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Proceedings of the 12th International Conference on Computer Engineering and Networks

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Cover of 'Proceedings of the 12th International Conference on Computer Engineering and Networks'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Grid-Search Enhanced Tree-Based Machine Learning for Traffic IoT Data Anomaly Detection
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    Chapter 2 A Cross-Domain Authenticated Key Management Scheme for the Internet of Drones
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    Chapter 3 On Establishment of Food Traceability System with Internet of Things
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    Chapter 4 Edge IOT Proxy Gateway Task Scheduling Method for PIOT Service
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    Chapter 5 Semantic Modeling Method of Highly Elastic Power Grid Based on OWL
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    Chapter 6 Distributed Power Trading Mechanism of Multiple Virtual Power Plants Based on Agency Alliance
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    Chapter 7 Trusted Computing Management Model for Power Data Based on Consortium Blockchain
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    Chapter 8 A Distributed Authentication Mechanism Based on the Transmission Characteristics of WiFi6
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    Chapter 9 Harmonic Energy Metering Method for High Proportion of Renewable Energy Access
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    Chapter 10 A Differentiated WiFi6 Access Resource Optimization Method for Power Internet of Things Services Based on Transmission Time Slot Scheduling
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    Chapter 11 Split Learning Based on Self-supervised Learning
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    Chapter 12 Lithium Battery Life Prediction Based on Edge Computing and Deep Learning
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    Chapter 13 Network Link Existence Prediction Method Based on Graph Autoencoder
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    Chapter 14 Network Alarm Log Data Enhancement Method Based on GAN Model
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    Chapter 15 Design and Implementation of Power Data Traceability System Based on Blockchain
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    Chapter 16 Auxiliary Offloading Optimization Method for Hierarchical Federated Learning
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    Chapter 17 Packet Loss Inference Algorithm Based on Resource Correlation Characteristics Under Network Slicing
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    Chapter 18 Design a Multi-layer Supply Chain Optimization Model Based on Federated Learning and Blockchain
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    Chapter 19 Unreliable Link Location Algorithm Based on Link Characteristics Under Network Virtualization
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    Chapter 20 Congestion Link Reasoning Algorithm Based on Contribution Degree in Network Slicing Environment
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    Chapter 21 Blockchain-Enabled Hierarchical Federated Learning in Resource-Constrained Power Systems
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    Chapter 22 Reliability Improvement Algorithm of Service Function Chain Based on Resource Bearing Characteristics
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    Chapter 23 Service Function Chain Reliability Improvement Algorithm Based on Resource Characteristics
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    Chapter 24 Traffic Sign Recognition System Based on YOLOv5
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    Chapter 25 Design and Implementation of Telecom Offline Data Integrated Processing Based on Hadoop Architecture
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    Chapter 26 A Lightweight Encrypted Network Traffic Classification Method Based on Protocol Field and K-Nearest Neighbor
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    Chapter 27 A Low-Latency and High-Reliability Slice for IP Backbone Network Based on SRv6
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    Chapter 28 Federated Learning and Edge Collaboration Empowered Service Provision Method for Mobile Terminals
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    Chapter 29 DRL and Blockchain Empowered Federated Learning Framework for Genetic Data Engineering
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    Chapter 30 CDPR: A Dynamic Computing Unit Deployment Algorithm for MEC Based on Popularity and Reliability
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    Chapter 31 Design and Implementation of YANG Model Performance Evaluation Platform for Transport Network Management Interface
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    Chapter 32 Design and Implemention of Trusted Access Authentication Module Based on Reputation and Reliable Link
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    Chapter 33 Design of Beidou-Based Railway Emergency Communication Resource Dispatching System
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    Chapter 34 Design of Blockchain-Based Railway Material Management Platform Architecture
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    Chapter 35 Distributed Cross-Domain Authentication Scheme Under the Smart City Management Platform
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    Chapter 36 Intelligent Recommendation Algorithm for Regulations in Smart City Management
