Note: Preface -- About This Book -- Contents -- Part I Computational Modelling -- 1 Computational Management-An Overview -- 1.1 Introduction -- 1.2 Computational Intelligence Techniques -- 1.2.1 Fuzzy Logic -- 1.2.2 Artificial Neural Networks -- 1.2.3 Evolutionary Computing -- 1.2.4 Learning Theories -- 1.2.5 Probabilistic Methods -- 1.3 Computational Aspects of Business Management -- 1.3.1 Marketing -- 1.3.2 Sales -- 1.3.3 Customer Relationship Management (CRM) -- 1.3.4 Finance -- 1.3.5 Human Resources -- 1.3.6 Manufacturing -- 1.3.7 Maintenance and Service -- 1.3.8 Research and Development -- 1.4 Benefits and Limitations of Computational Intelligence in Business -- 1.5 Applications of Computational Intelligence in Business -- 1.5.1 Applications of Computational Intelligence in the Field of Marketing -- 1.5.2 Computational Intelligence and Human Resource -- 1.5.3 Computational Intelligence and Finance -- 1.5.4 Computational Intelligence in Operations Management -- 1.6 Conclusion and Future Scope -- References -- 2 Mathematical and Computational Approaches for Stochastic Control of River Environment and Ecology: From Fisheries Viewpoint -- 2.1 Introduction -- 2.2 Stochastic Control -- 2.2.1 Stochastic Differential Equation -- 2.2.2 Performance Index and Value Function -- 2.2.3 HJB Equation -- 2.2.4 Remarks -- 2.3 Specific Problems -- 2.3.1 "Non-renewable" Fishery Resource Management -- 2.3.2 Dam-Reservoir System Management -- 2.3.3 Algae Growth Management -- 2.3.4 Sediment Storage Management -- 2.4 Coupled Problem -- 2.4.1 Overview -- 2.4.2 Control Problem -- 2.4.3 Numerical Scheme -- 2.4.4 Computational Conditions -- 2.4.5 Numerical Computation -- 2.5 Conclusions -- References -- 3 Models and Tools of Knowledge Acquisition -- 3.1 Introduction -- 3.1.1 Knowledge Economy -- 3.2 Literature Review -- 3.2.1 The Role and Importance of Knowledge Acquisition. , 3.2.2 Digitizing Knowledge Acquisition -- 3.3 Knowledge Management and Firm Strategy -- 3.3.1 Strategic Knowledge-An Internal and External Perspective -- 3.3.2 Competitive Intelligence -- 3.4 Knowledge Acquisition: Sources and Techniques -- 3.4.1 External Sources of Knowledge -- 3.4.2 Techniques of Knowledge Acquisition -- 3.5 Role of Technology in Knowledge Acquisition and Management -- 3.5.1 The Emergence of API Economy -- 3.5.2 Artificial Intelligence -- 3.6 Conclusion -- References -- 4 Profits Are in the Eyes of the Beholder: Entropy-Based Volatility Indicators and Portfolio Rotation Strategies -- 4.1 Introduction -- 4.2 Entropy and Its Applications to the VIX -- 4.3 Literature Review -- 4.4 Research Objectives -- 4.5 Theoretical Framework -- 4.6 Data Variables, Measurements, and Sources -- 4.7 Methods and Measures -- 4.8 Empirical Results -- 4.9 Formulation and Testing of Trading Strategies -- 4.10 Summary and Concluding Remarks -- Appendix 1: Trading Strategies Using India VIX Change and the Entropies (Both Approximate and Sample Entropies) Tested Through Simulations -- References -- 5 Asymmetric Spillovers Between the Stock Risk Series: Case of CESEE Stock Markets -- 5.1 Introduction -- 5.2 Related Literature Review -- 5.2.1 (M)GARCH Approaches to Modelling -- 5.2.2 Causality Testing and Cointegration -- 5.2.3 Spillover Methodology Approach -- 5.3 Methodology Description -- 5.3.1 VAR Models and Spillover Index -- 5.3.2 Asymmetric Spillovers -- 5.4 Empirical Results -- 5.4.1 Variable Description -- 5.4.2 Static Results -- 5.4.3 Dynamic Analysis -- 5.4.4 Robustness Checking -- 5.4.5 Simulation of Investment Strategies -- 5.5 Discussion and Conclusion -- Appendix -- References -- 6 Millennial Customers and Hangout Joints: An Empirical Study Using the Kano Quantitative Model -- 6.1 Introduction -- 6.1.1 Motivations of the Study. , 6.1.2 Background of the Study -- 6.2 Literature Review -- 6.3 Model Development -- 6.3.1 Research Gap -- 6.3.2 Research Objectives -- 6.3.3 The Kano Model -- 6.3.4 Research Design -- 6.3.5 Survey Instrument -- 6.4 Results and Discussion -- 6.4.1 Exploratory Factor Analysis Results -- 6.4.2 Reliability Analysis Results -- 6.4.3 Kano Quantitative Analysis Results -- 6.5 Conclusions and Future Scope -- 6.5.1 Conclusions -- 6.5.2 Future Scope -- References -- 7 The Effects of Oil Shocks on Macroeconomic Uncertainty: Evidence from a Large Panel Dataset of US States -- 7.1 Introduction -- 7.2 Data and Methodology -- 7.3 Results and Analysis -- 7.3.1 Linear Impulse Responses -- 7.3.2 Responses of Uncertainty Contingent on High- Versus Low-Oil Dependence States -- 7.3.3 Responses of Uncertainty at Different Horizons Conditioning on Aggregate US Uncertainty Spillovers -- 7.4 Conclusion -- Appendix -- References -- 8 Understanding and Predicting View Counts of YouTube Videos Using Epidemic Modelling Framework -- 8.1 Introduction -- 8.1.1 Literature Review -- 8.2 Building Block for Proposed Epidemic Modelling -- 8.2.1 Epidemic Modelling -- 8.2.2 Assumptions -- 8.2.3 Modelling Information Diffusion as Susceptibility Process -- 8.2.4 Modeling Viewing as Infection Process -- 8.2.5 Particular Case -- 8.3 Numerical Illustration -- 8.4 Results and Interpretation -- References -- 9 Gross Domestic Product Modeling Using ``Panel-Data'' Concept -- 9.1 Introduction -- 9.2 Materials -- 9.3 Statistical Preliminaries and Methods -- 9.4 Results -- 9.5 Concluding Remarks -- References -- 10 Supply Chain Scheduling Using an EOQ Model for a Two-Stage Trade Credit Financing with Dynamic Demand -- 10.1 Introduction -- 10.2 Literature Review -- 10.3 Assumptions and Notations -- 10.3.1 Assumptions: -- 10.3.2 Notations -- 10.4 Mathematical Formulation -- 10.5 Numerical Illustrations. , 10.6 Graphical Representations -- 10.7 Conclusion and Managerial Implications -- References -- 11 Software Engineering Analytics-The Need of Post COVID-19 Business: An Academic Review -- 11.1 Introduction -- 11.2 COVID19-Effects in Business -- 11.2.1 Tourism and Hospitality -- 11.2.2 Airlines and Aviation -- 11.2.3 Oil and Gas -- 11.2.4 Automotive Manufacturing -- 11.2.5 Consumer Products -- 11.2.6 Education -- 11.2.7 Software Industry -- 11.3 Research Methodology -- 11.4 Software Development Life Cycle (SDLC) -- 11.4.1 Software Requirements Analysis -- 11.4.2 Software Design -- 11.4.3 Software Implementation -- 11.4.4 Software Testing -- 11.4.5 Software Deployment -- 11.4.6 Software Maintenance -- 11.5 Software Analytics -- 11.5.1 Literature Analysis -- 11.5.2 Journal Publications with Frequency -- 11.5.3 Citations/Year -- 11.5.4 Software Engineering Analytics: Connotes -- 11.6 Conclusion -- References -- 12 The Rise and Fall of the SCOR Model: What After the Pandemic? -- 12.1 Introduction: The SCOR Model as a Supply Chain Management Foundation -- 12.2 The Evolution of Supply Chain Management -- 12.3 The SCOR Model-A Foundation for Supply Chain Management -- 12.3.1 Supply Chain Optimisation in the Digital Supply Chain Era -- 12.4 Is the Scor Model Still Relevant? -- 12.4.1 The Evolution of the Scor Model -- 12.4.2 The Fall of the Scor Model -- 12.4.3 Is the Resurrection of the Scor Model Possible? -- 12.5 Re-designing the Future of Supply Chains Using Scor -- 12.5.1 Re-designing for Supply Chain Reliability -- 12.5.2 Re-designing for Supply Chain Agility and Responsiveness -- 12.5.3 Re-designing for Supply Chain Asset Management -- 12.6 Concluding Remarks -- References -- Part II Management Optimization -- 13 A Comparative Study on Multi-objective Evolutionary Algorithms for Tri-objective Mean-Risk-Cardinality Portfolio Optimization Problems. , 13.1 Introduction -- 13.2 Portfolio Optimization -- 13.3 Multi-objective Evolutionary Algorithms -- 13.4 Multi-objective Evolutionary Algorithms for Portfolio Optimization Problems-A Literature Review -- 13.4.1 Mean-Variance Portfolio Optimization Using MOEAs -- 13.4.2 Mean-Risk Portfolio Optimization Using MOEAs -- 13.4.3 Three-Objective Portfolio Optimization Using MOEAs -- 13.5 Experimental Results -- 13.6 Conclusion -- References -- 14 Portfolio Insurance and Intelligent Algorithms -- 14.1 Introduction -- 14.2 Portfolio Insurance -- 14.2.1 Multi-period Portfolio Insurance Under Transaction Costs -- 14.3 Intelligent Algorithms -- 14.3.1 Beetle Antennae Search Algorithm -- 14.3.2 Popular Meta-Heuristic Algorithms -- 14.3.3 Multi-objective Optimization -- 14.3.4 The Main Algorithm for the MPMCPITC Problem -- 14.4 Portfolios' Applications with Real-World Data -- 14.4.1 Application in 4 Stocks' Portfolio -- 14.4.2 Application in 8 Stocks' Portfolio -- 14.4.3 Application in 12 Stocks' Portfolio -- 14.4.4 Application in 16 Stocks' Portfolio -- 14.4.5 Results and Performance Comparison of BAS, BA, FA and GA -- 14.5 Conclusion -- References -- 15 On Interval-Valued Multiobjective Programming Problems and Vector Variational-Like Inequalities Using Limiting Subdifferential -- 15.1 Introduction -- 15.2 Definitions and Preliminaries -- 15.3 Relationship Between (GMVVLI), (GSVVLI) and (IVMPP) -- 15.4 Relationship Between (WGMVVLI), (WGSVVLI) and (IVMPP) -- 15.5 Existence Results for (GMVVLI) and (GSVVLI) -- 15.6 Conclusions -- References -- 16 Portfolio Optimization Using Multi Criteria Decision Making -- 16.1 Introduction -- 16.2 An Overview of Multi Criteria Decision Making (MCDM) Process -- 16.3 Classification of Multi Criteria Decision Making Processes -- 16.4 Quantitative Techniques Applied for the MCDM -- 16.5 Financial Decision Problem. , 16.6 Risk Modeling and SWOT Analysis.

