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Frontier Computing

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Cover of 'Frontier Computing'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Efficiency of Financial Holding and Non-financial Holding Bank in Taiwan: An Application of Meta-Frontier Malmquist Productivity Gap Index
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    Chapter 2 A Light CNN Model for Defect Detection of LCD
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    Chapter 3 Low Illumination Image Enhancement Based on U-Net
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    Chapter 4 A Study on the Effect of an Aptamer with an Embedded Phosphate-Methylated Nucleotide on the Binding of a Target Molecule Using Molecular Simulation
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    Chapter 5 Real-Time Quality Monitoring and Diagnosis Using Convolutional Neural Network: An Application to the Pasting Process of Battery Manufacturing
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    Chapter 6 Working Place Monitoring Emotion by Affective Computing Model
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    Chapter 7 Macrosomia Fetus Prediction with Cluster-Based Feature Selection Scheme
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    Chapter 8 Optimal Features Subset Selection for Large for Gestational Age Classification Using GridSearch Based Recursive Feature Elimination with Cross-Validation Scheme
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    Chapter 9 Turner Syndrome Prognosis with Facial Features Extraction and Selection Schemes
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    Chapter 10 Semi-automated Construction of Air Pollution Domain Ontology
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    Chapter 11 Research on Taxi Sharing Mode Based on Live Map Matching
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    Chapter 12 Application of Particle Spacing Based PSO Algorithm in Sintering Batching
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    Chapter 13 An Automatic Turner Syndrome Identification System with Facial Images
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    Chapter 14 Travel Route Recommendation via Location-Based Social Network and Skyline Query
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    Chapter 15 The Research of Applying Affective Computing Based on Deep Learning for eSports Training
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    Chapter 16 A Preliminary Study of Transferring the Existing CNN Models for Small-Size Nuclei Recognition in Histopathology Images
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    Chapter 17 Improving Skin Lesion Segmentation with Deep Convolutional Generative Adversarial Networks
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    Chapter 18 Enhanced Intelligence Using Collective Data Augmentation for CNN Based Cataract Detection
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    Chapter 19 A Deep Learning Method for MRI Brain Tumor Segmentation
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    Chapter 20 Research on the Influence of BBL and EBL on Students’ Learning Factors in Digital Sculpture Course
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    Chapter 21 The Study on the Access Mechanism for My Health Bank
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    Chapter 22 Semantic-Aware Techniques Enhanced Recommendations in Social Network
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    Chapter 23 Transportation Management and Logistics System with Business Intelligence Approach
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    Chapter 24 A Sharing Platform of Emergency Cars Based on Blockchain Environment
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    Chapter 25 The Design of Collaborative Surveillance System Based on Blockchain Technology
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    Chapter 26 Witch Roundtable: Investigating PCG for Player Experience
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    Chapter 27 Virtual Reality Applied to Astronomy Education in Primary and Middle School
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    Chapter 28 Usage-Aware Resource Allocation in Edge Computing
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    Chapter 29 Breast Cancer Classification with Ultrasound Images Based on SLIC
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    Chapter 30 Research on Gene Similarity Search Algorithm in Heterogeneous Network
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    Chapter 31 Granger-Causality Mining in Atmospheric Visibility Based on Deep Learning
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    Chapter 32 eNB-Assisted Peer Discovery Mechanisms for D2D Communications in LTE-Advanced Networks
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    Chapter 33 Combined General Vector Machine for Single Point Electricity Load Forecast
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    Chapter 34 Chatbots for Smart Customer Services on Official Museum Websites
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    Chapter 35 An Implementation of House Rental Platform with Blockchain Technology
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    Chapter 36 Using XGBoost for Cyberattack Detection and Analysis in a Network Log System with ELK Stack
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    Chapter 37 The Deep Learning Modules for Cyberattack Identification in NetFlow Data Log with Ceph
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    Chapter 38 The Implementation of a Network Log System Using RNN on Cyberattack Detection with Data Visualization
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    Chapter 39 Designing a Near Optimal Solution via Simulated Annealing for Dimensional Chain Assembly
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    Chapter 40 The Implementation of Pressure Measurement of Feet and Jogging Position Adjustment System
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    Chapter 41 An Integrated Framework of Supply Chain Traceability Based on Blockchain Technology