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    Chapter 37 Network Fault Root Cause Analysis Algorithm Based on Deep Learning
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    Chapter 38 Resource Allocation Algorithm Based on Heterogeneous Resource Evaluation for Edge Computing
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    Chapter 39 FlexE-Based Slice Management Model of Energy Internet and Its Application
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    Chapter 40 Time Sensitive Network Flow Scheduling Algorithm for Differentiated Power Communication Services
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    Chapter 41 Research on Scheduling Mechanism of Time Sensitive Data Flow in Industrial Internet
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    Chapter 42 Development of an Adjustable OPGW Down-Lead Clamp
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    Chapter 43 Joint Load Control and Energy Sharing Method for 5G Green Base Station Clusters with Hybrid Energy Supply
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    Chapter 44 An Efficient and Distributed Data Storage and Sharing Method Based on Blockchain
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    Chapter 45 Short-Term Power Load Forecasting Using Lightweight Relational GRU Under Power Communication Network
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    Chapter 46 Power Allocation Based on CNN and Long Short-Term Memory Networks in Massive MIMO Systems
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    Chapter 47 Energy Efficiency Optimization in MISO Communication Based on Reconfigurable Intelligent Surfaces
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    Chapter 48 A Radar Working Mode Recognition Algorithm with Approximate Coherent Metric and Multi-Agent PSR Model
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    Chapter 49 A Multi-station Signal Sorting Method Based on Time Difference Pair and Azimuth Information
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    Chapter 50 A Multi-emitter Localization Method Based on Improved Sparse Bayesian Learning Under Multi-station Association
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    Chapter 51 Application Research of Edge IoT Proxy Technology Based on 5G in Power Demand Side Management System
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    Chapter 52 LSTM-A: A Cable Partial Discharge Detection Model with Circuit Big Data
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    Chapter 53 Power Big Data–Based Combination Forecast Method for Medium-Long Term Power
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    Chapter 54 High Reliability and High Data Rate Resource Allocation in Distributed Grid
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    Chapter 55 Joint Subcarrier and Power Allocation for Automatic Power Distribution Services in Smart Grid
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    Chapter 56 Service-Based Architecture Evolution of Radio Access Network Towards 6G
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    Chapter 57 A LEO Satellite Network QoS Routing Scheme Based on Reinforcement-Learning
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    Chapter 58 Feature Fusion and Graph Convolution Correction Network for Human Parsing
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    Chapter 59 Human Pose Estimation Based on Feature Fusion and Graph Encoding Optimization
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    Chapter 60 FPGA Implementation of Column-Wise Deconvolution Accelerator Based on Structural Optimization for Medical Image Segmentation
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    Chapter 61 Classification-Detection of Medical Images by Visualizing Hidden-Layer Features of a Deep Learning Approach
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    Chapter 62 Improved Res2Net Based on Multi-scale Attention Mechanism for Breast Cancer Image Classification
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    Chapter 63 Community Detection Algorithm Based on Node Correlation and Modularity
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    Chapter 64 Evidence Generation in the Fault Type Fusion Diagnosis
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    Chapter 65 Research on Health Management of Large Industrial Equipment Control System Based on Spectrum Analysis
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    Chapter 66 Research on Seed Sterilization Equipment Based on Radio Frequency Heating
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    Chapter 67 Bridging the Gap Between Domain Models and Computational Models: A Case Study of COVID-19
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    Chapter 68 An Image Classification Method Based on Self-attention ConvNeXt
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    Chapter 69 Hyperchaotic Image Encryption Algorithm Based on BD-Zigzag Transformation and DNA Coding
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    Chapter 70 Cancer Risk Assessment Based on Human Immune Repertoire and Deep Learning
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    Chapter 71 Research on Equipment Threat Analysis and Comprehensive Protection Based on Exposure and Damage Model
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    Chapter 72 Emotion Recognition of Autistic Children Based on EEG Signals
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    Chapter 73 A Method of Using Statistical Features Extraction and GA-SVM for EEG Classification
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    Chapter 74 Using SVM and PSO-NN Models to Predict Breast Cancer
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    Chapter 75 Improved Yolo V3 for Steel Surface Defect Detection