Note: Intro -- ICAIT-2021 Organization -- Preface -- Contents -- About the Editors -- Part I Invited Papers -- 1 Utilization of the Open-Source Arduino Platform to Control Based on Logic Eτ -- 1.1 Introduction -- 1.2 Theoretical Reference -- 1.2.1 Irrigation System -- 1.2.2 Irrigation Methods and Systems -- 1.2.3 Localized Irrigation -- 1.2.4 Paraconsistent Logic -- 1.2.5 Paraconsistent Annotated Evidential Logic Eτ -- 1.2.6 Para-Analyser Algorithm -- 1.2.7 Arduino -- 1.3 Methodology -- 1.4 Results -- 1.5 Conclusion -- References -- 2 Ontology Implementation of OPC UA and AutomationML: A Review -- 2.1 Introduction -- 2.2 Research Method -- 2.3 Results Analysis -- 2.4 Discussions -- 2.5 Conclusions -- References -- Part II Regular Papers -- 3 Airport Cab Scheduling Model Based on Queuing Theory -- 3.1 Problem Restatement -- 3.1.1 Problem Background -- 3.1.2 Problem Requirements -- 3.2 Model Assumptions -- 3.3 Symbol Description -- 3.4 Problem Analysis -- 3.4.1 Problem One Analysis -- 3.4.2 Problem Two Analysis -- 3.4.3 Problem Three Analysis -- 3.4.4 Problem Four Analysis -- 3.5 Model Building and Solving -- 3.5.1 Give the Taxi Driver's Decision Model in the Two Choices of A and B -- 3.5.2 Analyze the Rationality of the Model Through the Relevant Data of a Domestic Airport and Its City Taxi -- 3.5.3 How to Set the "Boarding Point" to Maximize the Efficiency of the Ride -- 3.5.4 A Theoretical Analysis of the Scale of "Boarding Points" and Lane Sides -- 3.5.5 According to the Difference in the Mileage of Different Taxis, Develop a "Priority" Arrangement Plan to Maximize Time and Revenue -- References -- 4 Machine Reading Comprehension Model Based on Multi-head Attention Mechanism -- 4.1 Introduction -- 4.2 Related Work -- 4.2.1 DuReader Dataset -- 4.2.2 DuReader Baseline Model -- 4.2.3 Multi-headed Attention Mechanism -- 4.3 Multi-head Attention Mechanism. , 4.3.1 Multi-head Attention Presidential Structure -- 4.3.2 Scaled Dot-Product Attention -- 4.4 Model Structure -- 4.4.1 Task Definition -- 4.4.2 Embedded Layer -- 4.4.3 Coding Layer -- 4.4.4 Matching Layer -- 4.4.5 Modeling Layer -- 4.4.6 Output Layer -- 4.5 Experiments and Results -- 4.5.1 Evaluation Criteria -- 4.5.2 Dataset -- 4.5.3 Experiments and Results -- 4.6 Conclusion -- References -- 5 Design of Military Physical Fitness Evaluation System Based on Big Data Clustering Algorithm -- 5.1 Introduction -- 5.2 Hardware Unit Design of Military Physical Fitness Evaluation System -- 5.3 Software Module Design of Military Physical Fitness Evaluation System -- 5.3.1 Construction Module of Military Physical Fitness Evaluation Index System -- 5.3.2 Application Module of Big Data Clustering Algorithm -- 5.3.3 Database Building Module -- 5.4 Experiment and Result Analysis -- 5.4.1 Construction of Experimental Environment -- 5.4.2 Experimental Data Analysis -- 5.4.3 Acquisition of Experimental Results -- 5.5 Conclusion -- References -- 6 ResNet-Based Multiscale U-Net for Human Parsing -- 6.1 Introduction -- 6.2 Related Work -- 6.3 Our Proposed Method -- 6.3.1 Encoder -- 6.3.2 Decoder -- 6.3.3 Multiscale Feature Fusion -- 6.4 Experiments -- 6.4.1 Datasets -- 6.4.2 Evaluation Metrics -- 6.4.3 Results -- 6.5 Conclusion -- References -- 7 Short-Term Electricity Price Forecast Based on SSA-SVM Model -- 7.1 The Introduction -- 7.2 SSA -- 7.3 SVM -- 7.4 The SSA-SVM Model -- 7.5 Example Analysis -- 7.5.1 Data Processing -- 7.5.2 Data Normalization -- 7.5.3 Evaluation Indicators -- 7.5.4 Analysis of Prediction Results -- 7.6 Conclusion -- References -- 8 Research on Mobile Advertising Click-Through Rate Estimation Based on Neural Network -- 8.1 Pricing and Placement of Advertisements -- 8.2 The AUC Indicators. , 8.3 Estimating Click-Through Rates of Mobile Ads Based on Neural Networks -- 8.3.1 Model -- 8.3.2 Objective Function and Algorithm -- 8.3.3 Key Points of Optimization -- 8.3.4 Result Analysis -- 8.4 Conclusion -- References -- 9 Research on Macroeconomic Prediction Technology Based on Wavelet Neural Network -- 9.1 Prediction Technology -- 9.2 Optimized Wavelet Neural Network Model -- 9.3 Case Study -- 9.3.1 Specific Introduction -- 9.3.2 Training of Learning Samples -- 9.3.3 Analyze the Macroeconomic Forecast Results -- 9.4 Conclusion -- References -- 10 Design Research on Financial Risk Control Model Based on CNN -- 10.1 Risk Control Model in Unbalanced Data Environment -- 10.1.1 Features of Financial Data -- 10.1.2 Pretreatment -- 10.1.3 Risk Control Model -- 10.2 Convolutional Neural Network (CNN) is Used to Build a Financial Risk Control Model -- 10.2.1 Design Network Structure -- 10.2.2 Result Analysis -- 10.2.3 Innovative Analysis -- 10.3 Conclusion -- References -- 11 Application of Multi-objective Optimization Algorithm in Financial Market Portfolio -- 11.1 Genetic Algorithm Analysis of Multi-objective Programming -- 11.2 Analysis of Portfolio Optimization Model Based on Genetic Algorithm -- 11.2.1 Model Framework -- 11.2.2 Factor Analysis -- 11.2.3 Risk Indicators -- 11.3 Application Results -- 11.3.1 Data Processing -- 11.3.2 Optimal Solution of Investment Portfolio -- 11.3.3 Comparative Analysis -- 11.4 Conclusion -- References -- 12 Research on Success Factors of Long Rental Apartment Based on SEM-ANN -- 12.1 Introduction -- 12.2 Methods -- 12.2.1 SEM Model -- 12.2.2 ANN Model -- 12.2.3 Research Model Based on SEM-ANN -- 12.3 Result Analysis -- 12.4 Conclusion -- References -- 13 T-AGP: A Kind of Music-Researching Method Based on Data-Driven Comprehensive System of Network Analysis -- 13.1 Introduction. , 13.2 Structure and General Description -- 13.3 The Influencer Network and Influence Analysis -- 13.3.1 Influence Measures -- 13.3.2 Subnetwork Analysis -- 13.4 Similarity Measure -- 13.4.1 The Exploration of Core Features -- 13.4.2 Micro-Similarity Between Two Pieces of Music -- 13.4.3 Macro-Similarity Between Two Genres -- 13.5 Similarity and Difference Between Genres -- 13.5.1 Genre Similarity Analysis -- 13.5.2 Genre Influence Analysis -- 13.5.3 What Distinguishes a Genre -- 13.5.4 Relationships Between Genres -- 13.5.5 Genres' Changes Over Time -- 13.6 The Mechanism of Influence from Influencer to Follower in Music -- 13.7 Dynamic Analysis Over Time and Identification of Major Leaps in Music -- 13.7.1 Dynamic Analysis of the Network -- 13.7.2 Music Characteristics' Evolution Over Time -- 13.8 Cultural Influence on Music -- 13.8.1 Influence from Technology -- 13.8.2 Influence from Social and Political Revolution -- 13.9 Conclusions and Prospects -- 13.9.1 Conclusions -- 13.9.2 Weakness -- 13.9.3 Prospects -- References -- 14 Application of Improved Algorithm of BP Neural Network -- 14.1 Model Analysis of BP Neural Network -- 14.2 Improve the Algorithm -- 14.3 Specific Application -- 14.3.1 PI Parameter Tuning of Valve Positioner -- 14.3.2 Shipboard Navigation System -- 14.4 Conclusion -- References -- 15 Application of Improved Harmony Search Algorithm in Photovoltaic MPPT Under Partial Shadow Conditions -- 15.1 Introduction -- 15.2 Analysis of Output Characteristics of Photovoltaic Cells Array in Partial Shadow -- 15.3 Harmony Search (HS) Algorithm -- 15.3.1 Traditional Harmony Search Algorithm -- 15.3.2 Improvement of Traditional HS Algorithm -- 15.3.3 MPPT Control Method Based on IHS Algorithm -- 15.4 Simulation Experiment Analysis -- 15.5 Conclusion -- References -- 16 A Traditional Butterfly Optimization Algorithm MPPT Method. , 16.1 Introduction -- 16.2 Multi-peak Output Characteristics of Photovoltaic Cells Under Local Shade -- 16.2.1 Mathematical Models of Multiple Photovoltaic Cells -- 16.2.2 Multi-peak Output Characteristics -- 16.3 MPPT Flow Chart Based on BOA -- 16.4 Simulation and Result Analysis -- 16.4.1 Simulation -- 16.4.2 Result Analysis -- 16.5 The Conclusion -- 1. References -- 17 Crops Plantation Problem in Uncertain Environment -- 17.1 Introduction -- 17.1.1 Motivation -- 17.1.2 Literature Review -- 17.1.3 Proposed Approaches -- 17.2 Basic Principles -- 17.3 Uncertain Crops Plantation Problem -- 17.4 Method -- 17.5 Conclusion -- References -- 18 Simplified Full-Newton Step Method with a Kernel Function -- 18.1 Introduction -- 18.2 Preliminaries -- 18.2.1 The Central Path of the Perturbed Problems -- 18.2.2 Search Directions -- 18.2.3 The Iterative Process of the Algorithm -- 18.3 The Properties of Simple Function and the Proximity Function -- 18.4 Algorithm Analysis -- 18.4.1 The Feasibility Step -- 18.4.2 Upper Bounds for paralleldxfparallel -- 18.4.3 Values of θ and τ -- 18.4.4 Centering Steps -- 18.4.5 Total Number of Main Iterations -- 18.5 Conclusion -- References -- 19 Marine Ship Identification Algorithm Based on Object Detection and Fine-Grained Recognition -- 19.1 Introduction -- 19.2 Overall Process -- 19.3 Design Scheme -- 19.3.1 Construction of Data Sets -- 19.3.2 Target Detection Network -- 19.3.3 Fine-Grained Identification Network -- 19.4 Experimental Verification -- 19.5 Conclusions and Prospects -- References -- 20 Automatic Detection of Safety Helmet Based on Improved YOLO Deep Model -- 20.1 Introduction -- 20.2 YOLOv5 Network Model -- 20.2.1 Input -- 20.2.2 Backbone -- 20.2.3 Neck -- 20.2.4 Output -- 20.3 Improvements -- 20.3.1 Anchor Boxes and Detection Scale -- 20.3.2 Loss Function -- 20.4 Experimental Result and Analysis. , 20.4.1 Dataset.

