Anmerkung: 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.

Anmerkung: Intro -- Preface -- Contents -- About the Editors -- Mechatronics -- 1 Simulation of Off-Wheel Problem of Triangle Tracked Vehicle Based on RecurDyn -- Abstract -- 1 Introduction -- 2 Structure and Relevant Technical Parameters of Triangular Track -- 3 Simulation Test -- 3.1 Virtual Prototype Modeling -- 3.2 Simulation Test on off-Wheel Problem of Track -- 3.3 Simulation Test on Vehicle S Bend -- 4 Conclusion -- References -- 2 Brief Design Requirements of Screen Printing Stencil -- Abstract -- 1 Introduction -- 2 Stencil Design -- 2.1 Frame Design of Circuit Board Stencil -- 2.2 Design of Stencil Tension Net -- 2.3 Mark Point Design of Stencil -- 2.4 Aperture Design of Stencil -- 2.5 Thickness Design of Stencil -- 3 Requirements for Opening Size and Shape of Stencil -- 3.1 Chip Components-Resistors, Inductors, Capacitors -- 3.2 Power MOSFET -- 3.3 QFP, SOP, QFN, IC -- 3.4 BGA -- 4 Conclusion -- References -- 3 Review of Improved Collaborative Filtering Recommendation Algorithms -- Abstract -- 1 Introduction -- 2 Overview of Traditional Collaborative Filtering Algorithms -- 2.1 User-Based Collaborative Filtering Recommendation Algorithm -- 2.2 Item-Based Collaborative Filtering Recommendation Algorithm -- 2.3 Model-Based Collaborative Filtering Recommendation Algorithm -- 3 Improvement and Application of Collaborative Filtering Algorithm -- 3.1 The New Theory Is Introduced into Collaborative Filtering -- 3.2 Data Dynamic Analysis Combined with Collaborative Filtering -- 3.3 Combination of Data Rule Mining and Collaborative Filtering -- 4 Conclusion -- References -- 4 A Preliminary Study on the Application of Computer Technology in Physical Education -- Abstract -- 1 Introduction -- 2 Design of Instructional Model of Autonomous Physical Education Based on Computer Technology -- 2.1 Part Before Class -- 2.2 Part in Class -- 2.3 Part After Class. , 3 Application Analysis of Physical Education Teaching Model Based on Computer Technology -- 3.1 Experimental Subject -- 3.2 Experimental Procedure -- 3.3 Experimental Method -- 3.4 Experimental Result -- 4 Conclusion -- References -- Intelligent Systems -- 5 Design of Archives Management System for Teaching -- Abstract -- 1 Introduction -- 2 Requirement Analysis of System and Database Design -- 2.1 Requirement Analysis -- 2.2 System Functional Structure Design -- 2.3 Database Design -- 3 System Function Realization -- 3.1 Login Module Design -- 3.2 Registration Module Design -- 4 System Test and Operation Result Analysis -- 5 Conclusion -- Acknowledgements -- References -- 6 An Algorithm for Distinguishing Between Speech and Music -- Abstract -- 1 Introduction -- 2 Audio-Related Features -- 3 Algorithm Steps -- 4 Experimental Result -- 5 Summary -- Acknowledgements -- References -- 7 Research on Multiple Overlapping Speakers Number Recognition Based on X-Vector -- Abstract -- 1 Introduction -- 2 Approach -- 2.1 X-Vector -- 2.2 Data Preprocessing -- 2.3 Improving of Feature Extraction -- 3 Experimental Results -- 4 Conclusions -- References -- 8 Discussion on Production Technology and Testing Technology of 1553B Bus Cable Net for Satellite -- Abstract -- 1 Introduction -- 2 Composition of 1553B Bus Cable -- 2.1 1553B Cable Structure -- 2.2 Composition of 1553B Bus Cable -- 3 1553B Bus Cable Network Assembly Process -- 4 1553B Bus Cable Network Installation Quality Test -- 4.1 Bus Cable Net Appearance Inspection -- 4.2 1553B Bus Cable Network Static Performance Test -- 4.3 1553B Bus Cable Network Dynamic Performance Test -- 5 Conclusion -- References -- 9 Feasibility Analysis of Venture Capital Committee in the Innovative Design of Class Management in Colleges and Universities -- Abstract -- 1 Introduction. , 2 Major Pain Points of Class Management in Colleges and Universities -- 2.1 Different Opinions About Head Teacher's Impact on Class -- 2.2 Weak Initiative of Class Cadre -- 2.3 A General Lack of Class Fee -- 2.4 Little Contact with Classes After Graduation -- 3 Pain Points Analysis of Class Management in Colleges and Universities -- 3.1 Urgent Need of System Construction Innovation -- 3.2 Difference in Value Proposition -- 3.3 Foundation -- 3.4 Repulsion and Practical Difficulties -- 4 Innovative Design of Class Management in Colleges and Universities -- 4.1 Description of Class Management Tools -- 4.2 The Feasibility Analysis of Innovative Design -- 5 Conclusions -- Acknowledgements -- References -- 10 A Survey and Study on Satisfaction and Influencing Factors Using Ant Credit Pay via Intelligent Processing -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Data Analysis Method and Theoretical Basis -- 3.1 Chi-Square Test Principle -- 3.2 Principle of Correlation Analysis -- 3.3 Satisfaction Principle -- 3.4 Establishing the Satisfaction Index System -- 4 Analysis on the Satisfaction and Influencing Factors -- 4.1 Reliability Analysis and Validity Analysis of Data -- 4.2 Analysis of College Students' Satisfaction with Using "Ant Credit Pay" -- 4.3 Analysis of College Students' Satisfaction -- 4.4 Analysis of Influencing Factors -- 5 Some Suggestions -- 5.1 Individual Consumption Needs to Be Tailored -- 5.2 Pay Attention to Self-credit and Enhance Self-protection Consciousness -- 5.3 Appropriately Reduce the Withdrawal Procedure Rate and Expand the Use of "Ant Credit Pay" in Daily Life -- References -- 11 A Review on Main Optimization Method of ALBERT in Natural Language Processing -- Abstract -- 1 Introduction -- 2 Recent Development -- 3 Solve the Problem of Insufficient Text Word Vector Learning by Classifying the Output Features of ALBERT. , 4 Solve the Problem of Gradient Explosion and Disappearance in the Process of Long Text Training by Combining the Bi-LSTM Model -- 5 By Combining CRF Model to Better Recognize Long Texts -- 6 By Combining the BiGRU Model to Maximize the Preservation of the Semantic Association of Word Vectors in Long Texts -- 7 Conclusion -- References -- 12 Study on the Influencing Factors of Customer Loyalty in Large Smart Home Furnishing Stores -- Abstract -- 1 Introduction -- 2 Related Theory of Influencing Factors of Customer Loyalty -- 2.1 Experience Marketing -- 2.2 Customer Satisfaction -- 2.3 Measurement of Customer Loyalty -- 3 Establishment of Influencing Factor Model of Customer Loyalty -- 3.1 Selection of Modeling Dimension -- 3.2 Research Hypothesis -- 3.3 Description of Research Model -- 4 Data Analysis on Influencing Factors of Customer Loyalty -- 4.1 Reliability Test -- 4.2 Correlation Analysis -- 4.3 Regression Analysis -- 5 Summary -- References -- 13 A Detection Algorithm of Lung Nodule Based on Faster R-CNN -- Abstract -- 1 Introduction -- 2 Deep Learning Detection Framework and Faster R-CNN -- 2.1 Feature Extraction Network -- 2.2 RPN -- 2.3 ROI Pooling -- 2.4 Classifier -- 3 Pulmonary Nodule Detection Network -- 3.1 Improvement of Feature Extraction Network -- 3.2 Modify Anchors -- 4 Experimental Data and Result Verification -- 4.1 Dataset -- 4.2 Evaluation Criterion -- 4.3 Experimental