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    Chapter 76 Modeling and Characteristic Analysis of Clutter for Airborne Emitter Non-cooperative Detection System
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    Chapter 77 Dynamics Analysis of Underground Mining Shovel Stability During Transportation in Steeply Dipping Tunnel
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    Chapter 78 LD-IDH-Clu: A New Clustering Algorithm Based on the Local Density Estimation and an Improved Density Hierarchy Strategy
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    Chapter 79 Vehicle Detection and Classification Algorithm Based on Improved Mask R-CNN
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    Chapter 80 Fall Detection Method Based on Improved YOLOX Network
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    Chapter 81 Torque Pulse Suppression Strategy for Wind Power Propeller Permanent Magnet Synchronous Motor
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    Chapter 82 Wind Power Yaw Control Based on Time Series Kalman Filter
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    Chapter 83 Amesim Simulation Analysis of Throttle Speed Regulation Circuit
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    Chapter 84 Research on Control of Photovoltaic Grid Connected Inverter Based on Filter of LCL
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    Chapter 85 Development of Equipment for Cement Slurry
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    Chapter 86 A Novel Clock Randomization Method Against Side-channel Attack
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    Chapter 87 Reusable Description Method of Simulation Model for Joint Operation Scenario
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    Chapter 88 Simulation Research on Ship Fire Evacuation Based on Intelligent Cellular Automata
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    Chapter 89 Scalable Metric Meta-learning for Cross-domain Fault Diagnosis of Planetary Gearbox Using Few Samples
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    Chapter 90 An Improved Constraint Relationship-Based Joint Angle Measurement Method
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    Chapter 91 A New Encryption Scheme Based on RSA Encryption Algorithm and Chen Chaotic System
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    Chapter 92 An Improved Single Robot SLAM Algorithm Based on Particle Filter
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    Chapter 93 Boosting Machine Learning Algorithms with Grid-Search for Transport IoT Data Prediction
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    Chapter 94 Rail Defect Detection Method Based on Improved XGBoost
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    Chapter 95 Performance Analysis of a Cooperative Transmission Method in D2D Networks
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    Chapter 96 Simulation of the UV Radiation Penetration into Seawater
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    Chapter 97 A Bi-objective Optimal Scheme for 5G Base Station Deployment Based on BPSO
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    Chapter 98 Research of Data Compression Using Huffman Coding and Arithmetic Coding
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    Chapter 99 Design and Implementation of the Primitive Polynomial Search System in the Prime Number Field
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    Chapter 100 Research on a Trusted Delivery Process Model of Cloud Services
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    Chapter 101 A New Tooth Semantic Segmentation Algorithm of Orthodontics
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    Chapter 102 An Improved YOLOX with C_Focus Module and Spatial Attention Mechanism for Traffic Sign Detection
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    Chapter 103 SCAM-YOLOv5: Improved YOLOv5 Based on Spatial and Channel Attention Module
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    Chapter 104 A Leaf Recognition Algorithm Based on KNN Classifier
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    Chapter 105 Semantic Line Detection: A Survey
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    Chapter 106 An Application of Knowledge Graph for Enterprise Risk Prediction
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    Chapter 107 An Enterprise Risk Prediction Model Combined Financial Data and News Based on Memory Network
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    Chapter 108 A Study on Online Reservation Behavior of Hotel Catering Industry
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    Chapter 109 Research on the Automated Testing Framework for Android Applications
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    Chapter 110 Design and Implementation of a Security Baseline Check System for UOS
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    Chapter 111 Research on High Speed Vehicle Density Prediction Based on Combined Model
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    Chapter 112 A Query Intention Classification Method of e-commerce Platform Based on Support Vector Machine
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    Chapter 113 Case Report: Diagnostic Analysis of Meteorological Conditions Conducive to an Aircraft Icing in Chengdu, China
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    Chapter 114 A Collaborative Filtering Algorithm Integrating Balance Factor and Time Weight
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    Chapter 115 Research on Cross Target Center Location Algorithm Based on Edge Refinement Fitting Method
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    Chapter 116 Self-supervised Learning in Computer Vision: A Review