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    Chapter 42 An Ontology Based Approach for User Preference Statistics
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    Chapter 43 An Adjustable-Tree Method for Processing Reverse Nearest Neighbor Moving Queries
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    Chapter 44 The Implementation of Objects Detection and Analysis Using Deep Learning with GPU
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    Chapter 45 A Holistic and Local Feature Learning Method for Machine Health Monitoring with Convolutional Bi-directional LSTM Networks
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    Chapter 46 The Explore of Using Deep Learning Models for Fake News Classification
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    Chapter 47 A Research on Interactive Advertisements in Public Area
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    Chapter 48 Measuring Public Opinion with Social Media Use in Local Government of Asian Cities
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    Chapter 49 Research of Investment Strategies of Periodic Versus Active for the Yuanta Taiwan Dividend Plus ETF
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    Chapter 50 A Study for the Operating Case of Stationery Industries to Modeling Sales Forecasting Performance
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    Chapter 51 Exploring the Relationship of Regular Exercise and Physical Health of in Taiwan
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    Chapter 52 Vehicle Detection and Tracking in Night Times Using Vision and Rear Features with an Intelligent Methodology
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    Chapter 53 Unsupervised Labeling and Keyword Identification from Conversational Contexts
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    Chapter 54 Design and Development of the Blood Cell Hazard AR Game
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    Chapter 55 The Taboos of Taiwaness Ghost Month
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    Chapter 56 Prediction of Shenzhen Component Index Based on PCA and SVM
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    Chapter 57 Human Resource Management Under the Impact of Artificial Intelligence
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    Chapter 58 Studies on Automated Combustion Control System Based on Oxygen Content for Gas-Fired Boilers with Applications
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    Chapter 59 Vibration Fault Diagnosis of 220 kV GIS Equipment Based on Neural Network
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    Chapter 60 Hierarchical Control Strategy for DFIG-Based Wind Farm to Enhance the Frequency Stability
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    Chapter 61 Public Opinion Guidance of the Network System in Colleges and Universities
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    Chapter 62 A Method of Spacecraft Leak Detection Based on Acoustic Emission
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    Chapter 63 Design and Implementation of Machine Tool Energy Consumption Information Management System
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    Chapter 64 Understanding Relevance Judgment in Users’ Information Retrieval Behaviour: A Study Based on Library Logs and the MURM
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    Chapter 65 Information Collection Principles, Main Channels and Common Methods of Public Sector Websites
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    Chapter 66 The Enlightenment of the Development of MOOC in the United States on China’s Higher Education
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    Chapter 67 Research on Practice Teaching System of Production Logistics System Design and Simulation
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    Chapter 68 Hybrid Encryption Algorithm Based on AES and RSA in File Encryption
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    Chapter 69 The Empirical Study on the Contribution of Goods Trade to GDP Growth—Based on China’s Data
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    Chapter 70 Software Design of Indoor Robot Motion Controller System
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    Chapter 71 Long-Distance Damage Detection In Situ Using Magnetostriction Materials
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    Chapter 72 Cloth Simulation Algorithm Based on the Mass-Spring Model and the Non-planar Vortex Lattice Model
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    Chapter 73 Design of Resource and Environmental Attributes Database of Machine Tool Manufacturing Processes
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    Chapter 74 Design and Implementation of Intelligent Management System for Livestock Farm Based on Internet of Things
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    Chapter 75 Identification of the Origin of Zanthoxylum Bungeanum by Electronic Nose Combined with Fuzzy Neural Network
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    Chapter 76 Explorations of the Intelligence Logistics Mode Based on Big Data
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    Chapter 77 Design of Flight Simulation Platform Based on Godson
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    Chapter 78 Media Technology: Material Foundation for the Transformation and Development of Newspaper Industry
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    Chapter 79 Visual Animations Content Feature Analysis Based on Image Information Extraction
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    Chapter 80 Financial Support Mechanism for the Transition and Development of Yunnan Resource-Based Cities in Supply-Side Structural Reform
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    Chapter 81 Development of Rural Tourism Informatization in Jilin Province Based on Intelligent Tourism
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    Chapter 82 Analysis on the Institution of Standardization in the Development of China’s Electronic Information Industry
