
The 8th International Conference on Computer Engineering and Networks (CENet2018)
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Content
- Intro
- Preface
- Contents
- List of Contributors
- System Detection and Application
- An Implementation of NIC Controller Integrated with Security Protection Module
- Abstract
- 1 Introduction
- 2 Research Status at Home and Abroad
- 3 Detailed Design
- 3.1 State Detection and Misuse Intrusion Detection Technology
- 3.2 System Design
- 3.3 Design of Data Transmission Module
- 3.4 Design of Security Protection Module
- 4 Test and Verification
- 4.1 Test Verification Platform
- 4.2 Test Process and Result
- 5 Conclusion
- References
- Optimization and Security Implementation of ITUbee
- Abstract
- 1 Introduction
- 2 ITUbee Algorithm
- 3 Optimization and Implementation of ITUbee
- 3.1 Hardware Implementation of AES
- 3.2 Simulation Experiment
- 3.3 FPGA Implementation
- 4 Masking ITUbee Against Power Analysis Attack
- 5 Conclusions
- Acknowledgement
- References
- General Parallel Execution Model for Large Matrix Workloads
- Abstract
- 1 Introduction
- 2 Hadoop-Based Execution Engine
- 2.1 Matrix Blocking and Chunking
- 2.2 Physical Operators for Matrix Multiplication
- 3 Experiments
- 3.1 Experiment Settings and Use Cases
- 3.2 Impact of Different Choices and Parameters in the Job Plan Space
- 4 Conclusion
- Acknowledgement
- References
- The Improved Parallel Ray Casting Algorithm in Embedded Multi-core DSP System
- Abstract
- 1 Introduction
- 2 Ray Casting Algorithm
- 2.1 The Ray Casting Algorithm Flow
- 3 Bounding Volume Hierarchy
- 4 Hardware Acceleration of Multi-core DSP
- 4.1 Cache Optimization
- 4.2 Parallel Processing in Multi-core DSP
- 5 The Experimental Results and Analysis
- 6 Conclusion
- References
- Measurement of Electric Field Due to Lightning Radiation
- Abstract
- 1 Introduction
- 2 Basic Theory of Antenna System
- 3 Instrumentation
- 4 Results and Discussion
- 5 Conclusion
- Acknowledgements
- References
- Research on Variable-Lane Control Method on Urban Road
- Abstract
- 1 Introduction
- 2 Network Optimization
- 3 Solving Algorithm
- 4 Verify
- 5 Conclusion
- Acknowledgment
- References
- Detecting Hot Spots Using the Data Field Method
- Abstract
- 1 Introduction
- 2 Related Works
- 3 Hot Spots Detection Methods Using the Data Field
- 3.1 The Description Method of the Hot Spots
- 3.2 The Hot Spot Detection Algorithm
- 4 Experimental Results
- 5 Conclusions
- Acknowledgement
- References
- Denoising SOM: An Improved Fault Diagnosis Method for Quantum Power Communication Network
- Abstract
- 1 Introduction
- 2 Related Works
- 3 Denoising SOM Algorithm
- 3.1 The Model of Denoising SOM
- 3.2 A New Neighborhood Function
- 3.3 The Overall Flow of Denoising SOM Algorithm
- 4 Using Denoising SOM for Fault Diagnosis Experiments
- 4.1 Multi-source Fault Diagnosis Comparison Experiment
- 4.2 The Relationship Between the Number of Cascades and Accuracy of Fault Diagnosis
- 5 Conclusions
- Acknowledgement
- References
- The Assessment Method of Network Security Situation Based on Improved BP Neural Network
- Abstract
- 1 Introduction
- 2 Related Works
- 3 Network Security Situation Assessment Method Based on Improved CS-BPNN
- 3.1 Standard BP Neural Network
- 3.2 Improved Algorithm of BP Neural Network
- 3.3 Evaluation Process Based on Improved CS-BPNN Algorithm
- 4 Simulation
- 4.1 Experimental Environment and Parameters Setting
- 4.2 Experimental Results and Analysis
- 5 Conclusion
- References
- Research on Reconstruction Method of Random Missing Sensor Data Based on Fuzzy Logic Theory
- Abstract
- 1 Introduction
- 2 Spatial Correlation of Sensor Nodes
- 3 Random Missing Data Reconstruction Based on Fuzzy Theory
- 3.1 Overall Framework of the Reconstruction Method
- 3.2 Calculation of Fuzzy Coefficient
- 3.3 Calculation of Similarity Coefficient
- 3.4 Calculation of Correlation Coefficient
- 3.5 Implementation of Reconstruction Algorithm
- 4 Experiment and Result Analysis
- 4.1 Experimental Data Set
- 4.2 Results and Analysis
- 5 Conclusion
- Acknowledgement
- References
- Power Quality Disturbances Detection Based on EMD
- Abstract
- 1 Introduction
- 2 EMD
- 3 HHT
- 4 Experiments and Analysis
- 4.1 Experimental Analysis of Single Disturbances
- 4.2 Experimental Analysis of Complex Disturbance
- 5 Conclusion
- Acknowledgement
- References
- A Fault Injection Method for Resilient Information Service Cloud Environment Based on Association Model
- Abstract
- 1 Introduction
- 2 Related Research
- 3 The Description Model of Fault Injection
- 3.1 The Concept of Resilience Information Service Cloud Environment
- 3.2 The Fault Categories
- 3.3 The Fault Injection Description Model
- 4 Fault Injection Method Based on "Task-Resource-Fault" Correlation Model
- 4.1 Task-Resource Association Model
- 4.2 The "Resource-Fault" Association Model
- 5 Conclusion
- References
- Task Scheduling of GPU Cluster for Large-Scale Data Process with Temperature Constraint
- Abstract
- 1 Introduction
- 2 Related Works
- 3 Scheduling Model
- 3.1 Scheduling Index
- 3.2 Scheduling State Matrix