Note: Intro -- Preface -- Acknowledgements -- Contents -- Intelligent Systems -- An Android-Based Remote Monitoring System -- Abstract -- 1 Introduction -- 2 Requirement Analysis and Overall Design -- 2.1 Requirement Analysis -- 2.2 Overall Design -- 2.2.1 Monitoring Side -- 2.2.2 Viewing Side -- 2.2.3 Server -- 3 Detailed Design -- 3.1 System Structure -- 3.2 Process Design of the Monitoring System -- 3.3 Collection and Display of Image -- 3.4 Login Process of the Client -- 3.5 Database Design -- 3.5.1 User -- 3.5.2 Monitoring Device -- 3.5.3 Matched Information -- 3.6 Live Server -- 4 Experiment and Analysis -- 5 Conclusion -- References -- An Intelligent Registration Management System for Freshmen -- Abstract -- 1 Introduction -- 1.1 Disadvantages of the Traditional Registration Mode -- 1.2 Purpose of Constructing an Intelligent Registration Management System -- 2 Construction of the Intelligent Registration Management System -- 2.1 Functional Structure of the Intelligent Registration Management System -- 2.2 Identity Authentication of the Intelligent Registration Management System -- 2.3 Data Integration of the Intelligent Registration Management System -- 3 Results -- 4 Conclusions -- References -- Investigation of Wireless Sensor Network of the Internet of Things -- Abstract -- 1 Introduction -- 2 Method -- 3 Results and Discussion -- 4 Conclusion -- Acknowledgments -- References -- A Remote Phase Change System for Low-Voltage Power Distribution Area -- Abstract -- 1 Introduction -- 2 The Structure of System -- 3 Intelligent Phase-Change Unit -- 3.1 Permanent Magnet Relay -- 3.2 AC Zero-Crossing Phase Change Control Strategy -- 3.3 Anti-phase Short Circuit Protection -- 4 Communication Network Unit -- 5 System Control Unit -- 5.1 Software Design for the Intelligent Phase Change Switch -- 5.2 Software Design for the Mater Control Terminal. , 6 Experiments and Results -- 6.1 Synchronous Phase Change Switching Experiment -- 6.2 ZigBee Network Reliability Experiment -- 7 Conclusion -- Acknowledgments -- References -- Design and Implement of Speech Interaction with Indoor Substation Inspection Robot -- Abstract -- 1 Introduction -- 2 Function and Performance Requirements -- 3 Process Design -- 4 Design of Speech Interaction System -- 4.1 Development Mode -- 4.2 Detailed Design -- 5 Conclusion -- Acknowledgments -- References -- Speech Recognition Algorithm of Substation Inspection Robot Based on Improved DTW -- Abstract -- 1 Introduction -- 2 Feature Extraction -- 2.1 Mel-Frequency Cepstrum Coefficients -- 2.2 Endpoint Detection -- 3 Pattern Recognition -- 4 Simulation Experiment -- 5 Conclusion -- Acknowledgments -- References -- The Design of High Accuracy Pedometer Based on an Adaptive and Dynamic Low-Pass Filtering Algorithm -- Abstract -- 1 Introduction -- 2 System Principle -- 3 Waveform Acquisition and Synthesis -- 4 Waveform Analysis -- 5 Calculation and Simulation -- 6 Test and Result -- 7 Conclusion -- Acknowledgments -- References -- Research on Multi-sensor and Multi-target Data Association Problem -- Abstract -- 1 Introduction -- 2 Ant Colony Algorithm and Its Application Principle -- 2.1 Ant Colony Algorithm -- 2.2 Classic TSP Problems -- 3 Occurrence to Multi-target and Multi-sensor Data Association Problems -- 4 Bionic Algorithm -- 4.1 Path Size -- 4.2 Individual Ant -- 4.3 Pheromone Model -- 4.4 Implementation of Algorithm -- 5 Summary -- References -- A Detecting System for Wheel Balancer Based on the Effect Coefficient Method -- Abstract -- 1 Introduction -- 2 The Balance Principle of Effect Coefficient Method -- 3 The Overall Design Scheme and Software Flow of the System -- 4 Examples of Wheel Test -- 5 Conclusion -- Acknowledgements -- Acknowledgements -- References. , Study of Substation Inspection Robot Voice Recognition Algorithm Based on Wavelet Transform -- Abstract -- 1 Introduction -- 2 An Overview of the Algorithm -- 2.1 Wavelet Decomposition -- 2.2 Vector Quantization -- 2.3 Codebook Acquisition -- 2.4 LBG Algorithm -- 3 Simulation Experiment -- 4 Conclusion -- Acknowledgments -- References -- Research on the Development of Intelligent Industrial Control -- Abstract -- 1 Introduction -- 2 Industrial SCADA System -- 2.1 Electric Power SCADA System -- 2.2 Pipeline SCADA System -- 3 Smart Grids -- 4 Intelligent Refining and Chemical Refining -- 5 Conclusion -- References -- Toward Human Motion Sensing: Design and Performance Evaluation of a Minimized Wearable Platform Using Inertial and TOA Sensors -- Abstract -- 1 Introduction -- 2 Hardware Design -- 2.1 Platform Overview -- 2.2 Platform Realization -- 3 Platform Evaluation -- 3.1 Error Definition -- 3.2 Performance Evaluation -- 3.3 Results Analysis -- 4 Conclusion -- Acknowledgments -- References -- Deep Learning of Intelligent Speech Recognition in Power Dispatching -- Abstract -- 1 Introduction -- 2 Power Dispatching Speech Recognition Based on LSTM-CTC -- 2.1 The Framework of Speech Recognition Based on LSTM-CTC -- 2.2 LSTM Neural Network Model -- 2.3 Connectionist Temporal Classification (CTC) Training -- 3 Experimental Analysis -- 4 Conclusions -- Acknowledgement -- References -- An Improved Multi-factor Dimensionality Reduction Approach to Identify Gene-Gene Interactions -- Abstract -- 1 Introduction -- 2 Methods -- 2.1 Multifactor-Dimensionality Reduction (MDR) -- 2.2 Improved Multifactor-Dimensionality Reduction (IMDR) -- 3 Results and Discussions -- 4 Conclusions -- Findings -- References -- Nonlocal Estimation and BM3D Based Face Illumination Normalization -- Abstract -- 1 Introduction -- 2 Non-local Illumination Normalization Algorithm. , 3 BM3D Image De-noising and Enhancement -- 3.1 BM3D Image Denoising [13] -- 3.2 BM3D Image Enhancement [18] -- 4 Experimental Results -- 5 Conclusion -- Acknowledgments -- References -- Design of Rice Traceability System Based on WSN and RFID -- Abstract -- 1 Introduction -- 2 Overall Design Framework of System -- 3 Each Link Design of System -- 4 Design of Data Acquisition Terminal System -- 4.1 Terminal Node Circuit Design -- 4.2 Coordinator Module Design -- 4.3 Router Module Design -- 4.4 Interface Circuit Design -- 4.5 WSN Networking Design -- 4.6 Protocol Stack Workflow -- 4.7 Sensor Data Acquisition Node Program Design -- 4.8 Coordinator Data Sending and Receiving Program Design -- 4.9 Radio Frequency Identification Module Programming -- 5 Phone-End Traceability Software Design -- 5.1 Functional Requirements and Framework Technical Analysis -- 5.2 Main Page Design -- 5.3 Background Design -- 5.4 Database Design -- 6 System Testing and Conclusion -- Acknowledgments -- References -- Design of Stereoscopic Garage System Based on PLC Control -- Abstract -- 1 Introduction -- 2 General Description of a Three-Dimensional Garage -- 3 Stereo Garage Hardware Design -- 3.1 PLC Control Module Design -- 3.2 Stepping Drive Module Design -- 3.3 Screw Driver Module Design -- 4 Dimensional Garage Software Design -- 4.1 HMI Design of a Stereo Garage -- 4.2 PLC Program Design -- 4.2.1 How to Establish Downstream Channels -- 4.2.2 Design of Truck Shifting Program -- 5 Conclusion -- Acknowledgment -- References -- Intelligent Scenario Computing Workflow Fusion Design Technology for Power Mobile Operations -- Abstract -- 1 Introduction -- 2 Workflow Integration Design and Implementation for Power Mobile Operations -- 3 Design and Implementation of Workflow Task-Driven Workflow Function -- 4 Summary -- References. , New Human-Computer Interaction Solution for Next-Generation Power Grid Dispatching System -- Abstract -- 1 Introduction -- 2 New Human-Computer Interaction Research Needs -- 3 Research Foundation and Principle -- 3.1 Research Foundation -- 3.2 Principles -- 4 Implementation Plan -- Acknowledgments -- References -- Towards a Framework for Agent-Based Healthcare Monitoring -- Abstract -- 1 Introduction -- 2 Related Work -- 3 A Framework for Agent-Based Healthcare Monitoring -- 3.1 Agent Roles -- 3.2 System Architecture Modelling -- 3.3 DataAnalysis Agent -- 4 Prototype Implementation and Usage Scenario -- 5 Conclusion and Future Work -- References -- Design and Implementation of Network Traffic Capture Prober Based on General PC -- Abstract -- 1 Introduction -- 2 Network Traffic Measurement Scheme -- 3 Crucial Technology of Prober Implementation -- 3.1 Packet Capture -- 3.2 Prober Management -- 4 Probe Performance Analysis -- 4.1 Traffic Capture Performance -- 4.2 Traffic Sample Performance -- 5 Conclusions -- Acknowledgments -- References -- PAPR Reduction of FBMC-OQAM Signals Using Particle Swam Optimization Algorithm Based on MBJO-PTS -- Abstract -- 1 Introduction -- 2 FBMC-OQAM System -- 2.1 \hbox{OQAM} Pre-post Processing Scheme -- 2.2 Synthesis and Analysis Filter Banks -- 2.3 Prototype Filter Design -- 3 PAPR Reduction for FBMC - OQAM Signals -- 3.1 FBMC - OQAM Signals -- 3.2 Model of MBJO-PTS Scheme -- 3.3 Proposed PSOA for Optimal Solutions Reducing PAPR of FBMC-OQAM System -- 4 Results and Discussion -- 5 Conclusions -- Acknowledgments -- References -- On Abelian Tensor Decomposition and Gradient-Descent Algorithm -- 1 Introduction -- 2 Standard Tensor Decompositions -- 3 Abelian Tensor -- 4 Algorithm for Abelian Tensor Decomposition -- 4.1 Gradient-Descent Algorithm -- 4.2 Lyapunov Method in Analysis of Stability -- References. , Collision Avoidance Method for UAV Using A* Search Algorithm.