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    Chapter 83 The Implementation of Flipped Classroom in College English Teaching Based on “Internet +”
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    Chapter 84 Recognition of Foreign Objects in Food Images Using Support Vector Machine
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    Chapter 85 Application Research of Computer Network Technology in Electronic Information Engineering
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    Chapter 86 Edition and Review of the Network Manuscripts of Government Affairs
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    Chapter 87 Computer Numerical Simulation of Force-Magnetic Coupling for Steel Wire Rope with Defect
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    Chapter 88 Innovative Entrepreneurship Education of Computer Discipline in Colleges and Universities
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    Chapter 89 The Web Penetration Based SQL Injection
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    Chapter 90 The Development of Machine Translation in Big Data Era
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    Chapter 91 Teaching of Personal Finance Management Course Based on Multimedia
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    Chapter 92 Cooperative Model of the English-Writing Instruction in Informatization Education
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    Chapter 93 Reform of College English Teaching Mode Guided by Formative Evaluation
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    Chapter 94 Research on College Students’ Innovation and Entrepreneurship Education from the Perspective of Social Work
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    Chapter 95 Computer Aided Screening of PI3K Inhibitor Molecules from Database
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    Chapter 96 Numerical Simulation Study of the Magnetic Field of EMBr-Ruler
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    Chapter 97 Application of Computer in Mixed Reality Technology
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    Chapter 98 Transponder Uplink Signal Computer Simulation System
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    Chapter 99 Research Application and Development of Key Control Technologies of Semiconductor Lighting with Solar Photovoltaic
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    Chapter 100 Empirical Research of the Competency of the “First Secretary” for Poverty Alleviation in Yunnan Province Based on SPSS
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    Chapter 101 Personalized Network Learning Recommendation System Algorithm for Deep Learning Mode in Grid Environment
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    Chapter 102 The Method Discussion of Controlling the Parasitic Accelerations Produced by Three Axial Human Centrifuge when Simulating Pure Gz
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    Chapter 103 Application of Piezoelectric Ceramics in Industrial Products
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    Chapter 104 Moving Object Extraction Method Based on Background in Sports Video
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    Chapter 105 Research on High Speed Encryption and Decryption Technology of Link Layer Data Transmission in Big Data Background
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    Chapter 106 Sensor Location Optimization Based on Multi-objective Fuzzy Decision-Making in Grape Cold Chain Transportation
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    Chapter 107 Scenario Making for Role-Play Game
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    Chapter 108 Risk Analysis and Protective Countermeasures of Computer Network Information Security in Colleges and Universities
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    Chapter 109 Application of Decision Tree Algorithm in Computer Foundation Achievement Analysis
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    Chapter 110 Breeding Pig’s Butt Detection Based on SSD
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    Chapter 111 Implementation of Intelligent Home Control System Based on Internet of Things
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    Chapter 112 Mode of Community Intelligent Old-Age Service from the Perspective of “Internet+”
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    Chapter 113 User Operation Strategy of Bookstore APP Under the Background of Big Data
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    Chapter 114 Cost Data Analytics of Branch Division in Express Enterprise
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    Chapter 115 Short-Term Traffic Planning and Forecasting System Based on Vehicle-Road Coordination
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    Chapter 116 Distributed Training in Access Control Model
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    Chapter 117 Remote Sensing Image Classification Based on AlexNet Network Model
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    Chapter 118 Internet of Things Service Resource Registration and Discovery Framework
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    Chapter 119 Application of Information Data Model in the Teaching of Corporate Performance Management
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    Chapter 120 Jurisdiction Related Issues in the Operation of Electronic Money
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    Chapter 121 Recovery of Waste Tinned Copper Wire via Chemistry-Electrowinning Method
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    Chapter 122 Intelligent Communication System for Urban Rail Traffic Vehicles and Grounds
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    Chapter 123 Analysis and Implementation of Shared Data Synchronization Mechanism in University Information Construction
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    Chapter 124 Temperature Prediction of Grape Cold Chain Transportation Based on Multivariable Grey Model