- 3.3 Scheduling Model
- 3.4 Model Parameters
- 4 Experiment and Analysis
- 4.1 Effect of Temperature Control
- 4.2 Job Throughout of Scheduling Model
- 5 Conclusion
- Acknowledgement
- References
- A Proactive Heuristic for Task-Resource Allocation with Resource Uncertainty
- Abstract
- 1 Introduction
- 2 Mathematical Description of the Problem
- 3 Resource Buffering Scheduling Heuristic
- 3.1 Resource Buffering Algorithm
- 3.2 Schedule Generation Algorithm
- 4 Case Study
- 4.1 Test Scenario
- 4.2 Experiments Results
- 5 Conclusion
- References
- Integrating Latent Feature Model and Kernel Function for Link Prediction in Bipartite Networks
- Abstract
- 1 Introduction
- 2 Methods
- 2.1 Overview Notation
- 2.2 Kernel-based Latent Feature Models (KLFM)
- 3 Experiment
- 3.1 Datasets
- 3.2 Comparison Algorithms
- 3.3 Evaluation Metric
- 3.4 Analysis on the Experimental Results
- 4 Conclusion
- Acknowledgment
- References
- Study on Dynamic Wheel/Rail Interaction Caused by Polygonal Wheels
- Abstract
- 1 Introduction
- 2 Dynamic Finite Element Model of Polygonal Wheel
- 2.1 Finite Element Model
- 2.2 The Passing Speed
- 2.3 Parallel Computing
- 3 Calculation Result Analysis
- 3.1 Vertical Contact Force
- 3.2 Longitudinal Contact Force
- 4 Conclusion
- Acknowledgement
- References
- Sea Land Air Selabot Swarm Design Considerations
- Abstract
- 1 Introduction
- 2 Feasibility Analysis
- 3 Software and Hardware Design
- 4 Market Research and Conclusion
- Acknowledgments
- References
- TDOA Time Delay Estimation Algorithm Based on Cubic Spline Interpolation
- Abstract
- 1 Introduction
- 2 Principle of Generalized Cross-Correlation
- 2.1 TDOA Signal Model
- 2.2 Generalized Cross-Correlation
- 3 Principle of Cubic Spline Interpolation
- 4 Experiments and Analysis
- 4.1 Experimental Equipment and Experimental Design
- 4.2 Experimental Results and Analysis
- 4.3 Comparison of Two Algorithm
- 5 Conclusions
- Acknowledgement
- References
- Modeling and Simulation of Self-organized Criticality of Intelligent Optical Network Based on Sand Pile Model
- Abstract
- 1 Introduction
- 2 Sand Model Parameters Mapping of Intelligent Optical Network
- 3 Analysis of Evolution Rules Based on Sand Pile Model
- 4 Parametric Analysis
- 4.1 The Process of "Sand Avalanche" in Simulated Sand Pile Model
- 4.2 Optical Network Load Threshold Calculation
- 5 Computer Simulation Test
- 6 Conclusion
- Acknowledgement
- References
- Incentive Cooperation Enforcement Based on Overlapping Coalition Formation Game Framework for Ad Hoc Networks
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Overlapping Coalition Formation Game
- 4 Simulation Results
- 5 Conclusions
- Acknowledgement
- References
- Research on Simulation System for Ship Transport Operation Based on HLA
- Abstract
- 1 Introduction
- 2 Design of Simulation System
- 2.1 The Information Interaction Between Nodes
- 2.2 Application Framework
- 3 Node Control Mechanism
- 4 Performance Test of Time
- 5 Simulation Tests
- 5.1 Simulation Experiment
- 5.2 Analysis of Test Data
- 6 Conclusion
- References
- Research and Design of Mobile Storage Monitoring Based on File Filter Driver
- Abstract
- 1 Introduction
- 2 Primaliary Knowledge
- 2.1 Volume Control Technology of Mobile Storage
- 2.2 Windows File System and Related Components
- 2.3 Principles of File Filter Driver
- 3 Design of Mobile Storage Monitoring Based on File Filter Driver
- 3.1 Attach to Target Device Object
- 3.2 Intercept "Create or Open" Request
- 3.3 Complete Routine
- 3.4 Relieve from the Target Device Object
- 4 Comparison and Analysis
- 5 Conclusion
- References
- Research on Multistage Forwarding of Media Stream
- Abstract
- 1 Introduction
- 2 Key Technology of Multilevel Forwarding
- 2.1 Management Mode Based on Monitoring Domain
- 2.2 Media Stream Acquisition
- 2.3 Implementation of Multilevel for Warding Technology
- 3 Performance Analysis
- 3.1 User Maximum Concurrency Test
- 3.2 Video Resource Viewing Test
- 3.3 Application of Results
- 4 Conclusion
- Acknowledgement
- References
- Dynamic Hybrid Timing Switching and Power Splitting SWIPT for Multi-hop AF Relaying Systems
- Abstract
- 1 Introduction
- 2 System Model and Derivations
- 3 Numerical Results and Discussion
- 4 Conclusion
- Acknowledgement
- References
- A Data Acquisition and Processing Scheme Based on Edge Calculation
- Abstract
- 1 Introduction
- 2 A Data Acquisition and Application Framework Based on Environmental Intelligence
- 3 Design of a Data Acquisition and Processing Scheme Based on Edge Computing
- 3.1 Sensing Data Acquisition
- 3.2 Smart Gateway Data Preprocessing
- 4 Solution Implementation and Testing
- 4.1 Solution Implementation
- 4.2 Test Analysis
- 5 Conclusion
- Acknowledgement
- References
- Research on Controllability in Failure-Recovery Process of Dynamic Networks
- Abstract
- 1 Introduction
- 2 The Failure-Recovery Process of Dynamic Network
- 2.1 Spontaneous Failure-Recovery Model
- 2.2 Improved Spontaneous Failure-Recovery Model
- 3 Numerical Simulation and Analysis
- 3.1 Spontaneous Failure-Recovery Model