Result -- 5 Conclusion -- References -- 14 Information Extraction from Contract Based on BERT-BiLSTM-CRF -- Abstract -- 1 Introduction -- 2 Related Research -- 3 Algorithm Model -- 3.1 Contract-Based Language Model (BERT) -- 3.2 BiLSTM-CRF Method Based on Migration Optimization -- 4 Test Results and Analysis -- 5 Concluding Remarks -- References -- 15 Research on Linear Detection Technology for Massive MIMO in Wireless Communications -- Abstract. , 1 Introduction -- 2 Model of Massive MIMO Uplink System -- 3 Linear Detection Algorithm for Massive MIMO System -- 3.1 Linear Detection Algorithm -- 3.1.1 Maximum Ratio Combining Algorithm (MRC) -- 3.1.2 Zero-Forcing Algorithm (ZF) -- 3.1.3 Minimum Mean Square Error Detection Algorithm (MMSE) -- 3.2 Simulation -- 4 Conclusion -- References -- 16 Research on Intelligent Reconfiguration and Recognition Technology of Mobile Environment for Substation Operation -- Abstract -- 1 Introduction -- 2 Object Scanning and Modeling -- 3 Modeling and Scanning Modeling of Dynamic Complex Environment -- 4 Weak Supervision Instance Segmentation of Substation Equipment Based on RGB-T Self Labeling -- 5 Model Compression and Acceleration for Edge Devices -- 6 Research and Development of Environment Intelligent Reconfiguration and Recognition Prototype System for Mobile Side Software and Hardware Platform -- 7 Conclusion -- References -- 17 Development and Application of Power Grid Disaster Intelligent Perception and Emergency Command System -- Abstract -- 1 Introduction -- 2 Electric Power Disaster Emergency Situation Map and 3D Visual Command Technology -- 3 Research and Development of Power Grid Disaster Intelligent Perception and Emergency Command Prototype System -- 4 Conclusions -- Acknowledgements -- References -- 18 Research on State Perception of Power Grid Equipment Based on Intelligent Analysis of Multi-Spectral Data -- Abstract -- 1 Introduction -- 2 Feature Distribution and Time-Domain Correlation of PoWer Equipment Status Under Different Spectrums -- 3 Online Monitoring and Fault Warning of Electrical Equipment Status of Stations and Transmission Lines -- 4 Establish a Sample Library of Power Equipment Faults Based on Three-Light Fusion Imaging -- 5 Comprehensive Evaluation Method of Multi-Spectral Data Analysis Model -- 6 Conclusions -- Acknowledgements. , References.

Anmerkung: 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.

Anmerkung: Intro -- Editorial -- Preface -- Contents -- About the Editors -- Mechatronics -- Dynamics Modeling of Active Full-Wheel Steering Vehicle Based on Simulink -- 1 Introduction -- 2 Dynamic Analysis and Modeling for Four-Wheel Steering Vehicle -- 2.1 Vehicle Coordinate System and Modeling Assumptions -- 2.2 Dynamic Differential Equations for Active Four-Wheel Steering Vehicle -- 2.3 Calculation of Normal Load of Each Wheel for 4WS Vehicle -- 2.4 Tire Model -- 3 Simulink Realization of Vehicle Dynamics Model -- 3.1 Wheel Velocity and Sideslip Angle Subsystem -- 3.2 Wheel Normal Load Subsystem -- 3.3 Tire Force Calculation Subsystem -- 3.4 Wheel Rotation Dynamics Subsystem -- 3.5 Roll Angle Calculation Subsystem -- 3.6 Body Dynamics Subsystem -- 4 Simulation Verification of Vehicle Dynamics Model -- 5 Conclusion -- References -- Modal Analysis and Dynamics Simulation of Elliptical Trainer -- 1 Introduction -- 2 Elliptical Structure and Simplification -- 3 Elliptical Trainer Simulation Analysis -- 3.1 Modal Analysis -- 3.2 Dynamics Simulation -- 4 Conclusion -- References -- Research and Design of Vehicle