -- 4 The Correlation Between Related Factors and Bicycle Theft Crime -- 5 Multiple Linear Regression Analysis of the Number of Theft Cases -- 6 Conclusions -- Acknowledgement -- References -- Parametric Method for Improving Stability of Electric Power Systems -- Abstract -- 1 Introduction -- 2 Design Principle of Robust Parametric Method -- 2.1 Parametric Expression of Control Laws -- 2.2 Improvement of the Objective Function -- 2.3 Poles Assignment Based on the Damping Ratio -- 3 Application of Robust Control in Excitation Control -- 3.1 Mathematical Model of the Excitation System -- 3.2 Simulation and Design of Excitation Controller for a Single Machine Infinite System -- 4 Conclusions -- Acknowledgements -- References -- Application of Emergency Communication Technology in Marine Seismic Detection -- Abstract -- 1 Introduction -- 2 Mission Target -- 3 Demand Analysis -- 4 Mission Solution -- 5 Task Implementation -- 6 Conclusion -- Acknowledgement -- References -- Electrical Energy Prediction with Regression-Oriented Models -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Experimental Method and Results -- 3.1 Dataset Description -- 3.2 Data Preprocessing -- 3.3 Regression Models for Energy Prediction -- 3.4 Model Evaluation and Results -- 4 Conclusion -- Acknowledgment -- References -- A Strategy of Deploying Constant Number Relay Node for Wireless Sensor Network -- 1 Introduction -- 2 Related Works -- 3 Deploying Relay Nodes Process -- 4 Experimental Results -- 5 Conclusion -- References -- Noise-Robust Speech Recognition Based on LPMCC Feature and RBF Neural Network -- Abstract -- 1 Introduction -- 2 RBF Neural Network Training Algorithm -- 2.1 Clustering Algorithm -- 2.2 Entire-Supervised Training Algorithm Clustering Algorithm -- 3 Experimental Results -- 3.1 Speech Data.
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3.2 Network Training -- 3.3 Network Recognition -- 3.4 Results and Conclusions -- References -- Research on Web Service Selection Based on User Preference -- Abstract -- 1 Introduction -- 2 Determination of Weight -- 2.1 G1 Method and Steps -- 2.2 Fuzzy Number Improvement G1 Method -- 2.3 Objective QoS Weight -- 2.4 Comprehensive QoS Weight Calculation -- 3 The Improved TOPSIS to Select Services -- 4 Experimental Analysis -- 4.1 Simulation Experiment -- 4.2 Experimental Analysis -- 5 Conclusion -- Acknowledgments -- References -- Discovery of Key Production Nodes in Multi-objective Job Shop Based on Entropy Weight Fuzzy Comprehensive Evaluation -- Abstract -- 1 Introduction -- 2 Multi-objective Job Shop Complex Networks Model -- 2.1 Data Preprocessing -- 2.2 The Establishment of Complex Networks Model -- 3 Entropy Weight Fuzzy Comprehensive Evaluation Method -- 3.1 Complex Networks Key Nodes Evaluation Index -- 3.2 Determine the Weight of the Index -- 3.3 Entropy Weight Method Correction -- 4 Simulation Experiment Analysis -- 4.1 Complex Networks Model -- 4.2 Simulation Experiment -- 5 Summary -- Acknowledgments -- References -- A Data Fusion Algorithm Based on Clustering Evidence Theory -- Abstract -- 1 Introduction -- 2 Data Fusion Algorithm -- 2.1 Clustering Algorithm -- 2.2 The Basic Idea of Evidence Theory -- 2.3 Algorithm Description -- 3 Experimental Simulation -- 4 Conclusion -- Acknowledgements -- References -- Low-Illumination Color Image Enhancement Using Intuitionistic Fuzzy Sets -- Abstract -- 1 Introduction -- 2 HSV Color Space Model -- 3 Intuitionistic Fuzzy Set Enhancement Algorithm -- 3.1 Intuitionistic Fuzzy Set Algorithm -- 3.2 Selection of Threshold -- 3.3 Fuzzy Domain Image Processing -- 4 Intuitionistic Fuzzy Set Enhancement Algorithm Based on HSV Color Model -- 5 Experimental Results and Analysis -- 6 Conclusion.
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Acknowledgements.
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