- 3.2 Improved Spontaneous Failure-Recovery Model
- 4 Conclusion
- Acknowledgement
- References
- Machine Learning and Application
- Learning High Level Features with Deep Neural Network for Click Prediction in Search and Real-Time Bidding Advertising
- Abstract
- 1 Introduction
- 2 Method
- 2.1 Basic Features
- 2.2 Deep Network for High Level Feature
- 3 Dataset
- 4 Experiments
- 4.1 Select Useful Features
- 4.2 Estimate CTR
- 5 Conclusion
- References
- Research on Influence of Image Preprocessing on Handwritten Number Recognition Accuracy
- Abstract
- 1 Introduction
- 2 Image Preprocessing
- 2.1 Character Segmentation
- 2.2 Tilt Correction
- 2.3 Offset Correction
- 2.4 Size Normalization
- 2.5 Image Thinning
- 3 Result and Conclusion
- References
- Generative Information Hiding Method Based on Adversarial Networks
- Abstract
- 1 Introduction
- 2 The Basic Theory of AC-GANs
- 3 The Proposed Steganography Framework
- 3.1 Word Segmentation Dictionary and Database Construction
- 3.2 The Stego-ACGANs Model Design
- 3.3 Hiding and Extracting Algorithms
- 4 Experiments
- 4.1 Checking the Convergence of the Model
- 4.2 Checking the Generated Image
- 4.3 Checking Model Information Extraction
- 5 Discussion
- 5.1 Security Analysis
- 5.2 Capacity Analysis
- 6 Conclusions and Future Work
- References
- Computer Image Processing Technology Based on Quantum Algorithm
- Abstract
- 1 Introduction
- 2 State of the Art
- 3 Methodology
- 3.1 Quantum Image Storage Model
- 3.2 Quantum Image Preprocessing
- 3.3 Quantum Image Classification
- 4 Results and Discussion
- 5 Conclusion
- References
- The Cross-Language Query Expansion Algorithm Based on Hybrid Clustering
- Abstract
- 1 Introduction
- 2 HPH-CLQE Algorithm
- 2.1 Related Definition
- 2.2 Basic Thoughts of HPH-CLQE Algorithm
- 2.3 Description of HPH-CLQE Algorithm
- 3 The Cross-Language Query Expansion Based on Hybrid Clustering
- 3.1 Basic Thoughts of Cross-Language Query Expansion Based on Hybrid Clustering
- 3.2 Cross-Language Query Expansion Algorithm Based on Hybrid Clustering
- 4 Experiment and Results Analysis
- 4.1 Experimental Data and Pre-treatment
- 4.2 Experimental Evaluation Index and Standard Algorithms
- 4.3 Experimental Result and Analysis
- 5 Conclusion
- Acknowledgement
- References
- Layer Clustering-Enhanced Stochastic Block Model for Community Detection in Multiplex Networks
- Abstract
- 1 Introduction
- 2 Methods
- 2.1 Multiplex Network Community Detection in the First Stage
- 2.2 Network Layers Clustering in the Second Stage
- 2.3 Optimization Algorithm
- 3 Results
- 3.1 Artificial Datasets Example
- 3.2 Roethlisberger and Dickson Bank Wiring Room Dataset
- 3.3 A Multiplex Social Network Dataset CS-AARHUS
- 4 Discussion
- Acknowledgement
- References
- Clustering Ensemble for Categorical Geological Text Based on Diversity and Quality
- Abstract
- 1 Introduction
- 2 Related Works
- 3 Proposed Clustering Ensemble Approach Based on Diversity and Quality
- 3.1 Clustering Ensemble
- 3.2 Generating Clustering Members
- 3.3 Clustering Analysis for Geological Text
- 4 Experiments
- 4.1 Data Sets
- 4.2 Experimental Evaluation
- 4.3 Experimental Results
- 5 Conclusion
- Acknowledgement
- References
- Research on Cold-Start Problem in User Based Collaborative Filtering Algorithm
- Abstract
- 1 Introduction
- 2 Relevant Concepts
- 2.1 Traditional Collaborative Filtering Algorithm
- 2.2 Item Attribute
- 2.3 User Characteristic
- 3 Design and Description of the Algorithm
- 3.1 Algorithm Design
- 3.2 Algorithm Description
- 4 Experiments
- 4.1 Evaluation Metrics
- 4.2 Experimental Results
- 5 Conclusion
- References
- Behavior Similarity Awared Abnormal Service Identification Mechanism
- Abstract
- 1 Introduction
- 2 Measurement Factors of Service Behavior Similarity
- 3 Behavior Similarity Formula
- 3.1 Discretization of Difference of Flow Volume
- 3.2 Difference in Proportion of Behaviors with Correlation
- 3.3 Behavior Similarity Formula
- 4 k-Similarity Clustering Algorithm
- 4.1 Selection Process of Initial Centroids
- 4.2 Clustering Process of Sample Points
- 5 Experiment Analysis
- 5.1 Feasibility Analysis of Behavior Similarity Formula
- 5.2 Feasibility Analysis of K-Similarity Algorithm
- 6 Conclusion
- Acknowledgment
- References
- An Energy-Balancing Based Clustering Method in Sensor Networks for IoT Sensing and Monitoring
- Abstract
- 1 Introduction
- 2 Energy Model
- 3 Algorithm Description
- 3.1 Algorithm Analysis
- 3.2 Algorithmic Process
- 4 Simulation Analysis
- 4.1 Simulation Parameters Settings
- 4.2 Simulation Results
- 5 Conclusion
- Acknowledgement
- References
- MOPSO-Based Research on Manufacturing Process Optimization in Process Industry
- Abstract
- 1 Introduction
- 2 Multi-Objective Particle Swarm Optimization Algorithm
- 3 Manufacturing Process Description of the Process Industry
- 4 Optimization Based on MOPSO Algorithm
- 4.1 The Establishment of Mathematical Model
- 4.2 The Specific Implementation of the Optimization Algorithm
- 4.3 Analysis of Optimization Results
- 5 Conclusion
- Acknowledgments
- References