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    Chapter 125 Application of Big Data Mining in Prediction and Optimization of Mobile Communication Networks
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    Chapter 126 Exploration of Emotional Pattern Recognition and Emotional Model Construction Based on Big Data
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    Chapter 127 Thoughts on the Status Quo and Development Countermeasures of Tank Washing Stations for Bulk Liquid Dangerous Chemical Tanks on the Yangtze River Main Line
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    Chapter 128 Analysis of ERP Talent Requirements Based on Python
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    Chapter 129 Applying Improved Fish Swarm Algorithm to Constrain Information Extraction and Constructing Data Mining Application Model
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    Chapter 130 Analysis and Research of Simulated Annealing Algorithm and Parameters
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    Chapter 131 Fracture Problem in High Strength Aluminum Alloy
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    Chapter 132 Effect of Premix Combustion on Transient Performance of Turbocharged Diesel Engine
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    Chapter 133 Design and Development of a Teaching Management Platform for School-Enterprise Cooperative Programs
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    Chapter 134 Road Construction Technology Assessment and Decision Based on VISSIM Simulation
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    Chapter 135 Optimization of Business Investment Plan Based on Fuzzy Decision Model
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    Chapter 136 Thoughts on Basketball Teaching Reform in Colleges and Universities Under the Background of “Internet +”
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    Chapter 137 Development Status and Existing Problems of Energy Internet Industry
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    Chapter 138 Application of Wavelet Neural Network Prediction Model Based on Particle Swarm Optimization
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    Chapter 139 Design of Desktop Electronic Metal Coin Sorting Device
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    Chapter 140 Energy Saving and Consumption Reduction of Power Plant Boilers in Variable Coal Quality Environment
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    Chapter 141 Construction and Simulation of Rural E-commerce Ecosystem in Ethnic Regions Based on System Dynamics
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    Chapter 142 Research on Consumer Preference Model Based on Big Data Analysis
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    Chapter 143 Framework of Hurdle Technology Teaching Mode Based on “Internet+” Platform
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    Chapter 144 Construction of the Teaching Faculty in Open Universities Based on Mobile Internet
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    Chapter 145 Application of Key Technologies of Efficient and Intelligent Electric Vehicle Charging Pile with Solar Photovoltaic
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    Chapter 146 Framework Model of Personalized Learning Recommendation System Based on Deep Learning Under the Background of Big Data
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    Chapter 147 Video Image Recognition and Early Warning Algorithm of Public Security Prevention and Control Based on Deep Learning
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    Chapter 148 Data Fusion Algorithms of Temperature in Fresh Grape Cold Chain Transportation Based on Multi-sensor
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    Chapter 149 Designing of Scene for Role-Play Game
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    Chapter 150 Development of Raspberry Pi Based Experimental Device for High-Precision Size Measurement
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    Chapter 151 Implementation of Parallel Visualization Method for Large Data Based on Cloud Platform
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    Chapter 152 Practical Teaching System Construction of Financial Management Major Based on Innovation and Entrepreneurship Education
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    Chapter 153 Service Composition Mechanism of Internet of Things
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    Chapter 154 Protection of Island Culture Based on the Emerging Moving Image
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    Chapter 155 Intelligent Pension Service Model in the Era of Big Data
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    Chapter 156 Electrical Intelligent Monitoring System Based on Internet of Things Technology
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    Chapter 157 Optimization and Improvement of Lucene Document Sorting Algorithm
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    Chapter 158 Temperature Alarm Model of Fresh Grapes in Refrigerated Carriage
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    Chapter 159 Digital Construction of Museum Public Service Under the Background of “Internet+”
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    Chapter 160 Tourism Informatization in Non-traditional Scenic Spots—Taking Niubei Mountain, the Largest 360° Viewing Platform as an Example
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    Chapter 161 The Impact of Traffic Flow on Network Quality of Service in Complex Networks
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    Chapter 162 Assembly Building Structure Simulation Method Based on 3D Simulation Technology
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    Chapter 163 Risk Measurement of Supply Chain Finance Based on the VaR Model
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    Chapter 164 Time Synchronous Batch Calibration Algorithm Based on Wireless Sensor Networks
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    Chapter 165 Development Strategy of Energy Internet Industry for Power Grid Enterprises