Simulation Subsystem of Testing Platform for CBTC System Based on Linux PowerPC -- 1 Introduction -- 2 Vehicle Simulation Subsystem -- 3 Unit Adapter -- 3.1 Hardware Platform Design -- 3.2 BSP Driver Development -- 4 Train Kinematics Simulation -- 4.1 Traction Calculation Model -- 4.2 Resistance Calculation Model -- 4.3 Braking Force Calculation Model -- 5 Implementation of Vehicle Simulation Subsystem -- 5.1 Environment Construction of Vehicle Subsystem -- 5.2 Implementation and Verification of Vehicle Subsystem -- 6 Conclusion -- References -- Analysis and Compensation of Angular Position Error in Servo Assembly -- 1 Introduction -- 1.1 Design of the High-precision Brushless Servo Assembly -- 2 Angular Position Error Analysis of the Servo Assembly. , 2.1 Analysis of Mechanical Factors Affecting Performance of Servo Assemblies -- 2.2 Shafting Error Analysis -- 3 Test Verification -- 3.1 Data Collection -- 3.2 Error Compensation Verification -- 4 Conclusion -- References -- Research on Exploratory Modeling of Combat Capability of Weapon SoS Based on Synergy -- 1 Introduction -- 2 Weapon System of Systems (SoS) -- 3 Exploratory Synergy Mechanism of Weapon SoS -- 3.1 The Characteristics of the Equipment System Synergy -- 3.2 Exploratory Synergetic Modeling of System Combat Capability -- 4 Explorative Modeling of Weapon SoS Combat Capability -- 4.1 Exploratory Construction of the Main Unit Model of the System's Combat Capability -- 4.2 Judgment Method of Relevant Relations of Operational Capability Subject Units -- 5 Conclusion -- References -- Research on Vibration Responses of Gear System with Backlash -- 1 Introduction -- 2 Mathematical Model -- 3 Numerical Simulation -- 4 Conclusion -- References -- Research on Application of CAN Bus Technology in Truck -- 1 Introduction -- 2 CAN Bus Technology Characteristics -- 3 Classification of Vehicle Networks -- 3.1 Class A Bus -- 3.2 Class B Bus -- 3.3 Class C Bus -- 4 Truck Bus Control System Network Scheme -- 5 Node Design -- 6 The Foreground and Developing Trend of Bus Technology in Automobile Network System Application -- References -- Design and Research of Calibration Method for Driving Loading Device of Single-Machine Thermal Vacuum Test System -- 1 Introduction -- 2 Overall Structure of Test System -- 3 Analysis of Calibration Principle -- 4 Design of Calibration Device for the Test System -- 4.1 Design of Support Frame -- 4.2 Installation Design of Calibration Arm -- 4.3 Design of the Loading of Weights -- 4.4 Design of Torque Calibration for Initial Position -- 4.5 Compensation Correction of Test System -- 5 Static Analysis -- 6 Conclusion. , References -- Wind Power and Hydropower Coordinated Operation Control Strategy Involving Electric Vehicles -- 1 Introduction -- 2 A Collaborative Optimal Scheduling Model for EV Charging and Wind Power and Hydropower -- 2.1 The Impact of Unordered Charging of Electric Vehicles on the Power Grid -- 2.2 Wind-EV-Hydro Control Principle -- 2.3 The Objective Function -- 2.4 The Constraint -- 2.5 Turbine Controller -- 3 The Example Analysis -- 4 Conclusions -- References -- Research on Intelligent Control System of Plate Straightening Based on Knowledge Acquisition -- 1 Introduction -- 2 Problem Solving and Analysis -- 3 Project Design of Straightening Machine Control System -- 3.1 Description and Analysis of the Method for Acquiring Shape Information -- 3.2 Analysis of Straightening Machine Intelligent Control System -- 3.3 Intelligent Control System Design -- 4 Analysis of Effect of Application of