- A Model for Job-Shop Scheduling Based on NN-PSO Technique
- Abstract
- 1 Introduction
- 2 Methodology
- 2.1 NN Modeling
- 2.2 Training of NN-Particle Swarm Optimization Algorithm
- 3 NN-PSO Technique
- 4 Experimental Results and Discussion
- 5 Conclusions
- Acknowledgments
- References
- An Improved ORB Image Matching Algorithm Based on Compressed Sensing
- Abstract
- 1 Introduction
- 2 Theory of Compressed Sensing
- 3 ORB Algorithm
- 3.1 ORB Feature Detection
- 3.2 ORB Feature Description
- 3.3 Image Matching Strategy
- 4 Improved ORB Algorithm Based on Compressed Sensing
- 5 Simulation
- 6 Conclusion
- Acknowledgement
- References
- Crime Prediction Using Data Mining and Machine Learning
- Abstract
- 1 Introduction
- 2 Data Mining and Machine Learning Algorithms
- 2.1 Data Mining
- 2.2 Machine Learning
- 2.3 Algorithms Selected for Analysis
- 3 Crime Classification in YD County
- 3.1 Description of the Problem
- 3.2 Dataset Analysis
- 4 Results
- 4.1 Modeling Based on Machine Learning Algorithm
- 4.2 Relation Between Sex (or Gender), Ethnic, Age, Education and Crime
- 4.3 The Conditional Probability Table for Bayesian Networks
- 4.4 The Comparison of Result for Random Trees, Neural Networks and Bayesian Networks
- 5 Conclusions and Future Development
- Acknowledgements
- References
- Improve Link Prediction Accuracy with Node Attribute Similarities
- Abstract
- 1 Introduction
- 2 Related Work
- 2.1 Supervised Link Prediction
- 2.2 Temporal Link Prediction
- 3 Proposed Approach
- 3.1 Notation Representations
- 3.2 The Approach
- 3.3 Feature Set
- 3.4 Forecast Model
- 4 Experiments
- 4.1 Dataset
- 4.2 Experiments and Analysis
- 5 Conclusions
- Acknowledgement
- References
- Web Services Tagging Method Based on Weighted Textual Matrix Factorization
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Architecture
- 3.1 Preprocessing
- 3.2 TF-IDF Model
- 3.3 WTMF Model
- 4 Experiments
- 4.1 Metrics
- 4.2 Comparison and Analysis
- 5 Conclusion
- Acknowledgement
- References
- Soft Frequency Reuse of Joint LTE and eMTC Based on Improved Genetic Algorithm
- Abstract
- 1 Introduction
- 2 System Model
- 3 Improved Genetic Algorithm
- 3.1 Dynamic Programming
- 3.2 Genetic Algorithm
- 4 Simulations
- 5 Conclusion
- Acknowledgement
- References
- Mobile Internet Application Classification Based on Machine Learning
- Abstract
- 1 Introduction
- 2 Related Work
- 2.1 DPI Technology
- 2.2 Traffic Classification Technology Based on Machine Learning
- 3 Machine Learning Algorithms
- 3.1 Traffic Classification Based on the Decision Tree Algorithm
- 3.2 Traffic Classification Based on Support Vector Machine Algorithm
- 4 Experiment Scheme and Results
- 4.1 Data Acquisition and Tool Selection
- 4.2 Feature Selection
- 4.3 Evaluation Model
- 4.4 Classification Model
- 5 Conclusions
- References
- A Local Feature Curve Extraction Algorithm for Dongba Hieroglyphs
- Abstract
- 1 Dongba Hieroglyph and Their Features
- 2 Feature Extraction and Simplification of Dongba Hieroglyphs
- 3 Extraction of Local Feature Curve of Dongba Hieroglyphs
- 3.1 Segmentation of Feature Curves
- 3.2 The Mergence of Local Feature Curves
- 3.3 Combination of Feature Curves of the Same Type
- 4 Experiment
- 5 Conclusion
- Acknowledgement
- References
- Adaptive Learning for Correlation Filter Object Tracking
- Abstract
- 1 Introduction
- 2 Spatial Domain Correlation Tracking
- 3 Correlation Filter Tracking
- 3.1 Cyclic Matrix
- 3.2 Object Tracking Based on Correlation Filter
- 3.3 On Line Learning of Filter H
- 4 Experiment Result and Analysis
- 5 Conclusion
- References
- Face Recognition Algorithm Based on Nonlinear Principal Component Feature Extraction Neural Network
- Abstract
- 1 Introduction
- 2 Face Recognition Model
- 2.1 Face Feature Extraction Method Based on PCA
- 2.2 Neural Network Algorithm Based on Nonlinear Principal Component Analysis
- 3 Result
- 4 Conclusion
- Acknowledgment
- References
- A Weld Seam Dataset and Automatic Detection of Welding Defects Using Convolutional Neural Network
- Abstract
- 1 Introduction
- 2 Convolutional Neural Network
- 2.1 Convolution Layer
- 2.2 Max Pooling Layer
- 2.3 Fully Connect Layer
- 2.4 Model
- 3 Experiment
- 3.1 The X-Ray Image Set
- 3.2 Pre-processing of the Images
- 3.3 Training and Testing
- 4 Conclusions
- Acknowledgement
- References
- Prediction Model of Wavelet Neural Network for Hybrid Storage System
- Abstract
- 1 Introduction
- 2 The Prediction Model
- 2.1 The Features of Input Vector
- 2.2 The Hot Degree of Model
- 2.3 The Structure of Prediction Model
- 2.4 The Training of Model
- 3 Experiment and Analysis
- 3.1 Performance Analysis
- 3.2 Comparison of Prediction Accuracy
- 4 Conclusion
- Acknowledgement
- References
- Particle Swarm Optimization Algorithm Based on Graph Knowledge Transfer for Geometric Constraint Solving
- Abstract
- 1 Introduction
- 2 Basic Particle Swarm Optimization Algorithm
- 2.1 Basic Principle
- 2.2 Mathematical Model of PSO
- 3 PSO Algorithm Based on Graph Knowledge Transfer
- 3.1 Parameter Analysis of PSO Algorithm
- 3.2 Adjacent Transfer Matrix
- 3.3 Extended Model Transfer Graph