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    Chapter 117 Deep Q Network Applied in Trading Portfolio of Virtual Currencies
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    Chapter 118 College English Teaching Design Based on WE Learn Computer Platform
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    Chapter 119 Design of Automatic Control System for Indoor Lighting
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    Chapter 120 Collaborative Optimization Study of Order, Location and Route in Warehouse System
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    Chapter 121 Cloud and Network Resource Schedule Based on Hardware Acceleration
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    Chapter 122 CPU and Memory Resource Analysis of Kata and Runc Container
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    Chapter 123 Deep Learning Image Steganalysis Method Fused with CBAM
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    Chapter 124 Design and Implementation of Weibo Public Opinion Analysis System
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    Chapter 125 The Discounted Reward-Based UCB in MCTS
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    Chapter 126 Research on Improved Double RSA Algorithm Based on RSA
  128. Altmetric Badge
    Chapter 127 Design of Improved DES Algorithm Based on Double Plaintext
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    Chapter 128 Research on Concurrency Control in Database Systems
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    Chapter 129 The Design and Construction of Smart Classroom of the “Diplomatic Etiquette” Course
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    Chapter 130 Sign Language Recognition Based on Residual Network
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    Chapter 131 5G Deployment and Simulation Using Firecracker for Medical Application
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    Chapter 132 An Automatic Features Extraction Model of IDS for IOT
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    Chapter 133 A Network Intelligence Deployment Plan Towards 6G
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    Chapter 134 The Impact of Online Comments on Consumers’ Purchase Decision
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    Chapter 135 Research and Improvement of Blockchain DPoS Consensus Mechanism
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    Chapter 136 Text Sentiment Analysis Based on BERT-TextCNN-BILSTM
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    Chapter 137 Deep Q-Network Based Cloud Service Tasks Scheduling and Resource Allocation
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    Chapter 138 DTLF: Deep Transfer Learning for Website Fingerprinting
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    Chapter 139 Large System Analysis on Uplink Transmission of Backhaul-Aware UAV-Assisted Network
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    Chapter 140 The Study of Used Car Sales Cycle Under the Background of Big Data
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    Chapter 141 Multi-kernel Non-convex Optimized Weed Identification Method
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    Chapter 142 Decoding Feature Maps with Multi-scale Convolutional Kernels
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    Chapter 143 Traffic Signal Light Recognition Based on Transformer
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    Chapter 144 Variational Graph Autoencoders Method Based on Attentional Mechanisms for Overlapping Community Detection
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    Chapter 145 Research on Video Compression Algorithm Based on Deep Learning
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    Chapter 146 The Value Dimension and Realization Method of Network Ideological and Political Education in Colleges and Universities in the Era of Big Data
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    Chapter 147 Research and Application of Mathematical Knowledge Graph Based on Ontology Learning
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    Chapter 148 Research on DNS Encryption Technology
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    Chapter 149 Research on Personalized Product Recommendation Algorithm for User Implicit Behavior Feedback
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    Chapter 150 A Flexible and Configurable Combined Public Key Scheme
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    Chapter 151 A Review on Cockroach Swarm Optimization Algorithm
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    Chapter 152 Routing Deadlock Problem in Certain Orthogonal Switches and Its Solvent
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    Chapter 153 An Efficient Multi-keyword Searchable Attribute-Based Encryption Scheme
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    Chapter 154 Research on the Application of Artificial Intelligence in the Rehabilitation Training of Children with Speech Disorders
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    Chapter 155 Recent Graph Neural Networks: A Survey
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    Chapter 156 The Research on Network Function Virtualization Based Network Honeypot
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Title
Proceedings of the 12th International Conference on Computer Engineering and Networks
Published by
Springer Nature Singapore, October 2022
DOI 10.1007/978-981-19-6901-0
ISBNs
978-9-81-196900-3, 978-9-81-196901-0
Editors

Liu, Qi, Liu, Xiaodong, Cheng, Jieren, Shen, Tao, Tian, Yuan

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