Note: Intro -- Preface -- Acknowledgements -- Contents -- About the Editors -- Interactive Browsing of Large Image Repositories -- 1 Introduction -- 2 Image Database Navigation Systems -- 3 Hue Sphere Image Browser-Principles -- 4 Hue Sphere Image Browser-Systems -- 5 Conclusions -- References -- Intelligent Computing -- 2 Building Unmanned Plant Factory with Modular Robotic Manipulation and Logistics Systems -- Abstract -- 1 Introduction -- 2 Overview of the Integrated Logistics Systems -- 3 Unmanned Ground Vehicle (UGV) -- 3.1 Overview of the UGV -- 3.2 Hardware of the UGV -- 4 Docking System -- 5 Smart Remote-Control System -- 6 Conclusion -- Acknowledgements -- References -- 3 A Comprehensive Looks at Data Mining Techniques Contributing to Medical Data Growth: A Survey of Researcher Reviews -- Abstract -- 1 Introduction -- 2 An Overview of Data Mining -- 3 Proposed Reviews -- 4 Summary -- 5 Conclusion -- Acknowledgements -- References -- 4 Risk Evaluation in TSC Based on Fuzzy Linguistic Information and QFD -- Abstract -- 1 Introduction -- 2 Risk Evaluation in TSC Based on Fuzzy Linguistic Term -- 2.1 2-Tuple Fuzzy Linguistic Model -- 2.2 Risk Analysis Based on Quality Function Deployment -- 2.3 Risk Evaluation Based on Fuzzy QFD -- 3 Case Study -- 4 Conclusion -- References -- 5 Study on Total Factor Productivity of Nanshan District in Shenzhen -- Abstract -- 1 Foreword -- 2 The Measure of Factor Productivity -- 2.1 Model and Parameter Estimation -- 2.1.1 Selection of Production Function -- 2.1.2 Parameter Estimation of Production Function -- 2.2 Efficiency of Economic Operation -- 3 Explain the Growth Phases of Economy in Nanshan District -- 4 Conclusion -- Acknowledgements -- References -- 6 Image Spam Filtering Using Weighted Spatial Pyramid Networks -- Abstract -- 1 Introduction -- 2 Related Work -- 3 ADAMM Stochastic Optimization Algorithm. , 4 WSP-Net Real-Time Image Recognition Model -- 5 Performance -- 6 Discussion and Conclusions -- Acknowledgements -- References -- 7 Research on the Technology Used to Inspect the Visual Appearance of Tropical Fruit, based on Machine Vision Color Space -- Abstract -- 1 Introduction -- 2 Characteristics of Hainan Tropical Fruit -- 3 Machine Vision (Computer Vision) Detection Technology -- 4 Applied Research -- 5 Summary -- Acknowledgements -- References -- 8 Research on the Mixed-Learning Model and the Innovative Talent Cultivation Mechanism Based on Computational Thinking -- Abstract -- 1 Introduction -- 2 Domestic and Foreign Research Status -- 3 Research on the Cultivation Mode of Ability in Computational Thinking -- 4 The Purpose of Researching Computational Thinking -- 5 Cultivating the Technical Method of Calculating Thinking -- 6 Summary -- Acknowledgements -- References -- 9 Review of Domestic and Foreign Research on the Elderly's Use of Mobile Phones -- Abstract -- 1 Introduction -- 2 Research Method -- 2.1 Literature Review and Database Selection -- 2.2 Search Term and Evaluation of Literature Relevance -- 2.3 Analysis and Reorganization -- 3 Influencing Factors for the Elderly's Use of Mobile Phones -- 3.1 Characteristics of the Elderly -- 3.2 Personal Motivation -- 3.3 Sociodemographic Factors -- 3.4 Technology Convenience -- 4 Prospects -- Acknowledgements -- References -- 10 Research on Face Detection Based on Fast R-CNN -- Abstract -- 1 Introduction -- 2 Face Detection Fast R-CNN -- 2.1 The Construction of Face Detection -- 2.2 Fast R-CNN -- 2.3 ROI Pooling Layer Calculation -- 2.4 Output Layer Regression Calculation -- 3 Experimental Part -- 3.1 Experimental Platform -- 3.2 Experimental Results and Analysis -- 4 Summary -- References -- 11 Research and Optimization of Data Sparsity in Collaborative Filtering Algorithms -- Abstract. , 1 Introduction -- 2 Cooperative Filtering Algorithm Based on Memory -- 3 Algorithm Design and Implementation -- 3.1 Problem Analysis -- 3.2 Algorithm Design and Implementation -- 4 Experimental Results and Analysis -- 4.1 Experimental Data and Environment -- 4.2 Experimental Results -- 5 Summary -- References -- 12 A Robust Image Segmentation Approach Using Fuzzy C-Means Clustering with Local Coefficient of Variation -- Abstract -- 1 Introduction -- 2 Motivation -- 3 The Proposed Method -- 4 Results and Analysis -- 4.1 Synthetic Images -- 4.2 MR Brain Images -- 5 Conclusion -- Acknowledgements -- References -- 13 A Method to Mine Frequent Dense Resources Across Multiple Real-Value Function's Resource Effectiveness Matrixes -- Abstract -- 1 Introduction -- 2 Problem Description -- 3 Mining Frequent Dense Resource Sets -- 4 Results -- 5 Conclusion -- Acknowledgements -- References -- 14 Augmenting Concolic Testing with Weighted Constraints-Based Search -- Abstract -- 1 Introduction -- 2 Overview -- 2.1 Concolic Testing -- 2.2 Search Strategies -- 3 Implementation -- 3.1 CFG Construction -- 3.2 Path Constraints Collect and Evaluate -- 3.3 Sort the Paths and Solve Constraints -- 4 Evaluation -- 5 Conclusion -- Acknowledgements -- References -- 15 Research of TDOA Cooperative Direction Finding Algorithm Based on LLS and Taylor -- Abstract -- 1 Introduction -- 2 Algorithm Description -- 2.1 Direction Finding Model Based on TDOA -- 2.2 Cooperative Algorithm Based on LLS and Taylor -- 3 Error Analysis -- 3.1 Cramer-Rao Lower Bound -- 3.2 Mean Square Error -- 4 Simulation Experiments -- 4.1 Parameter Setting -- 4.2 Estimate Results of Direction -- 5 Conclusion -- References -- 16 KCF Tracking Algorithm Based on Outlier Detection -- Abstract -- 1 Introduction -- 2 KCF Tracking Algorithm -- 2.1 Training Classifiers -- 2.2 Target Detection. , 3 Improved KCF Algorithm -- 3.1 Target Detection -- 3.2 Re-Detection and Localization Mechanism -- 4 Experimental Results and Analysis -- 4.1 Experimental Environment and Parameters -- 4.2 Assessment Criteria -- 4.3 Performance Analysis -- 5 Conclusion -- References -- 17 Spectral Clustering Algorithm Based on Attribute Weight of Information Entropy -- Abstract -- 1 Introduction -- 2 Weighted Euclid Distance Based on Information Entropy -- 3 Algorithm -- 4 Experiment -- References -- 18 Interference Location Using an Improved TDOA Algorithm with Antenna Array and Beamforming -- Abstract -- 1 Introduction -- 2 TDOA Method Description -- 3 Improved TDOA Using Array Antenna -- 4 Experiments and Conclusion -- Acknowledgements -- References -- 19 Reconstruction Algorithm of Discontinuous Point for a Class of Shallow Water Equations by MQQI -- Abstract -- 1 Introduction -- 2 Equations -- 3 Numerical Methods -- 4 Numerical Examples -- 4.1 The KDV Equation -- 4.2 The C-H Equation -- 4.3 The D-P Equation -- 5 Conclusion -- Acknowledgements -- References -- 20 Salmon Migration Optimization: A Novel Nature-Inspired Algorithm -- Abstract -- 1 Introduction -- 2 Salmon Migration Optimization (SMO) -- 2.1 Inspiration -- 2.2 Algorithm Flow and Mathematical Model -- 2.2.1 SMO Algorithm -- 2.2.2 Water Flow Oriented Heuristic -- 2.2.3 Magnetic Oriented Heuristic -- 2.2.4 Pheromone Oriented Heuristic -- 3 Results and Discussion -- 3.1 Benchmark Functions and Experimental Setting -- 3.2 Comparison Results and Analysis -- 3.2.1 Unimodal Test Functions and Exploitation Analysis -- 3.2.2 Multi-modal Test Functions and Exploration Analysis -- 3.2.3 Wilcoxon Rank-Sum Test Results and Analysis -- 4 Conclusions -- References -- 21 An Intelligent Logistic Regression Approach for Verb Expression's Sentiment Analysis -- Abstract -- 1 Introduction -- 2 Methodology. , 2.1 Verb Expression Extractor and Vectorization -- 2.2 New Feature Finding with PSO -- 2.3 Regression Coefficient Computation -- 3 Experiments -- 3.1 Datasets -- 3.2 Experimental Results -- 4 Conclusion -- Acknowledgements -- References -- 22 Lyapunov Inequality for Conformable Fractional Equation -- Abstract -- 1 Introduction -- 2 Definition, Lemma, and Remark -- 3 Main Results -- 4 Discussion -- Acknowledgements -- References -- 23 Feature Extraction and Classification of Dynamic and Static Gestures Based on RealSense -- Abstract -- 1 Introduction -- 2 Related Works -- 2.1 Intel RealSense Technology -- 2.2 Hand Data Acquisition -- 2.3 Gesture Customization -- 3 Feature Analysis and Extraction -- 3.1 Gesture Feature Analysis and Calculation -- 3.2 Feature Set Selection -- 4 Experiment and Analysis -- 5 Conclusions -- Acknowledgements -- References -- 24 Research on Passive Acoustic Source Direction Finding Based on TDOA -- Abstract -- 1 Introduction -- 2 Development of Passive Acoustic Direction Finding -- 3 Direction-Finding Algorithm -- 3.1 Method of Solving Equations -- 3.2 Linear Least Square Method -- 4 The Current Direction-Finding Problems -- 5 Conclusion -- References -- 25 Evaluation of English Speech Quality Based on Deep Belief Network -- Abstract -- 1 Introduction -- 2 Speech Signal Preprocessing and Feature Extraction -- 2.1 The Preprocessing of Speech Signals -- 2.2 Extraction of Speech Feature Parameters -- 3 Multi-parameter Pronunciation Quality Evaluation Based on Deep Belief Network -- 3.1 Restricted Boltzmann Machine -- 3.2 Deep Belief Network -- 4 Experiment Simulation and Result Analysis -- 5 Conclusions -- References -- 26 Integrated Simulation Design of UAV System -- Abstract -- 1 Introduction -- 2 Scheme Design -- 2.1 Development Process of Integrated Simulation -- 2.2 Simulation Objects and Integrated Simulation System. , 3 Real-Time Simulation System Design.

Note: Intro -- Preface -- Acknowledgements -- Contents -- About the Editors -- Data Science and Analytics -- Quality Index Evaluation Model Based on Index Screening Model -- 1 Introduction -- 2 Three-Parameter Interval Principal Component Analysis -- 2.1 Principal Component Analysis -- 2.2 Calculation Steps -- 2.3 M-PCA Three-Parameter Interval Principal Component Analysis -- 2.4 Calculation Steps -- 2.5 The Determination of Subjective Index Weight Based on Analytic Hierarchy Process -- 2.6 Index Evaluation -- 3 Analysis of Examples -- 4 Conclusion -- References -- Selection of Software Development Methodologies (SDMs) Using Bayesian Analysis -- 1 Introduction -- 2 Proposed Work -- 3 Proposed Model -- 3.1 Experimental Result -- 4 Conclusion -- 5 Future Scope -- References -- Role of Social Media in Employer Branding-A Study on Selected Engineering Colleges (Private) in Bhubaneswar -- 1 Introduction -- 2 Objective -- 3 Methodology -- 4 Literature Review -- 4.1 Employer Branding -- 5 Cases of Private Institute -- 5.1 Case 1: Institute of Technical Education and Research, SOA University, Bhubaneswar -- 5.2 Case 2: Centurion University of Technology and Management (CUTM), Bhubaneswar -- 5.3 Case 3: Silicon Institute of Technology -- 5.4 Case 4: Gandhi Engineering College (GEC) Bhubaneswar -- 5.5 Case 5: Hi-Tech Institute of Technology (HIT), Bhubaneswar -- 6 Conclusion of the Study -- References -- A Novel Approach for Artifact Removal from Brain Signal -- 1 Introduction -- 2 Overview of Proposed Method -- 2.1 Kurtosis -- 2.2 Multiscale Entropy (MSE) -- 2.3 Artifact Channel Identification -- 2.4 Artifact Denoising -- 3 Results and Discussion -- 4 Conclusion -- References -- A Novel Approach to Heterogeneous Multi-class SVM Classification -- 1 Introduction -- 2 Literature Review -- 3 Classification Problem -- 4 Proposed Novel Approach for Heterogeneous Data. , 5 Experimental Results -- 6 Conclusion -- References -- An Empirical Study of Big Data: Opportunities, Challenges and Technologies -- 1 Introduction -- 2 Importance of Big Data -- 2.1 Importance to National Development -- 2.2 Importance to Industrialized Upgrades -- 2.3 Importance to Technical Research -- 2.4 Importance to Interdisciplinary Research -- 2.5 Importance to Better Predict the Future -- 3 Big Data Characteristics -- 3.1 Volume -- 3.2 Velocity -- 3.3 Variety -- 3.4 Veracity -- 3.5 Validity -- 3.6 Volatility -- 3.7 Value -- 4 Hadoop: Way to Process Big Data -- 4.1 Hadoop Distributed File System -- 4.2 MapReduce -- 5 Challenges of Big Data -- 5.1 Data Challenges -- 5.2 Processing Challenges -- 5.3 Management Challenges -- 6 Big Data Techniques -- 7 Big Data Hadoop-Based Tools -- 7.1 Apache Hadoop -- 7.2 Apache Mahout -- 7.3 Storm -- 7.4 S4 -- 7.5 Apache Kafka -- 8 Conclusion -- References -- Forecasting World Petroleum Fuel Crisis by Nonlinear Autoregressive Network -- 1 Introduction -- 2 Data Sources -- 3 Methodology -- 3.1 Time Series Prediction Using Artificial Neural Network (ANN) -- 3.2 Comparisons of General Prediction Models -- 3.3 Predictive Model Flow