- 3.4 Parameter Optimization
- 3.5 Algorithm Description
- 4 Application Instance of Geometric Constraint Solving
- 5 Conclusions
- Acknowledgement
- References
- Image-Based Human Protein Subcellular Location Prediction Using Local Tetra Patterns Descriptor
- Abstract
- 1 Introduction
- 2 Materials and Methods
- 2.1 Benchmark Datasets Preparation
- 2.2 Image Pre-preprocessing and Extraction of Global Feature
- 2.3 Difference Between LBP and CLBP
- 2.4 Chain Multi-label Classification
- 3 Experimental Results
- 3.1 Comparison SDA Selection Results for Different Local Features
- 3.2 Classification Results Based on Feature Level Fusing
- 4 Conclusion
- Acknowledgements
- References
- Information Analysis and Application
- Social Book Recommendation Algorithm Based on Improved Collaborative Filtering
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Social Book Recommendation Algorithm Based on Improved Collaborative Filtering
- 3.1 Related Definitions and Techniques
- 3.2 Social Book Recommendation Algorithm Based on Improved Collaborative Filtering
- 4 Experiment and Analysis
- 4.1 Dataset
- 4.2 Experimental Evaluation
- 4.3 Experimental Results and Discussion
- 5 Conclusions
- Acknowledgement
- References
- Design and Realization of 3D Virtual Campus Roaming System Based on Unity3D
- Abstract
- 1 Introduction
- 2 Design of 3D Virtual Campus Roaming System
- 3 Realization of 3D Virtual Campus Roaming System
- 3.1 Capture Textures for 3D Models
- 3.2 Import 3D Models
- 3.3 Create Campus Terrain
- 3.4 Realization of Role-Based Control
- 3.5 Collision Detection and Little Navigation Map
- 4 Results of 3D Virtual Campus Roaming System
- 5 Conclusion
- Acknowledgement
- References
- Chinese Information Retrieval System Based on Vector Space Model
- Abstract
- 1 Introduction
- 2 Chinese Information Retrieval System Based on Vector Space Model
- 2.1 System Architecture Design
- 2.2 Data Acquisition Module
- 2.3 Internet Worm System Flow
- 2.4 Text Extraction Method
- 2.5 Chinese Word Segmentation Module
- 2.6 Dictionary Construction
- 2.7 Bi-directional Matching Strategy Presented by This Paper
- 2.8 Feature Item Extraction
- 2.9 Retrieval Module Construction
- 3 Experimental Result
- 4 Conclusion
- References
- Adjustment and Correction Demarcation Points in Dongba Hieroglyphic Feature Curves Segmentation
- Abstract
- 1 Introduction
- 2 Extraction and Simplification of Dongba Feature Curve
- 3 Selection and Adjustment of Demarcation Points
- 4 Adjustment and Correction Demarcation Point
- 5 Experiments
- 6 Conclusions
- Acknowledgements
- References
- The Hot Spots Components from Drawings of Subway Using Template Matching
- Abstract
- 1 Introduction
- 2 The Hot Spots Components Recognition Model
- 2.1 Layout Algorithm
- 2.2 Text Extraction Algorithm
- 2.3 Word Recognition Algorithm
- 3 Result
- 4 Conclusion
- Acknowledgment
- References
- QoS-PN Ontology Model for Service Selection
- Abstract
- 1 Introduction
- 2 Design of QoS-PN
- 2.1 The Advantage of QoS-PN
- 2.2 QoS Configuration Layer
- 2.3 QoS Attribute Layer
- 2.4 QoS Metric Layer
- 3 Experiment and Implementation
- 3.1 Example Application
- 3.2 Case Study
- 4 Conclusion
- A Research About a Conflict-Capture Method in Software Evolution
- Abstract
- 1 Introduction
- 2 Related Work
- 2.1 Resources Management Pattern
- 2.2 Bernstein's Condition
- 3 Definitions
- 4 The Conflict-Capture Method
- 4.1 The Conflict-Capture Method
- 5 Conclusion
- Acknowledgement
- References
- A Technique to Predict Software Change Propagation
- Abstract
- 1 Introduction
- 2 Outline of the Method
- 3 Change Propagation Analysis
- 3.1 Mutual Relations Between Classes
- 3.2 Change Propagation Model
- 3.3 Change Propagation Analysis and Results
- 4 Conclusion
- References
- An Improved Cyclostationary Feature Detection Algorithm
- Abstract
- 1 Introduction
- 2 Cyclostationary Feature Detection Algorithm
- 2.1 Principles of the Algorithm
- 2.2 Design of Test Statistics
- 3 Simplified Cyclic Spectrum Calculated
- 3.1 Simplified Spectral Correlation Function
- 3.2 Simplification of Test Statistics
- 4 The Simulation Results Analysis
- 5 Conclusion
- Acknowledgement
- References
- Chinese News Keyword Extraction Algorithm Based on TextRank and Word-Sentence Collaboration
- Abstract
- 1 Introduction
- 2 Related Works
- 3 The Algorithm Description
- 3.1 Text Preprocess
- 3.2 Diffusion of Candidate Words
- 3.3 Intermediate Scores of Candidate Words
- 3.4 Correlation Between Sentences Using BM25
- 3.5 Final Scores of Candidate Words Using Word-Sentence Collaboration
- 4 Experiments and Results
- 4.1 Corpus and Evaluation
- 4.2 Results
- 5 Conclusion
- References
- A New Balanced Greedy Snake Algorithm
- Abstract
- 1 Introduction
- 2 Balanced Greedy Snake Algorithm
- 2.1 Description on Balanced Greedy Snake Algorithm
- 2.2 Flow Chart on Description of BGSA
- 3 Process on Concave Region
- 4 Simulation Experiment
- 5 Conclusion
- Acknowledgement
- References
- Predicting Drug-Target on Heterogeneous Network with Co-rank
- Abstract
- 1 Introduction
- 2 Methods