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    Chapter 166 Application of PVDF Material in Flexible Sensor
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    Chapter 167 Urban Talent Demand Analysis Based on Deep Learning and Wavelet Threshold Denoising
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    Chapter 168 Live Detection and Location Technology of Partial Discharge in High Voltage Switchgear
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    Chapter 169 Network Intrusion Detection Technology Based on Gene Algorithms
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    Chapter 170 Information Service of the Intelligent Library Based on the Internet of Things
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    Chapter 171 Spatio-Temporal Action Localization for Pedestrian Action Detection
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    Chapter 172 Analysis of Hydraulic Damping Shock Absorber of Ship Propulsion Shaft System
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    Chapter 173 Monitoring Strategy of Smart Grid Based on Genetic Algorithms
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    Chapter 174 Design of USB Communication Interface Based on Embedded FPGA System
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    Chapter 175 Effect of Heat Treatment on Fracture Toughness of 7A04 Ultra High Strength Aluminum Alloy
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    Chapter 176 Information Recommendation Model Based on Knowledge Graph in Personalized Context
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    Chapter 177 Strategies of Information Service Based on Intelligent Library
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    Chapter 178 Urban Road Water Recognition Based on Deep Learning
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    Chapter 179 Analysis and Implementation of AFIS Based on ARM
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    Chapter 180 Integration of Web Resources Based on Physical Teaching Courseware
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    Chapter 181 Application of Modern Information Technology on the Library in Colleges and Universities
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    Chapter 182 Application of Physical Education Teaching from the Perspective of Computer Multimedia
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    Chapter 183 Promotion of Library Service Mode Based on Next-Generation Information Technology
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    Chapter 184 Analysis of Abnormal Behaviors in Specific Scenarios Based on SSD
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    Chapter 185 Design of the Architecture of Computer-Aided Reading System for College English
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    Chapter 186 Design of the Multimedia Teaching System for Literary Creation Based on B/S Model
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    Chapter 187 Electronic Music Arrangement Based on the Computer Platform
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    Chapter 188 Design and Application of the Web-Based Autonomous English Learning Platform Based on the Cultivation of Students’ Thinking Ability
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    Chapter 189 Application of the Computer Database Technology in the Sports Competition Information Management
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    Chapter 190 Network Extension System of Classical Chinese Poetry Based on Collaborative Filtering Algorithm
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    Chapter 191 Promotional Strategies of National Culture Internalization Based on PageRank Algorithm
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    Chapter 192 Application of the UAV Technology in the Topographic Map Survey
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    Chapter 193 Establishment of the Coordination Evaluation Model for the Economic Development and the Energy Environment of Automobile Manufacturing Enterprises Under the New Normal Background
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    Chapter 194 Establishment of the Evaluation Index System for the Economic and Environmental Coordination Evaluation Based on the Spatial Durbin Econometric Model
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    Chapter 195 Machining Method of Hole Series of Large Boxes
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    Chapter 196 Discussion on Sharing Mode of Electronic Medical Records Among Hospitals
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    Chapter 197 Development of the Art Intelligence Teaching Design Platform Based on the Network Information Technology
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    Chapter 198 Feasibility Study on the Application of the Computer Visualized Audio Parameter Analysis Method in the Vocal Music Digital Teaching
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    Chapter 199 Realization of the Intelligent Long-Distance Multimedia Teaching System
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    Chapter 200 Computer-Supported Teaching Experiment of Sports Social Sciences
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    Chapter 201 Construction of Computer Network Website for the Ideological and Political Education in Colleges and Universities
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    Chapter 202 Smart Grid State Assessment Method Based on the Historical Data Mining
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    Chapter 203 Multi-interactive Intelligent Teaching Model of College English in the Information Technology Environment
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    Chapter 204 Animation Generation of the Anti-tumor Action Mechanism of Active Components in Astragalus Membranaceus with Computer Navigation
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    Chapter 205 Design of the Computer Management System for Reproductive Toxicity Tests