Shape Detection System -- 5 Conclusions -- References -- Numerical Simulation of Submarine Shaft-Rate Electric Field Based on COMSOL Finite Element -- 1 Introduction -- 2 Modeling of Ship in COMSOL -- 2.1 Model Simplification and Assumptions -- 2.2 Model Parameter -- 3 Simulation of Shaft-Rate Electric Field -- 3.1 Component Distribution of Electric Field -- 3.2 Electric Field Modes at Different Depths -- 4 Simulation of Different ICCP Protection Currents -- 4.1 Potential Distribution of Ship Hull Under Different ICCP Currents -- 4.2 Shaft-Rate Electric Field Under Different Cathodic Protection Currents -- 5 Conclusion -- References -- Gauss-Hermite PHD Maneuvering Multi-target Tracking Algorithm -- 1 Introduction -- 2 Probability Hypothesis Density Filter -- 2.1 Multi-target Tracking Stochastic Finite Set Theory -- 2.2 Mixed Gauss PHD -- 3 Gaussian-Hermitian PHD Algorithm Based on Interactive Multiple Models -- 3.1 Gaussian-Hermitian Filtering. , 3.2 Gaussian-Hermitian PHD Filtering Based on Interactive Multi-model -- 4 Simulation Results and Analysis -- 5 Conclusion -- References -- Research on Driving State Monitoring Based on Vehicle-Road Collaborative Wireless Positioning Technology -- 1 Introduction -- 2 The Vehicle Wireless Positioning Technology -- 3 Vehicle Wireless Positioning Principle Based on TDOA Ranging Method -- 3.1 TDOA Ranging Method -- 3.2 Vehicle Wireless Positioning Principle -- 3.3 Vehicle Motion State Monitoring Based on Vehicle-Road Coordination -- 4 Test Verification -- 5 Conclusion -- References -- Intelligent Systems -- Reliability Analysis of On-Board ATP System in Metro Based on Fuzzy Dynamic Fault Tree -- 1 Introduction -- 2 Methods and Materials -- 2.1 Analysis of Structure and Conditions of Metro ATP System -- 2.2 The Principle of Fuzzy Dynamic Fault Tree -- 2.3 Fuzzy Number Theory -- 3 Modeling and Solving of on-Board ATP System -- 3.1 Establishment of Dynamic Fault Tree Model -- 3.2 Fuzzy Calculation of Failure Rate and Maintenance Rate -- 3.3 Module Partitioning of Dynamic Fault Tree -- 3.4 Module Solution -- 3.5 Comparison and Analysis of Results -- 4 Conclusion -- References -- Image Fusion Based on Convolutional Sparse Representation with Mask Decoupling -- 1 Introduction -- 2 Convolutional BPDN Dictionary Learning with Mask Decoupling -- 3 Proposed CSRMD-Based Fusion Method -- 4 Experiments and Analysis -- 5 Conclusion -- References -- Research of the Test Algorithms of Servo System Frequency Characteristics -- 1 Introduction -- 2 Testing Sweep Signal of Servo System -- 3 Calculation of Frequency Characteristic -- 3.1 Fast Fourier Transform -- 3.2 Correlation Analysis -- 3.3 Power Spectrum Estimation -- 3.4 Least Squares Fitting -- 4 Conclusion -- References -- Utilization Factor Calculation Method Based on Adam Algorithm and Neural Network. , 1 Introduction -- 2 Model Establishment -- 2.1 Network Structure -- 2.2 Adam Optimization Algorithm -- 3 Model Training and Testing -- 3.1 Dataset -- 3.2 Model Parameters -- 3.3 Model Training and Testing -- 4 Conclusion -- References -- Demand Forecasting of Helicopter Aviation Materials Based on Multi-model Reliability Analysis -- 1 Introduction -- 2 Aviation Material Demand Forecast -- 2.1 Analysis and Forecast of High-Frequency Trouble Components -- 2.2 Analysis and Forecast of Reliability Growth Component -- 2.3 Analysis and Prediction of Basic Repairable Components -- 3 Application Example -- 3.1 Example 1 -- 3.2 Example 2 -- 4 Conclusion -- References -- A Fracture Model Established by Finite