Control Diagram -- 3.4 Predictive Model Structure -- 4 Performance Measurement -- 5 Result and Analysis -- 6 Comparison and Discussion -- 7 Hypothesis Testing -- 8 Conclusion -- References -- Stock Market Price Prediction Employing Artificial Neural Network Optimized by Gray Wolf Optimization -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 3.1 Dataset -- 3.2 Normalization -- 3.3 Artificial Neural Network -- 3.4 Gray Wolf Optimization -- 4 Proposed Approach -- 5 Experimental Setup and Simulation Result -- 6 Conclusion -- References -- Analysis of Techniques for Credit Card Fraud Detection: A Data Mining Perspective -- 1 Introduction -- 2 Literature Review. , 2.1 Dataset Collection -- 2.2 Various Methodology of Fraud Detection in Credit Card -- 3 Challenges in Credit Card Fraud Detection -- 4 Conclusion -- References -- Predictive Analytics for Weather Forecasting Using Back Propagation and Resilient Back Propagation Neural Networks -- 1 Introduction -- 2 Related Works -- 3 Supervised Learning Algorithms -- 4 Artificial Neural Network -- 4.1 Back Propagation Algorithm -- 4.2 Resilient Back Propagation -- 5 Results and Discussion -- 5.1 Backprop and Rprop Implemented in RStudio -- 5.2 Receiver Operating Characteristic Curve (ROC) and Area Under Curve (AUC) -- 5.3 ggplot -- 6 Conclusion -- Appendix -- References -- Analysis of the Leadership of Undergraduate Freshmen in Military Schools from the Perspective of Space -- 1 Introduction -- 2 Research Methods -- 2.1 Research Tools -- 2.2 Research Procedures -- 3 The Results Analysis -- 3.1 Reliability and Validity Test -- 3.2 Overall Analysis of Leadership -- 3.3 Analysis of the Correlation Between Leadership and Per Capita Income -- 3.4 Analysis of the Correlation Between Leadership and Per Capita Income -- 4 Result Analysis -- 5 Concluding Remarks -- References -- Correlation Analysis for CSI300 Index Return and Realized Volatility -- 1 Introduction -- 2 Model Construction -- 2.1 Model Realized Estimate -- 2.2 Edge Distribution Model Construction -- 2.3 Construction of Time Change D-Vine Copula -- 3 Empirical Analysis -- 3.1 Characteristic Analysis -- 3.2 Parameter Estimation -- 3.3 Parameter Estimation for Continuous-Time Volatility and the Jump Volatility Models -- 3.4 Correlation Analysis -- 4 Conclusion -- References -- Prescription Basket Analysis: Identifying Association Rule Among Drugs in Prescription of Dentist in Bhubaneswar City -- 1 Introduction -- 2 Research Methodology -- 3 Data Analysis and Results -- 4 Conclusion -- References. , Decision Science and Management -- Impact of Decision Science on e-Governance: A Study on Odisha Land Records System -- 1 Introduction -- 1.1 e-Governance -- 1.2 Odisha Right to Public Services Act -- 2 Literature Review -- 2.1 Brainstorming -- 2.2 Committee Meetings -- 2.3 Delphi -- 2.4 Electronic Meeting -- 2.5 Survey -- 2.6 Decision Tree and Decision Tables -- 2.7 Game Theory -- 2.8 Simulation -- 3 Decision Science for e-Governance -- 3.1 Risk Analysis -- 3.2 Decision Analysis -- 3.3 Cost-Effectiveness Analysis -- 4 Key Findings of the Paper -- 5 Conclusion -- References -- HR Value Proposition Using Predictive Analytics: An Overview -- 1 Introduction -- 2 Data Analytics -- 2.1 Descriptive Analytics -- 2.2 Predictive Analytics -- 2.3 Prescriptive Analytics -- 3 Literature Review -- 3.1 HR Analytics -- 4 Findings and Discussion -- 4.1 Importance of Analytics in HR -- 5 Conclusions -- 6 Originality -- 7 Declaration -- References -- Determination of Time-Dependent Quadratic Demand by Using Optimal Ordering Policy, Salvage Value Under Partial Backlogging, Time-Proportional Deterioration, Time-Varying Holding Cost -- 1 Introduction -- 2 Assumptions -- 3 Modeling -- 3.1 Notations -- 3.2 Mathematical Formulation -- 4 Numerical Examples -- 5 Sensitivity Analysis -- 6 Conclusions -- References -- Inventory Control for Materials Management Functions-A Conceptual Study -- 1 Introduction -- 2 Review of the Literature -- 2.1 Inventory Management -- 2.2 Material Management -- 3 Conclusion -- References -- ACO-Based Secure Routing Protocols in MANETs -- 1 Introduction -- 2 Ant Colony Optimization -- 3 Security Aware ACO Routing Protocols -- 3.1 Secure Antnet Routing Algorithm for Scalable Ad Hoc Networks Using Elliptic Curve Cryptography -- 3.2 Secure Power Aware Ant Routing Algorithm -- 3.3 Swarm-Based Detection and Defence Technique. , 3.4 Detection and Prevention of Blackhole Attack in MANET Using ACO Routing -- 3.5 Autonomous Bio-inspired Public Key Management Protocol -- 3.6 ANT-Based Trustworthy Routing -- 3.7 Pair-Wise Key Agreement and Hop-by-Hop Authentication Protocol -- 4 Comparison and Analysis of Security Aware ACO Routing Protocols -- 5 Conclusion and Future Work -- References -- An Approach Toward Integration of Big Data into Decision Making Process -- 1 Introduction -- 2 Background -- 3 Challenges During Big Data Analytics for Decision Making -- 4 Integrated Framework of Big Data Analytics with Decision Making Process -- 4.1 Proposed Approach -- 5 Conclusion and Future Aspects -- References -- Big Data Analysis and Classification of Biomedical Signal Using Random Forest Algorithm -- 1 Introduction -- 2 Proposed Methodology -- 3 Preprocessing of the Signal -- 4 Feature Extraction -- 5 Random Forest -- 6 Classification Result -- 7 Conclusion -- References -- An Intelligent Framework for Analysing Terrorism Actions Using Cloud -- 1 Introduction -- 2 Motivation -- 3 Objective -- 4 Literature Review -- 5 Comparison of Models -- 6 Conclusion -- References -- Research on Optimization of J Company Warehouse Storage Process -- 1 Introduction -- 2 Analysis on the Current Situation of J Company -- 2.1 Warehouse Storage Process -- 2.2 Problems with Warehouse Storage Process -- 3 Optimized Warehouse Storage Process -- 4 Petri Net Model -- 5 Conclusion -- References -- The Influence of Psychological Contract on the Willingness to Share Tacit Knowledge -- 1 Introduction -- 2 Psychological Contract -- 2.1 Knowledge Sharing -- 2.2 Hypothesis -- 3 Method -- 3.1 Measurement Tools -- 4 Result -- 5 Hypothesis Testing -- 6 Discussion -- 7 Limitations and Future Research -- References -- Research on the Role of Government Management in Chinese Public Indemnificatory Housing System. , References.

Note: Intro -- Preface -- Acknowledgements -- Contents -- About the Editors -- Intelligent Computing -- 1 Global Stability of a Viral Dynamical Model -- Abstract -- 1 Introduction -- 2 Model -- 3 The Existence of Equilibria -- 4 The Global Stability of Equilibria -- Acknowledgements -- References -- 2 Research on Construction of the Software Technology Profession in Vocational Institutes Based on the External Vision -- Abstract -- 1 Introduction -- 2 Professional Construction Ideas Based on the External Vision -- 3 Versatile Teaching Team Construction Based on the Strengths of Teachers -- 4 Social Service Ability Construction Based on Demands of Social Markets -- 5 Construction of School Training Bases Integrated Into Occupation Job Elements and the Construction of the Public Off-Campus Training Bases -- Acknowledgements -- References -- 3 Numerical Study on the Expanded Mixed Covolume Method for One-Dimensional Sobolev Equation -- Abstract -- 1 The Expanded Mixed Covolume Method -- 1.1 The Semi-discrete Scheme -- 1.2 The Fully Discrete Scheme -- 2 Numerical Invariants -- 2.1 A Single Solitary Wave -- 2.2 Interaction of Two Solitary Waves -- References -- 4 Research on the Control Method of Coal Sample Blanking Based on the BP Neural Network and the PID Algorithm -- Abstract -- 1 Introduction -- 2 Control Method of Coal Sample Blanking Based on the BP Neural Network and the PID Algorithm -- 2.1 PID Control Algorithm -- 2.2 BP Neural Network Algorithm -- 3 Experimental Verification -- Acknowledgements -- References -- 5 A Practice on Neural Machine Translation from Indonesian to Chinese -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Lore Translator -- 4 Experiments -- 4.1 Corpus -- 4.2 Training -- 4.3 Experimental Results and Discussion -- 4.4 Demo System -- 5 Conclusion -- Acknowledgements -- References. , 6 Keyword-Based Indonesian Text Summarization -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 The Development of Automatic Summarization -- 2.2 Existing Systems -- 3 Keyword Contribution Method -- 3.1 Overall Architecture -- 3.2 Algorithm -- 4 Experiment -- 5 Conclusion -- Acknowledgements -- References -- 7 Automatic Decision Support for Public Opinion Governance of Urban Public Events -- Abstract -- 1 Introduction -- 2 Implementation -- 2.1 Data Collection Layer -- 2.2 Information Analysis Layer -- 2.3 Public Opinion Government Layer -- 3 Conclusion -- Acknowledgements -- References -- 8 Improved Local Morphology Fitting Active Contour with Weighted Data Term for Vessel Segmentation -- Abstract -- 1 Introduction -- 2 Related Local Region-Based Models -- 3 Proposed Method -- 4 Results -- 5 Conclusion -- References -- 9 3D Point Cloud Data Splicing Algorithm Based on Feature Corner Model -- Abstract -- 1 Introduction -- 2 3D Point Cloud Data Splicing Algorithm Based on Feature Corner Model -- 2.1 Model Innovation and Data Mining -- 2.2 The Overall Structure of the System -- 2.3 Point Cloud Data Splicing Algorithm -- 3 Conclusion -- Acknowledgements -- References -- 10 A Preliminary Study on Mobile Learning -- Abstract -- 1 The Concept, Characteristics, and Composition of Mobile Learning -- 2 The Feasibility of Mobile Learning -- 2.1 The Characteristics of Mobile Learning -- 2.2 The Inherent Advantages of the Network Environment -- 2.3 The Needs of Professional Construction -- 3 Potential Problems and Solutions in Mobile Learning -- 4 Conclusion -- References -- 11 Design and Implementation of Real-Time Inquiry System of the Stock Market -- Abstract -- 1 Introduction -- 2 Relative Technologies -- 2.1 Hadoop -- 2.2 HBase -- 3 Requirement Analysis and Design -- 3.1 System Function Analysis -- 3.2 Overall Design of the System. , 3.3 Database Design -- 4 Implementation of the Key Modules of the System -- 4.1 The Real-Time Prompt Module of Fuzzy Query of Stock Information -- 4.2 News Information Module -- 4.3 Query Module of Large Quantities of Historical Data -- 5 Conclusion -- Acknowledgements -- References -- 12 An Improved Feature Selection Algorithm for Fault Level Identification -- Abstract -- 1 Introduction -- 2 Basic Concepts of Ordinal Classification -- 3 Feature Selection Algorithm for Ordinal Classification -- 4 Feature Selection and Classification Results -- 5 Conclusions -- Acknowledgements -- References -- 13 Computing Model of Musical Multiple Perception Based on Memory Mapping Perception Inversion -- Abstract -- 1 Introduction -- 2 Fuzzy Perception of Music -- 2.1 Fuzziness of Music -- 2.2 Memory Mapping and Perception Inversion (MMPI) -- 3 Music Intelligence Based on Fuzzy Perception -- 3.1 Musical Feature Index -- 3.2 The Basic Type of Music Perception -- 4 Experimental Results -- 5 Conclusions -- Acknowledgements -- References -- 14 A Natural Immersive Closed-Loop Interaction Method for Human-Robot "Rock-Paper-Scissors" Game -- Abstract -- 1 Introduction -- 2 System Description -- 2.1 The Natural Interaction Implementation -- 2.2 The Real-Time Performance Implementation -- 2.3 The Immersion Mode Implementation -- 3 The Closed-Loop Characteristics -- 4 System Testing and Evaluation -- 5 Conclusion -- References -- 15 Capsule Network-Based Facial Expression Recognition Method for a Humanoid Robot -- Abstract -- 1 Introduction -- 2 Advantages and Properties of the Capsule Net -- 2.1 The Differences -- 2.2 The Properties of the Capsule Net -- 3 CK+ Dataset and NAO Robot Experiments -- 3.1 CK+ Dataset -- 3.2 NAO Robot -- 3.3 Experiments -- 4 Conclusions -- Acknowledgements -- References. , 16 Equipment Maintenance Mode Decision Based on Fuzzy Multi-attribute Decision Method -- Abstract -- 1 Introduction -- 2 Fuzzy Multi-attribute Decision Model -- 3 Fuzzy Multi-attribute Decision Process -- 4 Fuzzy Multi-attribute Decision Method -- 5 Example Analysis -- 6 Conclusion -- References -- 17 A Method for Facial Kinship Verification Based on Deep Learning -- Abstract -- 1 Introduction -- 2 Method -- 2.1 Channel Backbone Network -- 2.2 Multi-channel Model -- 2.2.1 Binary-Channel Model -- 2.2.2 Elastic Multi-channel Model -- 2.3 Training -- 3 Experiments and Results -- 4 Conclusion -- Acknowledgements -- References -- 18 A Domain-Adapting Word Representation Method for