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    Chapter 206 Design of the Platform for Storage of the Painting Resources and the Retrieval of Art Works Based on the Internet
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    Chapter 207 Computer Modeling and Evaluation of the Spatial Distribution of Tourism Resources in Xi’an
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    Chapter 208 Design of the Communication Electronic Circuit Based on the EDA Technology
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    Chapter 209 Application of the Big Data Processing Technology in the Hospital Informatization Construction
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    Chapter 210 Music Flipped Classroom Teaching Mode Under the Background of the Internet
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    Chapter 211 Time and Frequency Transfer of Satellite Two-Way Carrier Phase and Its Error Analysis
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    Chapter 212 Big Data Analysis of the Efficacy of Mesalamine in the Treatment of Ulcerative Colitis Based on the Three-Dimensional Modeling and Imaging Optimization
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    Chapter 213 Independent Construction System of the Knowledge Graph of Network Literature Resources
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    Chapter 214 Feature Extraction and Target Detection Technology in the Electric Power Operation
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    Chapter 215 Characteristics and Application Ways of Online Education of Ideological and Political Theory Courses in Universities from the Perspective of Big Data
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    Chapter 216 Computer Aided Higher Mathematics Teaching Based on the WEB Campus Network
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    Chapter 217 Multimedia Teaching Model of College English Based on the Network
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    Chapter 218 Analysis of the Sports Teaching and Training System Based on the VR Technology
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    Chapter 219 Construction of the Computer Model of the Compound System for the Management Performance Assessment of State-Owned Enterprise Managers
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    Chapter 220 Design and Analysis of the Capital Operation and the Financing Model of the State-Owned Investment Enterprises Based on the Cloud Security
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    Chapter 221 Polymer Material Comparison System Based on the Computer Image Processing
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    Chapter 222 Design of the Deep Intelligent Education System Based on the Ideological and Political Education in Colleges and Universities
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    Chapter 223 Application of the Computer Graphic Design Color Language in the Food Packaging Design
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    Chapter 224 Analysis of Tourism English Teaching Models Based on the Modern Network Multimedia Technology
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    Chapter 225 AR Augmented Reality Intelligent Image Recognition System Based on the Artificial Intelligence
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    Chapter 226 The Influence of the Computer-Aided Environment on the English Translation Teaching Under the Network Teaching Mode
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    Chapter 227 Three-Dimensional Simulation Training System for the Installation and Inspection Skills of Metering Devices
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    Chapter 228 Development of the GIS Software Technology in the Big Data Era
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    Chapter 229 Design of a Pineapple Picker with Self-locking and Self-adaptive Flexible Claws
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    Chapter 230 The Architecture and the Key Technologies of Power Network Automatic Intelligent Scheduling Based on the Situational Awareness
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    Chapter 231 Design and Implementation of 8 kW Photovoltaic Power Generation System for Teaching
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    Chapter 232 Computer Evaluation Model of the Water Footprint in Shiyang River Basin
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    Chapter 233 The Field Behavior Analysis Technology in the Electric Power Operation
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    Chapter 234 Domain Knowledge Based Analysis of Energy Consumption and Industrial Structure Evolution
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    Chapter 235 Establish a Predictive Model for Pancreatic Cancer
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    Chapter 236 Establish a Medical Image Analysis and Identification Platform
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    Chapter 237 Personal Health Record in FHIR Format Based on Blockchain Architecture
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    Chapter 238 Personally Identifiable Data Field Checking Using Machine Learning
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    Chapter 239 Blockchain and the Feature of Game Development
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    Chapter 240 Multi-sensations Mechanism of Users on the Learning Platform Design of Music Aural Skills
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    Chapter 241 A Research on Real-Name Blockchain System Bind Health Passbook Electronic Medical Record Exchanges Mechanism
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    Chapter 242 A Comparative Analysis of Students’ Learning Effectiveness in Pathways of Multiple Admission System–A Case Study of Students in an Nursing University
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Title
Frontier Computing
Published by
Springer Singapore, May 2020
DOI 10.1007/978-981-15-3250-4
ISBNs
978-9-81-153249-8, 978-9-81-153250-4
Editors

Hung, Jason C., Yen, Neil Y., Chang, Jia-Wei

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