Element Simulation and Non-dominated Sorting Genetic Algorithm II for an Al Alloy -- 1 Introduction -- 2 Experiments and Methods -- 3 The Establishment of the Fracture Model -- 3.1 GTN Model -- 3.2 Determination of Model Parameters -- 4 Conclusions -- References -- Research on Fatigue-Magnetic Effect of High-Speed Train Wheelset Based on Metal Magnetic Memory -- 1 Introduction -- 2 ANSYS Fatigue Simulation and Analysis -- 2.1 Principle of Metal Magnetic Memory Detection and Fatigue Simulation Ideas -- 2.2 Boundary Conditions for Fatigue Simulation -- 2.3 Analysis Results of Fatigue Simulation -- 3 Test and Analysis -- 3.1 Acquisition of Test Data -- 3.2 Test Results and Analysis -- 4 Comparison Between Simulation and Test -- 5 Conclusions -- References -- Intelligent Manufacturing Information Security Sharing Model Based on Blockchain -- 1 Introduction -- 2 Related Works -- 3 Blockchain-Based Model for Intelligent Manufacturing -- 3.1 Architecture for Intelligent Manufacturing -- 3.2 System Model for Intelligent Manufacturing -- 3.3 Evaluation Index for Smart Manufacture -- 4 Example -- 5 Conclusion and Future Works -- References. , Research into Effects of Pearl Oyster Cultivation in Freshwater with Extensible Mind Mapping.

Anmerkung: Intro -- Preface -- Conference Organizing Committee -- General Chair -- Programme Chair -- Organizing Chair -- Technical Programme Committee -- Invited Speakers -- Acknowledgement -- Contents -- Intelligent Systems -- Modified Chaos Particle Swarm Algorithm Using Interpolation of Zadoff-Chu Sequence -- Abstract -- 1 Introduction -- 2 Intelligent Lock Software -- 3 Circuit of Hardware -- 4 Comparisons Between New Ones and Original Ones -- 5 Summary -- References -- Air Quality Index Prediction Using Error Back Propagation Algorithm and Improved Particle Swarm Opti ... -- Abstract -- 1 Introduction -- 2 Standard BP Neural Network -- 3 Improved PSO Algorithm -- 4 Simulation Design and Analysis -- 5 Conclusion -- References -- Picture Reconstruction Optimization Using Neural Networks -- Abstract -- 1 Introduction -- 2 Initial Architecture Design of the Network -- 3 Optimal Sampling Strategy -- 4 Optimal Methods on Avoid Overtraining -- 5 Optimal Methods on Increasing Learning Rate -- 5.1 Learning-Rate Annealing Schedules -- 5.2 Momentum Constant -- 6 Conclusion -- Acknowledgments -- References -- An Architecture Design for Fighting Method Decision Based on Course of Action -- Abstract -- 1 Introduction -- 2 A COA Semantic Model -- 3 A COA-Based Design Process -- 4 Mathematic Expression of Decision Problem -- 5 Conclusion -- Acknowledgements -- References -- Trajectory Generation and Optimization of Slider Crank for Servo Press Based on Bezier Curve Model a ... -- Abstract -- 1 Introduction -- 2 Bezier Curve Model of Slider-Crank Servo Press -- 3 Optimization -- 3.1 Fitness Function -- 3.2 Constraint Function -- 3.3 Result -- 3.3.1 Defining Number of Variables -- 3.3.2 Required Displacement -- 3.3.3 Constant Output Velocity -- 3.3.4 Restricted Velocity -- 3.3.5 Restricted Acceleration -- 3.3.6 Multi-constraint Optimization -- 4 Experimental Testing. , 5 Conclusion -- References -- Double Half-Orientation Code and Nonlinear Matching Scheme for Palmprint Recognition -- Abstract -- 1 Introduction -- 2 Double Half-Orientation Code Method -- 3 Double Half-Orientation Nonlinear Matching -- 4 Experimental Results Test -- 4.1 Palmprint Verification -- 4.2 Comparison Between Nonlinear Matching and Hamming Distance Measurement -- 5 Conclusion -- References -- Design