Word Clustering -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Method -- 3.1 Frequently Co-occurring Entropy -- 3.2 Fuzzy Bag-of-Words Model -- 4 Experimental Results -- 5 Conclusion -- Acknowledgments -- References -- 19 Fitting Complex Nonlinear Function with Belief Rule Base -- Abstract -- 1 Introduction -- 1.1 The Basic BRB Model -- 1.2 BRB Inference Using ER Approach -- 2 Constructing BRB Model for Nonlinear Function -- 2.1 Nonlinear Function -- 2.2 Transformation Techniques for Quantitative Data -- 3 Parameter Training for BRB -- 4 Experiments Study -- 5 Conclusion -- References -- 20 Approximate Kernel Regression Based on Distributed ADMM Algorithm -- Abstract -- 1 Introduction -- 2 Method -- 2.1 Kernel Regression -- 2.2 ADMM Algorithm -- 2.3 Kernel Regression Based on ADMM Algorithm -- 2.4 Approximate Kernel Matrix -- 3 Experiments -- 4 Conclusion -- Acknowledgements -- References -- 21 Detection for Mixed-Characters Based on Machine Learning -- Abstract -- 1 Introduction -- 2 The Composition of the Detection System -- 3 Character Preprocessing -- 3.1 Binarization -- 3.2 Character Segmentation -- 3.3 The Character Normalization -- 4 Data Set Production. , 5 Neural Network Design -- 6 Experimental Results and Analysis -- 7 Conclusion -- References -- 22 Research on 3D Terminal Rendering Technology Based on Power Equipment Business Features -- Abstract -- 1 Introduction -- 2 3D Model High-Speed Rendering Technology -- 3 3D Model Real-Time High-Speed Rendering Technology for Terminal and Grid Business Application Requirements -- 3.1 Scene Organization -- 3.2 Rendering Process -- 3.3 3D Engine Cross-Platform Technology -- 4 Conclusions -- Acknowledgements -- References -- 23 Community Detection Based on Improved Bee Evolutionary Genetic Algorithm -- Abstract -- 1 Introduction -- 2 Algorithm Structure and Algorithm Description -- 3 Improved Bee Evolutionary Genetic Algorithm -- 3.1 Fitness Function -- 3.2 Encoding -- 3.3 Population Initialization -- 3.4 Crossover Operator -- 3.5 Mutation Operator -- 3.6 Selection Operator -- 3.7 Optimization of Random Population Size -- 4 Simulation and Analysis -- 4.1 Community Detection of the LFR Benchmark Network -- 4.2 Community Detection of the Karate Club Network -- 4.3 Community Detection of the dolphin Network -- 5 Conclusion -- Acknowledgments -- References -- 24 Named Entity Recognition for Chinese Management Case Texts -- Abstract -- 1 Introduction -- 2 Semi-supervised Learning Method -- 2.1 Bootstrapped Framework -- 2.2 BI-LSTM-CRF Model -- 2.3 Evaluating Rule -- 3 Experiment -- 3.1 Dataset -- 3.2 Results and Analysis -- 4 Conclusion and Discussion -- Acknowledgements -- References -- 25 Application of Virtual Simulation Platform in Basic Medical Teaching -- Abstract -- 1 Introduction -- 2 Significance of Basic Medical Virtual Simulation Experimental Platform -- 2.1 Reduce the Cost of Experiment -- 2.2 Provide an Open Experimental Environment -- 2.3 Enhance Classroom Fun -- 3 Construction of Basic Medical Virtual Simulation Platform. , 3.1 Functionality Virtual Simulation Experiment Platform.

Note: Intro -- Waste Management in the Fashion and Textile Industries -- Copyright -- Contents -- Contributors -- Part One: Introduction -- Chapter 1: Fashion waste management problem and sustainability: A developing country perspective -- 1.1. Introduction -- 1.2. Waste management -- 1.2.1. 3R approach -- 1.2.2. Exchange and renting -- 1.2.3. Upcycling concept -- 1.2.4. Controlling waste by lean concepts -- 1.2.4.1. Minimizing process waste -- 1.2.4.2. Minimizing material waste -- 1.2.5. Effluent treatment -- 1.2.6. Fashion consumption and consumer attitude -- 1.2.7. Product life cycle assessment -- 1.2.8. Recyclability -- 1.3. Recycling of plastics (polyester and nylon) -- 1.4. Survey findings -- 1.5. Conclusions and future directions -- Acknowledgment -- References -- Chapter 2: Hazards of fashion and textile waste: Approaches for effective waste management -- 2.1. Introduction -- 2.2. Problems and hazards associated with raw material types -- 2.3. Hazards of wasteful utilization of toxic chemicals-Land, water, and air pollution -- 2.3.1. Problems and hazards associated with toxic chemicals -- 2.3.2. Problems and hazards associated with water and air pollution -- 2.3.3. Problems and hazards associated with soil infertility and degradation -- 2.4. Problems and hazards caused by textile and fashion waste -- 2.4.1. Textile waste and associated hazards -- 2.4.2. Hazards and waste from fashion industry -- 2.4.3. Hazards of overproduction in fashion industry -- 2.4.4. Deleterious impacts of fast fashion on environment -- 2.4.5. Hazards due to transport and shipment of fashion merchandise -- 2.4.6. Hazards due to improper buying and usage behavior of consumers -- 2.4.7. Hazards due to problematic recycling -- 2.4.8. Hazards associated with fashion waste -- 2.5. Waste management strategies to combat textile and fashion hazards. , 2.5.1. Role of designers in waste management -- 2.5.2. Waste management at the raw material procurement stage -- 2.5.3. Role of manufacturers in waste management -- 2.5.4. Waste management by minimal and effective utilization of chemicals and water -- 2.5.5. Waste management by effective utilization of water -- 2.5.6. Wastewater recycling and treatment -- 2.5.6.1. Wastewater treatment -- 2.5.7. Waste elimination at source and waste minimization -- 2.5.7.1. Product changes as means of waste minimization -- 2.5.7.2. Process changes as means of waste minimization -- 2.5.8. Waste management by recycling and regeneration -- 2.5.8.1. Recycling and regeneration techniques -- 2.5.9. Innovative approaches by fashion industry for waste management -- 2.5.9.1. Emergence of smart fashion -- 2.5.9.2. Introducing the concept of slow fashion -- 2.5.9.3. Principle of sharing economy -- 2.5.9.4. Extended producer responsibility (EPR) and in-store collection -- 2.5.9.5. Endorsing closed loop system -- 2.5.9.6. Raising consumer awareness -- 2.5.10. Role of brands in waste management -- 2.5.11. Role of consumers in waste management -- 2.5.12. Disposal ecology for waste management -- 2.6. Conclusions -- Further reading -- Part Two: Waste management technologies in manufacturing -- Chapter 3: Management of spinning and weaving wastes -- 3.1. Introduction -- 3.2. Classification of waste -- 3.3. Waste in spinning -- 3.3.1. Blow room -- 3.3.2. Carding -- 3.3.3. Draw frame -- 3.3.4. Combing -- 3.3.5. Simplex -- 3.3.6. Ring frame -- 3.3.7. Winding -- 3.4. Waste in weaving -- 3.4.1. Warping -- 3.4.2. Sizing -- 3.4.3. Knotting -- 3.4.4. Gaiting/tying-in wastage -- 3.4.5. Selvedge -- 3.4.6. Chindi -- 3.4.7. Beam residual wastage -- 3.5. Recycling of spinning and weaving waste -- 3.6. Machine for waste management -- 3.6.1. Willow machine -- 3.6.2. Marzoli trash analyzer. , 3.6.3. Marzoli recycling waste reopener (RWR) -- 3.6.4. Roving stripping and opening machine -- 3.6.5. Thread extractor (Bhatia, 2017) -- 3.6.6. Garnetting machine -- 3.7. Conclusions -- Acknowledgment -- References -- Chapter 4: Management of wastes in garment manufacturing -- 4.1. Introduction -- 4.2. The importance of marker planning and fabric waste management -- 4.3. Recycling fiber, yarn, and fabric wastes and recent trends -- 4.4. Bangladesh using cotton waste as a source of biogas -- 4.5. Solid waste from the Ethiopian leather sector -- 4.6. The control measures in waste management -- 4.6.1. What can be done to minimize wastes? -- Garneting -- Web preparation -- 3D weaving -- Composite manufacturing -- Compression molding -- Seamless garments -- 4.7. Conclusions and future directions -- References -- Chapter 5: Technologies for the management of wastewater generated in wet processing -- 5.1. Introduction -- 5.2. Control of effluent quality -- 5.2.1. Equalization -- 5.2.2. Recovery of by-products -- 5.2.3. Process modification -- 5.2.4. Loss of chemicals -- 5.2.5. Segregation -- 5.3. Effluent treatment methods -- 5.3.1. Coagulation, flocculation, and precipitation -- 5.3.2. Adsorption methods -- 5.3.3. Synthetic ion exchangers -- 5.3.3.1. Fiber-based synthetic bioabsorbents -- 5.3.4. Biological treatments -- 5.3.5. Oxidation techniques -- 5.3.6. Membrane separation -- 5.3.6.1. Microfiltration (MF) -- 5.3.6.2. Ultrafiltration (UF) -- 5.3.6.3. Nanofiltration (NF) -- 5.3.6.4. Hyperfiltration (HF)/reverse osmosis (RO) -- 5.3.7. Electrochemical processes -- 5.3.7.1. Electrodialysis -- 5.4. Effluent treatment plant -- 5.5. Conclusions -- References -- Chapter 6: Management of air quality -- 6.1. Introduction -- 6.2. Effluent gas -- 6.2.1. CO2 removal -- 6.2.1.1. Amine scrubbing -- 6.2.1.2. CO2 storage -- 6.2.2. SOx removal -- 6.2.3. NOx removal. , 6.2.4. Mercury removal -- 6.3. Volatile organic compounds (VOCs) -- 6.4. Activated carbon fibers -- 6.5. Alternative technologies -- 6.6. Conclusions -- Funding -- References -- Part Three: Retail and consumer waste management technologies -- Chapter 7: Packaging waste and their management technologies -- 7.1. Introduction -- 7.2. Packaging defined -- 7.3. Functions of packaging -- 7.4. Materials used for packaging -- 7.5. Consumer attitudes -- 7.6. Managing package waste -- 7.6.1. Recycle -- 7.6.2. Waste prevention or material minimization -- 7.6.3. Reuse -- 7.6.4. Compostable -- 7.6.5. Energy recovery -- 7.7. Conclusions and future directions -- References -- Chapter 8: End of life clothes and their management -- 8.1. Introduction -- 8.2. Collection of used clothing -- 8.3. Reuse of secondhand clothing -- 8.4. Redesign and remanufacturing -- 8.5. Recycling -- 8.5.1. Mechanical recycling -- 8.5.2. Thermal recycling -- 8.5.3. Chemical recycling -- 8.6. Energy recovery -- 8.7. Disposal to landfill -- 8.8. Conclusions -- References -- Chapter 9: Organizations and standards related to textile and fashion waste management and sustainability -- 9.1. Introduction -- 9.1.1. Waste management and sustainability -- 9.1.1.1. Green manufacturing and recycling in fashion -- Organic cotton -- Organic cotton production across the globe -- The opportunities and setting standards for organic cotton -- 9.1.1.2. Green distribution -- 9.1.1.3. Green retailing -- 9.2. Organizations for waste management and sustainability -- 9.2.1. Fashion brands -- 9.2.1.1. HandM -- 9.2.1.2. Marks and Spencer -- 9.2.1.3. Patagonia -- 9.2.1.4. Nike -- 9.2.2. Few other fashion brands -- 9.3. Standards for waste management and sustainability -- 9.3.1. Global organic textile standards (GOTS) -- 9.3.2. Sustainable textile production (STeP) by OEKO-TEX. , 9.3.3. Eco-label certification such as STANDARD 100 by OEKO-TEX -- 9.3.4. Bluesign -- 9.3.5. Cradle to cradle -- 9.3.6. International standards organization -- 9.3.7. Higg index and sustainable apparel coalition -- 9.4. Other organizations and events -- 9.4.1. Zero discharge of hazardous chemicals (ZDHC) -- 9.4.2. UNGC code of conduct for the fashion and textile industry -- 9.4.3. Copenhagen fashion summit -- 9.4.4. Dow Jones sustainability world index -- 9.4.5. Fashion transparency index -- 9.4.6. Youth fashion summit -- 9.4.7. Specific codes of conduct in Australia -- 9.4.8. Specific codes of conduct in Germany -- 9.5. Extended producer responsibility (EPR) for textiles -- 9.5.1. EPR program for postconsumer textiles and clothing recovery -- 9.6. Challenges and opportunities in waste management with Indian paradigms -- 9.6.1. Upasana studio, Auroville, India -- 9.6.1.1. Tsunamika -- 9.6.1.2. Small steps -- 9.6.2. Fabric Monde, Bengaluru -- 9.6.3. Pratibha Syntex, Indore -- 9.6.4. Stylumia, Bengaluru -- 9.7. Conclusions and future directions -- 9.7.1. Significant findings -- 9.7.2. Future directions -- References -- Part Four: Other waste management technologies -- Chapter 10: Automotive waste management technologies -- 10.1. Introduction -- 10.2. Automotive waste -- 10.2.1. Recycling and energy recovery -- 10.2.2. Mechanical recycling -- 10.2.3. Argon process -- 10.2.4. Thermal treatment process -- 10.2.4.1. Pyrolysis process -- 10.2.4.2. Sequential gasification and combustion -- 10.2.5. Injecting molding with automobile shredder residue -- 10.3. Recycling automotive composites and components -- 10.4. End of life (EOL) -- 10.5. Other applications -- 10.6. Conclusions -- Funding -- References -- Chapter 11: Waste management in coated and laminated textiles -- 11.1. Introduction -- 11.2. Coated and laminated textiles -- 11.2.1. Coated textiles. , 11.2.2. Nanomaterial incorporated coated textiles.