- 2.1 The Drug-Target Bipartite Graph Heterogeneous Network Model
- 2.2 Co-rank on the Drug-Target Bipartite Graph Heterogeneous Network Based on RWR
- 3 Experiments and Results
- 3.1 Datasets
- 3.2 Test of Parameters on the Co-rank
- 3.3 Results
- 4 Conclusions and Discussion
- Acknowledgement
- References
- A Collaborative Filtering Algorithm for Hierarchical Filtering of Neighbors Based on Users' Interest
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Improved Collaborative Filtering Algorithm
- 3.1 Calculate Interest Similarity with Integrate Interest of Coincidence
- 3.2 Person Similarity Calculation of Integrate Time Factor
- 3.3 Rating Prediction Based on Synthesize Similarity
- 3.4 Hierarchical Filtering Neighbor Collaborative Filtering Algorithm
- 4 Experimental Results and Analysis
- 4.1 Data Set and Evaluation Criterion
- 4.2 Experimental Results
- 5 Conclusion
- References
- An Improved Algorithm for Dense Object Detection Based on YOLO
- Abstract
- 1 Introduction
- 2 Related Work
- 3 YOLO Network Structure
- 4 Improved Approach
- 4.1 Confidence Adjustment
- 4.2 Dynamic Threshold Design
- 5 Experiments
- 5.1 Training
- 5.2 Results
- 6 Conclusion
- References
- User Identity Linkage Across Social Networks
- Abstract
- 1 Introduction
- 2 Feature Extraction Method
- 2.1 Feature Extraction of Username
- 2.2 Feature Extraction of Location
- 2.3 Feature Extraction of Personal Description
- 2.4 Feature Extraction of Avatar
- 2.5 Feature Extraction of Relation
- 3 User Identity Linkage Model
- 4 Experiment and Results
- 4.1 Dataset
- 4.2 Experimental Results
- 5 Conclusion
- Acknowledgement
- References
- Research and Improvement of TF-IDF Algorithm Based on Information Theory
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Improved Algorithms TFIDF-BOIT
- 3.1 Weight Model Based on Information Entropy
- 3.2 Differential Distribution Weight Model
- 4 Experimental Results and Analysis
- 5 Conclusion
- References
- A Method for Measuring Popularity of Popular Events in Social Networks Using Swarm Intelligence
- Abstract
- 1 Introduction
- 2 Related Work
- 3 The Method to Measure the Popularity of Social Events
- 3.1 Definition of Popular Events
- 3.2 Interaction Graph
- 3.3 The Sequence of Indicators
- 3.4 The Method of Measuring Popularity
- 4 Experiments
- 4.1 Data Set
- 4.2 The Result of the Popularity of the Popular Event
- 5 Conclusions
- Acknowledgement
- References
- Personalized Recommendation Leveraging Social Relationship
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Problem Definition
- 4 The Recommendation Algorithm Based on SBPR
- 4.1 Optimization Criterion
- 4.2 Model Learning
- 5 Experiment
- 6 Conclusion and Future Work
- Acknowledgement
- References
- A Method Based on Improved Cuckoo Search for On-Site Operation and Maintenance Work Order Distribution in Power Communication Network
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Characteristic Analysis Model of Work Order Distribution
- 3.1 Factors of Work Order Distribution
- 3.2 Process of Work Order Distribution
- 3.3 Constraints of Work Order Distribution
- 3.4 Optimization Goals of Work Order Distribution
- 4 Work Order Distribution Algorithm Based on Improved Cuckoo Search
- 5 Simulation
- 6 Conclusion
- Acknowledgement
- References
- Publication Topic Selection Algorithm Based on Association Analysis
- Abstract
- 1 Introduction
- 2 Data and Information Collection
- 3 Recommended Algorithm
- 4 Analysis of Experimental Results
- 5 Conclusion
- Acknowledgement
- References
- Gait Recognition on Features Fusion Using Kinect
- Abstract
- 1 Introduction
- 2 Features Fusion
- 2.1 Kinect and Gait Cycle
- 2.2 Features
- 3 Fusion Classifier
- 4 Experiments and Results
- 5 Conclusion
- Acknowledgement
- References
- Automatic Retrieval of Water Chlorophyll-A Concentration Based on Push Broom Images
- Abstract
- 1 Introduction
- 2 System Structure Design
- 3 System Key Technologies
- 3.1 Use of GPS/INS Data
- 3.2 FLAASH Interface and Parameters Setting
- 4 Conclusion
- Acknowledgement
- References
- Hybrid Theme Crawler Based on Links and Semantics
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Problem Formulation
- 3.1 Semantic Similarity Calculation
- 3.2 Theme Crawler Based on Link Structure and Semantics
- 4 Experimental Results and Analysis
- 5 Conclusion
- References
- Network Traffic Forecasting Using IFA-LSTM
- Abstract
- 1 Introduction
- 2 Firefly Algorithm and Improvement
- 2.1 Basic Firefly Algorithm
- 2.2 Improved Firefly Algorithm
- 3 Network Traffic Forecast Model
- 4 Experiments and Results Evaluations
- 4.1 IFA Performance Evaluation
- 4.2 IFA-LSTM Performance Evaluation
- 5 Conclusion
- Acknowledgment
- References
- Communication Analysis and Application
- Unified Management Platform of Quantum and Classical Keys in Power Communication System
- Abstract
- 1 Introduction
- 2 Preliminaries
- 2.1 Quantum Computation
- 2.2 Classic Key Management in Power Communication System
- 3 The Unified Management Platform of Quantum and Classical Keys in Power Communication System
- 3.1 Power Vertical Encryption & Authentication Gateway