of Digital Filters for the Contactless Conductivity Detection of Micro-fluidic Electrophoresi ... -- Abstract -- 1 Introduction -- 2 Principle of CCD for Micro-fluidic Chip -- 3 The Basic Principle of CIC Filter and FIR Filter -- 4 Analysis and Discussion -- 4.1 CCD Chromatographic Peak Signal Simulation of Micro-fluidic Chip -- 4.2 Filter Performance Analysis -- 4.3 Performance Analysis of CIC and FIR Cascaded Digital Filters -- 5 Testing and Verification -- 6 Conclusion -- Acknowledgements -- References -- An Improved Artificial Fish-Swarm Algorithm Using Cluster Analysis -- Abstract -- 1 Introduction -- 2 Proposed Method -- 3 Conclusion -- Acknowledgments -- References -- The Heart Rate Monitoring Based On Adaptive Cancellation Method -- Abstract -- 1 Introduction -- 2 Analysis of PPG Signal -- 3 Adaptive Cancellation Method -- 3.1 Adaptive Filtering Algorithm and Improvement -- 3.2 Generating the Reference Signal -- 3.3 Analysis and Results -- 4 Conclusion -- Acknowledgements -- References -- An Intelligent Heating Device Using Central Heating Technique for Northern China Family -- Abstract -- 1 Introduction -- 2 The System Requirements of Proposed Device -- 3 The Design of Proposed Device -- 4 Conclusion -- Acknowledgements -- References -- Study on Estimation Method of Oil-Immersed Transformer Insulation -- Abstract -- 1 Introduction -- 2 Transformer Oil-Paper Insulation Equivalent Model -- 2.1 Extend Debye Model. , 3 Preparation of Samples -- 4 Result and Analysis -- 4.1 Effect on Parameters of Debye Model Caused by Aged Transformer Oil -- 4.1.1 Variation of Resistance Ri -- 4.1.2 Variation of Capacitance Ci -- 4.2 Effect on Parameters of Debye Model Caused by Aged Insulation Paper -- 4.2.1 Variation of Resistance Ri -- 4.2.2 Variation of Capacitance Ci -- 5 Determination of Threshold for Oil Changing -- 5.1 Variation Ratio of Capacitance -- 5.2 Experiment Result -- 6 Conclusions -- References -- Development of a Wireless Security Monitoring System for CCEL -- Abstract -- 1 Introduction -- 2 Framework Design of Wireless Security Monitoring System -- 3 Hardware Design of the Wireless Security Monitoring System -- 4 Software Design of Wireless Security Monitoring System -- 5 Test of the Indoor Security Monitoring Node -- 6 Conclusion -- Acknowledgements -- References -- Research and Application of a Developing Approach for PIMS Software -- Abstract -- 1 Introduction -- 2 Design -- 2.1 System Structure Design -- 2.2 System Function Design and Implementation -- 3 Application -- 3.1 Chlortetracycline Fermentation Process Information Management System -- 3.2 Tread Production Process Information Management System -- 4 Discussion -- 5 Conclusions -- Acknowledgments -- References -- Study of Prediction Methods for Contamination in the Chlortetracycline Fermentation Process -- Abstract -- 1 Introduction -- 2 Contamination Prediction Method -- 2.1 Soft Sensor Model Solution of Contamination Prediction in the CTC Fermentation Process -- 2.2 Fusing Contamination Information in the CTC Fermentation Process -- 3 Experiment Analysis -- 4 Conclusions -- Acknowledgments -- References -- Technical Study of an Improved PWM Controlling DC/DC Converter -- Abstract -- 1 Introduction -- 2 The Work Principle of Improved PWM DC/DC Converter -- 3 The Experiment Results and Analysis. , 4 Conclusion -- References -- Head-Related Transfer Function Individualization Based on Locally Linear Embedding -- Abstract -- 1 Introduction -- 2 Personalized Method of HRTF -- 2.1 LLE Dimensionality Reduction Processing -- 2.2 Selection of Key Human Body Parameters -- 3 Experiment Analysis -- References -- A Research on Information Security of University Libraries in the Era of Big Data -- Abstract -- 1 Introduction -- 2 Information Security Problems that University Libraries are Facing with in the Era of Big Data -- 2.1 The Surrounding Environment and Equipment Configuration -- 2.2 Virus Risks -- 2.3 Security Problems Teachers and Students are Facing with in Network Resources Usages in the Era o ... -- 3 Information Security Protection Measures for University Libraries in the Big Data Era -- 3.1 Strengthen Environmental Protections and Purchase Advanced Equipment -- 3.2 Prevent Virus Intrusion -- 3.3 Teachers and Students Should Use Resources Correctly in the Network Resources in the Era of Big Data -- 3.4 Strengthen Managements -- 4 Conclusion -- Acknowledgement -- References -- An Improved PID Algorithm Based on BP Neural Network of Ambient Temperature Controller -- Abstract -- 1 Introduction -- 2 The Design of Overall Control Program -- 3 BP Neural Network Control -- 4 The Improved PID Algorithm -- 4.1 Anti Integral Saturation -- 4.2 Flexible Use of Differential Terms -- 4.3 The Overall Structure of the Improved PID Control Algorithm -- 5 The PID Algorithm Based on BP Neural Network -- 5.1 The Selection of Controlled Object -- 5.2 PID Parameter Adjustment -- 6 Experimental Test -- 7 Conclusion -- References -- Study on Security of Mobile Payment -- Abstract -- 1 Introduction -- 2 Mobile Payment Scene Analysis -- 2.1 The Mode of Mobile Payment -- 2.2 Mobile Payment Application Scene Analysis -- 3 Mobile Payment Security Threats. , 3.1 Higher Risk of Mobile Internet -- 3.2 The More Vulnerability of Mobile Phone -- 3.3 Comprehensive Threats of Mobile Payment -- 3.4 The Weak of User Security Awareness -- 4 The Security Precautions of Mobile Payment -- 4.1 Improve Safety Awareness and Skills -- 4.2 Scientific Management and Use -- 4.3 Effective Emergency Measures -- 5 Conclusion -- Acknowledgement -- References -- An Undetermined Coefficients Method for a Class of Ordinary Differential Equation with Initial Values -- Abstract -- 1 Introduction -- 2 The Method of Undetermined Coefficients -- 3 Numerical Examples -- 4 Conclusions -- References -- A Gaussian-Surface Fit to Oceanic Mesoscale Eddies -- Abstract -- 1 Introduction -- 2 Data and Method -- 2.1 Data -- 2.2 Method -- 3 Result -- 3.1 Mononuclear Eddy Fitting -- 3.2 Multiple Eddy Fitting -- 4 Discussion -- References -- Recurrent Neural Networks for Solving Real-Time Linear System of Equations -- Abstract -- 1 Introduction -- 2 Proposed Recurrent Neural Network -- 3 Global Exponential Convergence of the Presented Model -- 4 Simulation Results -- 5 Conclusion -- References -- Analysis of Relationships Between Amount of Physical Activity of Patients in Rehabilitation and Thei ... -- Abstract -- 1 Introduction -- 2 Data for Analysis -- 3 Correlation Analysis -- 3.1 Construction of Data Matrix -- 3.2 Analyzing Result of Data Matrix -- 4 Analysis Using MPCA -- 4.1 PCA and MPCA -- 4.2 Definition of Tensor -- 4.3 Construction of Data Tensor and General Flow of Analysis -- 4.4 Calculation Procedure of MPCA -- 4.4.1 Standardization of Tensor -- 4.4.2 HOSVD Calculation -- 4.4.3 Calculation of Principal Component Scores -- 4.5 Analyzing Result of Data Tensor -- 4.5.1 Principal Component Coefficients -- 4.5.2 Principal Component Scores -- 4.5.3 Correlation Among Principal Components. , 4.5.4 Detailed Analysis of Relationships Between Principal Components.