Note: Intro -- Preface -- Acknowledgements -- Contents -- Autonomous Systems -- Prediction of Rolling Force Based on a Fusion of Extreme Learning Machine and Self Learning Model of Rolling Force -- Abstract -- 1 Introduction -- 2 ELM Algorithm -- 3 Rolling Force Mathematical Model -- 4 Rolling Force Model Self Learning of Finishing Mill -- 5 Forecasting Experiment and Result Based on Rolling Force of ELM -- 6 Conclusion -- References -- User Behavior Profiles Establishment in Electric Power Industry -- Abstract -- 1 Introduction -- 2 Related Work -- 3 User Label System of Electric Power Industry -- 3.1 Behavior Label -- 3.2 Behavior Description Label -- 3.3 Behavior Prediction and User Classification Label -- 4 Label Generation Technique -- 4.1 Label Generation Technique Based on Clustering Algorithm -- 5 Experiment and Analysis -- 5.1 Generate the Behavior Label -- 5.2 Generate the Behavior Description Label -- 5.3 Generate the Behavior Prediction Label and User Classification Label -- 6 Conclusion -- References -- The Optimal Pan for Baking Brownie -- Abstract -- 1 Introduction -- 2 The Distribution of Heat for Pan -- 2.1 Finite Element Analysis -- 2.2 Edge Cutting Model -- 3 Conclusion -- Acknowledgements -- References -- Intelligent Steering Control Based the Mathematical Motion Models of Collision Avoidance for Fishing Vessel -- Abstract -- 1 Introduction -- 2 Intelligent Steering Control Based the Mathematical Motion Models of Collision Avoidance for Fishing Vessel -- 2.1 Merchant Ship Maneuvering Motion Equation -- 2.2 Merchant Ship Intelligent Steering Control -- 2.3 Acquisition of Collision Avoidance Elements -- 3 Application -- 3.1 Simulation Object and Conditions Setting -- 3.2 Simulation Results and Analysis -- 4 Conclusion -- Acknowledgements -- References -- Dynamical Analysis of Fractional-Order Hyper-chaotic System -- Abstract. , 1 Introduction -- 2 Related Work -- 2.1 Fractional-Order Hyper-chaotic Complex System -- 2.2 Dynamic Behavior Analysis of the System -- 2.2.1 System Equilibrium Point -- 2.2.2 The Influence of System Order Variation on the System -- 2.2.3 The Influence of System Parameter Change on the System -- 3 Conclusion -- References -- Evaluating the Performance of the Logistics Parks: A State-of-the-Art Review -- Abstract -- 1 Introduction -- 2 Review on the Evaluation Index System -- 2.1 Establishment of the Evaluation Index System -- 2.2 Discussion on the Evaluation Index System -- 3 Review on the Evaluation Models -- 3.1 Analysis on the Evaluation Models -- 3.2 Discussion on the Evaluation Models -- 4 Conclusions -- Acknowledgements -- References -- A Tabu Search Algorithm for Loading Containers on Double-Stack Cars -- Abstract -- 1 Introduction -- 2 Problem Description -- 2.1 Background Information -- 2.2 Optimization Strategy -- 3 Tabu Search Algorithm for the Container Loading Problem -- 3.1 Introduction to the Algorithm -- 3.2 Tabu Search Algorithm Design -- 4 Numerical Cases -- 5 Conclusions -- Acknowledgements -- References -- Optimization Model Under Grouping Batch for Prefabricated Components Production Cost -- Abstract -- 1 Introduction -- 2 Problem Description and Variables Defining -- 2.1 Problem Description -- 2.2 Variables Defining -- 3 Model Establishing -- 4 Application Instance and Comparative Analysis -- 4.1 Application Instance -- 4.2 Comparative Analysis -- 5 Conclusion -- Acknowledgements -- References -- Air Quality Evaluation System Based on Stacked Auto-Encoder -- Abstract -- 1 Introduction -- 2 The Methods -- 2.1 Introduction to Traditional Method -- 2.2 AQES-SAE System -- 3 The Experiments -- 3.1 Classification with Improved K-means Algorithm -- 3.2 Identification with the SAE Model -- 4 The Results -- 4.1 Clustering Analysis. , 4.2 Superiority of the AQES-SAE System -- 5 Summary -- References -- Pattern Recognition and Vision Systems -- Urban-Rural Difference of the Coupling Between Social-Economic Development and Landscape Pattern in Chengdu Plain -- Abstract -- 1 Introduction -- 2 Materials and Methods -- 2.1 Study Area and Data Source -- 2.2 Coupling Model -- 3 Results -- 3.1 Urban-Rural Differences in Landscape Pattern -- 3.2 Urban-Rural Coupling Differences Between the Landscape Pattern and the Social-economic Development -- Acknowledgments -- References -- A New Model and Algorithm for Clustering -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 New Model of Clustering -- 2.2 Compact Homogenizing of Class -- 2.2.1 The Establishment of Similar Graph Matrix -- 2.2.2 The Establishment of Compact Homogenizing Between Class -- 2.3 Size Similarity Between Class -- 2.4 Cluster Model -- 3 Algorithm -- References -- Gibbs Phenomenon for Bi-orthogonal Wavelets -- Abstract -- 1 Introduction -- 2 Preliminaries -- 3 Gibbs Phenomenon of Biorthogonal Wavelet Expansion -- 4 Conclusion -- Acknowledgments -- References -- {{\varvec \upalpha}} -Convergence Theory -- Abstract -- 1 Introduction -- 2 {{\varvec \upalpha}} -Adherence Dots and {{\varvec \upalpha}} -Accumulation Dots -- 3 {{\varvec \upalpha}} -Convergence of Nets -- 4 {{\varvec \upalpha}} -Convergence of Ideals -- 5 {{\varvec \upalpha}} -Convergence of Filters -- 6 Relations Among Nets, Ideals, Filters -- 7 Applications of {{\varvec \upalpha}} -Convergence Theory of Nets -- References -- Feature Selection Optimization Based on Atomic Set and Genetic Algorithm in Software Product Line -- Abstract -- 1 Introduction -- 2 Basic Concept -- 2.1 Feature Models -- 2.2 Atomic Sets -- 3 Atomic Sets Computation -- 4 Genetic Algorithm for Feature Selection Optimization -- 4.1 Initial Population -- 4.2 Fitness Function. , 4.3 Crossover Operation -- 4.4 Selection Operation -- 4.5 Mutation Operation -- 4.6 The Flow Diagram of Genetic Algorithm -- 5 Experiment and Analysis -- 5.1 Test Model -- 5.2 Experiment Result and Analysis -- 5.2.1 The Simulation Results of Atomic Set -- 5.2.2 The Simulation Results of Genetic Algorithm -- 6 Related Work -- 7 Conclusion -- Acknowledgments -- References -- Product Configuration based on Feature Model -- Abstract -- 1 Introduction -- 2 Configuration Architecture Model -- 3 Feature Modeling -- 3.1 Feature Diagram -- 3.1.1 Basic Feature Diagram -- 3.1.2 Cardinality-Based Feature Diagram -- 3.2 Constraints -- 3.2.1 Boolean Constraints -- 3.2.2 Non-Boolean Constraints -- 4 Automated Support -- 4.1 SAT -- 4.2 BDD -- 4.3 CSP -- 5 Feature Selection -- 5.1 Non-collaborative Configuration -- 5.2 Collaborative Configuration -- 6 Conclusion -- Acknowledgments -- References -- Research on Fast Browsing for Massive Image -- Abstract -- 1 Introduction -- 2 Distributed Computing and Image Pyramid -- 2.1 Distributed Computing -- 2.2 MapReduce -- 2.3 Image Pyramid -- 3 MapReduce Model for Massive Image -- 3.1 Data Blocking Prepared for MapReduce -- 3.2 MapReduce Image Model -- 4 Experiment -- 4.1 Experimental Data and Equipment -- 4.2 Experimental Result -- Acknowledgments -- References -- RVM for Recognition of QRS Complexes in Electrocardiogram -- Abstract -- 1 Introduction -- 2 RVM Classifier -- 3 QRS Detection -- 4 Implementation and Performance Evaluation -- 5 Conclusions -- Acknowledgments -- The Architecture of the RFID-Based Intelligent Parking System -- Abstract -- 1 Introduction -- 2 The Research Status of the Intelligent Parking System -- 3 The Overall Configuration of the System -- 3.1 The Basic Flow of the Intelligent Parking System -- 3.1.1 The Parking Process of the Vehicle with Legal e-tag. , 3.1.2 The Parking Process of the Vehicle Without Legal e-tag -- 3.1.3 The Parking Process of the Vehicle Without Enough Electronic Balance -- 3.2 The Design of the Intelligent Parking Management System -- 3.3 The Basic Requirements for the Intelligent Parking System -- 4 Summary -- References -- A Review of Cognitive Psychology Applied in Robotics -- Abstract -- 1 Introduction -- 2 Robot Affective Computing and Interaction -- 2.1 Emotion Recognition -- 2.2 Affective Modeling -- 2.3 Emotion Expression -- 3 Application of Robot Cognition -- 3.1 Robot Autism Intervention -- 3.2 Robot Education -- 3.3 Household and Nursing Robot -- 4 Conclusion and Prospect -- Acknowledgments -- References -- Robot Vision Navigation Based on Improved ORB Algorithm -- Abstract -- 1 Introduction -- 2 Improved ORB Algorithm -- 2.1 Extreme Points in Scale Space Detection -- 2.2 Extract Stable Feature Points -- 3 Visual Navigation Method -- 4 Experimental Results -- 5 Conclusion -- References -- An Improved Multi-label Relief Feature Selection Algorithm for Unbalanced Datasets -- Abstract -- 1 Introduction -- 2 ReliefF Algorithm -- 3 UBML-ReliefF Algorithm -- 4 Experiment -- 4.1 Datasets -- 4.2 Performance Evaluation Index -- 4.3 Experiment and Results Analysis -- 5 Conclusion -- Acknowledgements -- References -- Area Topic Model -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Area-LDA Topic Model -- 3.1 Overall Design of Area-LDA -- 3.2 Process of Estimator -- 4 Experiments -- 4.1 Dataset -- 4.2 Experiment Settings -- 4.3 Experimental Restuls -- 5 Conclusions -- References -- Predicting Popularity of Topic Based on Similarity Relation and Co-occurrence Relation -- Abstract -- 1 Introduction -- 2 The SCW Method for Prediction of Topic Popularity -- 2.1 Definition -- 2.2 The Description of Topic Popularity -- 2.3 The Analysis of Similarity Relation. , 2.4 The Analysis of Co-occurrence Relation.