- 3.2 Classic Encryption Device
- 3.3 Quantum QKD Device
- 3.4 Unified Key Management Center
- 4 Discussion and Conclusion
- Acknowledgement
- References
- Design of Signal-Oriented Automatic Test System Software Based on Flowchart
- Abstract
- 1 Introduction
- 2 Structure of ATS Software
- 3 Test Resource Modeling
- 3.1 Device Model
- 3.2 Adaptor Model
- 3.3 Configuration Model
- 3.4 Instrument Driver Model
- 4 Test Sequence Module
- 4.1 Paradigm of TPS Flowchart
- 4.2 Design of TPS Engine
- 5 Run-Time Service Module
- 5.1 Parsing and Execution of TPS Flowchart
- 5.2 Design of Resource Mapping Module
- 5.3 Design of Signal Path Routing Module
- 6 Evaluation
- 7 Conclusion
- References
- A Low Voltage Power Line Model for Broadband Communication
- Abstract
- 1 Introduction
- 2 Description of Cable Model
- 2.1 Analysis of Model Parameters Based on Transmission Line Theory
- 2.2 Model Parameter Measurement Based on S Parameters
- 3 Characteristic of Distribution Parameter
- 3.1 Per-Unit-Length Resistance and Inductance
- 3.2 Per-Unit-Length Capacitance and Conductance
- 4 Solution of Cable Model
- 4.1 Calculation of Conductance and Capacitance in Combination with Open Impedance
- 4.2 Open-Circuit Impedance Calculation and Analysis
- 5 Verification of the Model
- 6 Conclusion
- Acknowledgement
- References
- Research on the MAC Layer Performance of Wireless and Power Line Parallel Communication
- Abstract
- 1 Introduction
- 2 The 1901 MAC Mechanism
- 3 An Modified CSMA/CA Mechanism for Power Line and Wireless Parallel Communication
- 4 Performance Evaluations
- 5 Conclusion
- Acknowledgement
- References
- An Automatic Discovery Method Based on SNMP and C4.5 in Cross-Regional Interconnected Power System
- Abstract
- 1 Introduction
- 2 Preliminary Knowledge
- 2.1 SNMP
- 2.2 C4.5
- 3 Automatic Discovery Method Based on SNMP and C4.5 in Cross-Regional Interconnected Power System
- 3.1 SNMP Data Acquisition
- 3.2 Inter-regional Interconnection Prediction
- 4 Experiment and Analysis
- 4.1 Efficiency Analysis
- 4.2 Accuracy Analysis
- 5 Conclusion
- Acknowledgement
- References
- End-to-End Network Fault Recovery Mechanism for Power IoT
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Resource Allocation Model for Fault Recovery
- 4 Problem Model
- 5 Algorithm Design
- 6 Simulation and Result Analysis
- 7 Conclusion
- Acknowledgment
- References
- Cross-Domain Virtual Network Resource Allocation Mechanism for IoT in Smart Grid
- Abstract
- 1 Introduction
- 2 Problem Model
- 3 Virtual Network Mapping Mechanism Based on Particle Swarm
- 4 Simulation Results and Analysis
- 5 Summary
- Acknowledgment
- References
- Maintenance Scheduling Algorithm Based on Big Data for Power Communication Transmission Network
- Abstract
- 1 Background
- 2 Problem Description
- 3 Algorithm
- 4 Experimental Results
- 5 Conclusion
- Acknowledgement
- References
- Reliability Oriented Probe Deployment Strategy for Power Cellular Internet of Things
- Abstract
- 1 Introduction
- 2 Probe Deployment Model for Power Cellular IoT Networks
- 3 Solutions for the Model
- 3.1 Problem Translation
- 3.2 Maximum Weighted Vertex Set Solving
- 4 Simulation and Evaluation
- 4.1 Simulation Parameter Settings
- 4.2 Analysis of Simulation Results
- 5 Conclusion
- Acknowledgement
- References
- Quality Evaluation System of Electric Power Backbone Optical Transport Network
- Abstract
- 1 Introduction
- 2 The Evaluation Model of Quality System
- 3 The Evaluation Algorithm of Quality System
- 3.1 Determine the Evaluation Matrix and the Index Weight Vector
- 3.2 Constructing Weighted Normalized Evaluation Matrix Z
- 3.3 Determine Ideal Samples and Negative Ideal Samples
- 3.4 Calculate the Relative Proximity
- 3.5 The Accuracy of Evaluation Model
- 4 Numerical Results and Analysis
- 5 Conclusion
- Acknowledgement
- References
- Indoor-Outdoor Wireless Caching Relay System for Power Transformation Station in Smart Grid
- Abstract
- 1 Introduction
- 1.1 Indoor-Outdoor Relay System
- 1.2 Related Work
- 2 Indoor-Outdoor Caching Relay System in Transformer Station
- 2.1 System Model
- 2.2 Problem Description
- 3 Caching Relay Mechanism
- 3.1 Applicability Analysis
- 3.2 Optimal Bandwidth Allocation
- 3.3 Detailed Caching Relay Mechanism
- 4 Numerical Results
- 5 Conclusion
- Acknowledgement
- References
- An Improved Propagation Prediction Model Based on Okumura-Hata Model
- Abstract
- 1 Introduction
- 2 Theoretical Propagation Model
- 3 Improved Propagation Prediction Model
- 3.1 Okumura-Hata Model
- 3.2 An Improved Propagation Prediction Model
- 4 Results and Discussions
- 5 Conclusions
- Acknowledgments
- References
- A Improved Algorithm of MAC Layer for Wireless and Power Line Cooperative Communication
- Abstract
- 1 Introduction
- 2 CSMA Algorithm and Its Throughput in Power Line and Wireless Communication
- 3 An Improved CSMA Algorithm for Power Line and Wireless Hybrid Collaboration
- 4 Performance and Simulation Analysis
- 5 Conclusion
- Acknowledgement
- References
- Coverage Enhancement for Cellular Internet of Things Based on D2D Multicasting
- Abstract