Note: Intro -- Preface -- Acknowledgements -- Contents -- Editors and Contributors -- Decision Support System -- Recommended Model of Pollution Information Based on Collaborative Filtering Algorithm -- 1 Introduction -- 2 Calculation of the Similarity of Pollution Information -- 3 Default Prediction Complement -- 4 Obtaining the Similarity Matrix Between Users -- 5 The Solution of the Model -- 6 Analysis of Model Results -- References -- Research on the Evaluation of TCM Service Level in Various Regions of China -- 1 Introduction -- 2 Data Sources and Methods -- 2.1 Data Sources -- 2.2 Methods -- 3 Results -- 3.1 Principal Component Analysis -- 3.2 Cluster Analysis -- 4 Discussion -- 4.1 Regional Disparities in TCM Service Levels -- 4.2 The Effect of Health Services is not Commensurate with the Level of Economic Development -- References -- A Method for Evaluating Health Status of Rail Transit Signaling Equipment Based on Group Decision -- 1 Introduction -- 2 Related Work -- 3 Establishing Rules for an Evaluation System -- 3.1 Defining an Evaluation Organization -- 3.2 Defining the Evaluation Scope -- 3.3 Establishing the Weight Coefficient Vector -- 3.4 Establishing Alarm Rules to Monitor Equipment Faults -- 3.5 Setting Parameters for an Equipment Type -- 4 Implementation of an Evaluation System -- 4.1 Fault Monitoring Cycle -- 4.2 Health Evaluation Cycle -- 5 Conclusion -- References -- Intelligent Decision Support System for Precision Medicine (IDSS 4 PM) -- 1 Introduction -- 2 Theoretical Foundation-Simon's Model of Decision-Making -- 3 Intelligent Decision Support Systems (IDSSs) -- 4 Precision Medicine: An Emerging Approach in Medical Decision-Making -- 5 How Technologies Are Advancing Precision Medicine? -- 5.1 Business Analytics -- 5.2 Cognitive Computing -- 6 Theory Practice and Discussion -- 7 Characteristics of IDSS 4 PM -- 8 Conclusion. , References -- A Study of Result-Oriented Performance Appraisal-Taking Huawei as an Example -- 1 Introduction -- 2 Increasing Flexibility of Bonus Package -- 2.1 Reducing Long-Term Returns and Increasing Short-Term Returns -- 2.2 Widening the Gap and Clarifying the Hierarchy -- 2.3 Awarding the Current Contribution Immediately -- 3 Abandoning the Cumbersome Human Resource Assessment -- 3.1 Assessment by Objectives -- 3.2 Avoiding Establishing KPI Indicators in Isolation for Each Department -- 4 Taking the Responsibility and Result-Oriented Method -- 4.1 Good Performance and Good Return -- 4.2 Combination of Performance Evaluation and Reverse Evaluation -- 4.3 Eliminating Pretending Hard-Working -- 5 The Conclusion -- References -- Under a Management Perspective: Analysis of the Relationship Between Trust and Behavior Decision-Making -- 1 Introduction -- 2 Data and Measurement -- 2.1 Data Sources -- 2.2 Variable Description and Reliability Validity Test -- 3 Data Analysis and Discussion -- 3.1 The Difference of Public Trust Under Different Demographic Variables -- 3.2 The Differences in the Ways of Public Behavior Decision-Making Under Different Demographic Variables -- 3.3 The Relationship Between Trust and Behavior Decision-Making -- 4 Conclusion -- References -- Research on the Regulation of Industrial Structure in the Mid-Southern Liaoning Urban Agglomeration from the Perspective of Spatial Connection -- 1 Introduction -- 2 Research Area and Data Sources -- 2.1 Overview of the Study Area -- 2.2 Data Sources -- 3 Research Method -- 3.1 Spatial Shift-Share Model -- 3.2 Determination and Improvement of Spatial Weight -- 4 Result Analysis -- 4.1 Analysis of the Temporal and Spatial Pattern of Urban Spatial Interaction -- 4.2 Analysis of Shift Share of Industrial Structure -- 5 Conclusions -- References. , Research on the Influence Mechanism of Family-Supportive Supervisor Behaviors on Employees' Intention to Stay from the Perspective of Dual Scenario Embeddedness -- 1 Introduction -- 2 Theoretical Basis and Research Hypothesis -- 2.1 FSSB and Employees' Intention to Stay -- 2.2 The Mediating Role of Dual Scenario Embeddedness -- 2.3 The Moderating Role of Employees' Gratitude as a Trait -- 3 Study Design -- 3.1 Participants and Survey Methods -- 3.2 Variable Measurement -- 4 Research Results -- 4.1 Descriptive Statistical Analysis -- 4.2 Discrimination Validity Analysis and Common Method Test -- 4.3 Hypothesis Testing -- 5 Conclusion -- 5.1 Theoretical Contribution -- 5.2 Management Implications -- 5.3 Research Limitations and Prospects -- References -- Policy Burden, Industry Competition, and Corporate Risk-Taking -- 1 Introduction -- 2 Theoretical Analysis and Research Hypothesis -- 2.1 Policy Burden and Corporate Risk-Taking -- 2.2 The Regulating Effect of Industry Competition -- 3 Research Design -- 3.1 Sample Selection and Data Sources -- 3.2 Variable Selection and Model Design -- 4 Empirical Results -- 4.1 Descriptive Statistics -- 4.2 Analysis of Regression Results -- 5 Endogenous Control and Robustness Test -- 5.1 Endogenous Problems -- 5.2 Robustness Analysis -- 6 Research Conclusions -- References -- Blended Teaching Mode of Tourism English Based on TPACK -- 1 Introduction -- 2 TPACK Theory -- 3 ESP and Tourism English -- 4 Research Design -- 4.1 Design Concept -- 4.2 Problem Design -- 4.3 Subjects and Teaching Contents -- 4.4 Research Steps -- 5 Experimental Conclusion -- References -- Technology and Innovation Management -- Research on Privacy Protection of Internet of Things Search Data Based on Fine-Grained Authorization -- 1 Introduction -- 2 Background Knowledge -- 2.1 Secret Search -- 2.2 Attribute-Based Encryption Scheme. , 3 System Program -- 3.1 System Architecture -- 3.2 Program Process -- 4 Safety and Performance Analysis -- 4.1 Security Analysis -- 4.2 Performance Analysis -- 5 Concluding Remarks -- References -- Design of Emergency Rescue Deduction System for Bus Fire Accident Based on Virtual Reality -- 1 Introduction -- 2 The Functional Requirements of Deducing System -- 3 The Design of Deduce System Architecture -- 4 Function Design of Deducing System -- 4.1 Scene Editing Module -- 4.2 Deduce Management Module -- 4.3 Client Operation Module -- 5 Composition of the Deduction System -- 6 Conclusion -- References -- Application of Game Theory in the Field of Technology Innovation -- 1 Introduction -- 2 The Application of Oligopoly Model in Technological Innovations -- 2.1 The Development of Cournot Model in Technological Innovations -- 2.2 Application and Development of Stackelberg in Technological Innovations -- 2.3 Application of Option Game Oligopoly Model in Technology Innovations -- 3 Research on Evolutionary Game Model in Technological Innovations -- 3.1 The Application of Evolutionary Game in Technological Innovations -- 3.2 The Development of Evolutionary Game Model in Technological Innovations -- 4 The Development Direction of Game Theory in Technological Innovations -- References -- Research on Innovation Mechanism of Corporate Volunteering in China -- 1 Introduction -- 2 The Concept and Connotation of Corporate Volunteering -- 3 The Status Quo of Volunteering in Chinese Enterprises -- 3.1 The Integration of Business Objectives Is Important for the Business Development Plan -- 3.2 Win the Sense of Belonging of Employees and the Identity of External Customers -- 3.3 Corporate Public Services Take from Society and Use for Society -- 3.4 Volunteering of Different Enterprises Vary Greatly -- 3.5 Long-Term Development of Volunteering Projects. , 3.6 Undertaking Government Public Service -- 4 Problems in the Development of Enterprise Volunteering in China -- 4.1 Insufficient Government Guidance -- 4.2 Information Guidance is not Strong -- 4.3 Lack of Corporate Volunteering Standards -- 4.4 Imbalance Between Long-Term and Short-Term Benefits -- 5 Development Trend of Corporate Volunteering -- 5.1 Internetization of Corporate Volunteering -- 5.2 Normalization of Corporate Volunteering -- 5.3 Diversification of Corporate Volunteering -- 5.4 Establish Self-organization of Corporate Volunteers -- 5.5 Corporate Volunteering Are Becoming More Standardized and Strict -- 6 Innovation of Corporate Volunteering Mechanism -- 6.1 Building Communication Network and Innovating Corporate Volunteering Mechanism -- 6.2 Taxation Policy -- 6.3 Expense Subsidies -- 6.4 Performance Evaluation -- 6.5 Establish a Sound Education and Training Mechanism -- 6.6 Establish a Sound Guarantee Mechanism to Protect the Volunteering of Enterprises -- References -- Research on the Differential Incentive Effect of Patent Pool on Specific Technology Learning -- 1 Research Background -- 2 Theoretical Analysis and Research Hypothesis -- 2.1 The Impact of Patent Pool Formation on Specific Technology Learning -- 3 Research Design -- 3.1 Data and Samples -- 3.2 Variables and Their Measurement -- 4 Empirical Results and Analysis -- 4.1 Descriptive Statistical Analysis -- 4.2 Hypothesis Testing -- 5 Conclusion and Inspiration -- 5.1 Research Conclusion -- 5.2 Management Suggestions -- References -- Research on Present Situation and the Countermeasure Analysis of Football Training in University -- 1 Introduction -- 2 The Present Situation of Campus Football Training in China -- 3 Problems in the Development of Campus Football Activities in China -- 3.1 Students' Poor Awareness for Football Activities. , 3.2 Unreasonable Arrangement of Football Activities.