- 1 Introduction
- 2 System Model and Problem Formulation
- 2.1 System Model
- 2.2 Problem Formulation
- 3 Resources Allocation
- 3.1 Power Control
- 3.2 Channel Assignment
- 4 Simulation Analysis
- 5 Conclusion
- Acknowledgement
- References
- Storage Optimization Algorithm for Publication Blockchain
- Abstract
- 1 Introduction
- 2 Publication Blockchain
- 3 Storage Optimization Algorithm
- 4 Analysis of Experimental Results
- 5 Conclusion
- Acknowledgement
- References
- Improved Hybrid Query Tree Anti-collision Algorithm
- Abstract
- 1 Introduction
- 2 Hybrid Query Tree Algorithm
- 2.1 Algorithm Instruction Conventions
- 2.2 Algorithm Description
- 2.3 Algorithm Example
- 3 Performance Analysis
- 3.1 Analysis of the Number of Query Instructions
- 3.2 Transmission Delay Analysis
- 3.3 Throughput Rate Analysis
- 4 Algorithm Emulation
- 5 Conclusion
- Acknowledgement
- References
- Research on GNSS Positioning Aided by SVR
- Abstract
- 1 Introduction
- 2 Deformation and Settlement Based on SVR
- 2.1 Basic SVR Regression
- 2.2 The Analysis of Deformation and Settlement Based on SVR
- 2.3 SVR Recursive Process for Deformation and Settlement
- 2.4 SVR Aided GNSS Positioning Model
- 3 Experiment
- 3.1 Data Processing
- 3.2 Error Analysis
- 4 Conclusion
- Acknowledgement
- References
- Interference Emitter Localization Based on Hyperbolic Passive Location in Spectrum Monitoring
- Abstract
- 1 Introduction
- 2 Three Stations Localization Algorithm
- 2.1 Hyperbolic Passive Location Based on TDOA
- 2.2 Method to Choose the Correct Solution
- 3 The Field Test
- 3.1 The Hardware Environment
- 3.2 Data Acquisition
- 3.3 The Localization Results of Field Test
- 3.4 Error Analysis
- 4 Conclusion
- Acknowledgement
- References
- Research and Application of Improved Genetic Algorithm in Lanzhou Self-service Terminal Patrol System
- Abstract
- 1 Introduction
- 2 Mathematical Model
- 2.1 Problem Description
- 2.2 Mathematical Analysis
- 2.3 Mathematical Description
- 3 Solutions
- 3.1 Using Greedy Ideas to Generate Initial Population
- 3.2 Combination of Superior Group Retains and Roulette Strategy
- 3.3 Superior Offspring to Stop Mutation
- 3.4 Experiment Results
- 4 Related Functions Pages
- 5 Conclusion
- Acknowledgements
- References
- An Optimized AES Masking Method for Resisting Side Channel Analysis
- Abstract
- 1 Introduction
- 2 Optimization and Implementation of Random Mask Based on Hamming Distance
- 2.1 Random Mask Optimization
- 2.2 Random Mask Implementation
- 3 S-Box Mask Optimization
- 4 Mask Scheme Optimization
- 5 Experimental Results and Analysis
- 5.1 Experiment Platform
- 5.2 Comparison of Experimental Results
- 6 Conclusion
- Acknowledgement
- References
- Research on the Confirmation Mechanism of SCPS-TP Protocol in Satellite Network
- Abstract
- 1 Preface
- 2 Satellite Communication Features
- 3 Introduction to SCPS Protocol
- 4 Algorithm Improvement Strategy
- 4.1 Traditional Vegas Algorithm
- 4.2 Reverse Link Confirmation Frequency Adjustment
- 4.3 Congestion Control on the Reverse Link
- 5 Algorithm Simulation
- 5.1 Simulation Environment
- 5.2 Impact of Different Bit Error Rates on Throughput
- 6 Conclusion
- Acknowledgements
- References
- A Power Network Illegal Access Monitoring Method Based on Random Forests
- Abstract
- 1 Introduction
- 2 Preliminary Knowledge
- 2.1 Illegal Access in Power Network
- 2.2 Random Forest
- 3 Power Network Illegal Access Monitoring Method Based on Random Forests
- 4 Experiment and Analysis
- 4.1 Analysis of Time Consumption
- 4.2 Analysis of Accuracy
- 5 Conclusion
- Acknowledgement
- References
- Time-Series Based Ensemble Forecasting Algorithm for Out-Limit Detection on Stable Section of Power Network
- Abstract
- 1 Introduction
- 2 Preliminaries
- 2.1 Definition of the Time Window
- 2.2 Sliding Window Average Forecasting
- 2.3 Regression Analysis
- 2.4 Artificial Neural Network
- 2.5 Support Vector Machine
- 3 Time-Series Based Ensemble Forecasting Algorithm for Out-Limit Detection
- 3.1 The Procedures of Our TSBFA Algorithm
- 3.2 Asymmetric Error Cost Function
- 4 Algorithm Evaluation
- 4.1 Experimental Data Processing
- 4.2 Algorithm Evaluation Criteria
- 4.3 Time Granularity Selection
- 4.4 Results Comparison Among TSBFA and Single-Model Forecasting Algorithms
- 5 Conclusion
- Acknowledgement
- References
- Improvement of Wireless Positioning Algorithm Based on TOA
- Abstract
- 1 Introduction
- 2 The Principle of the TOA Algorithm
- 3 Improved TOA Algorithm
- 3.1 The Algorithm Flow of TOA Algorithm in NLOS
- 3.2 Improved TOA Algorithm Flow in NLOS
- 4 Algorithm Simulation Analysis
- 5 Conclusion
- Acknowledgement
- References
- Method of Complex Internet of Things Simulation Attack and Reliability Analysis
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Model Establish
- 3.1 Complex Network Reliability Evaluation Model
- 3.2 Complex Network Simulation Attack Model
- 4 Simulation
- 4.1 Simulation Topology
- 4.2 Simulation Results
- 5 Conclusions
- Acknowledgments
- References
- Distributed Anomaly Detection Method in Wireless Sensor Networks Based on Temporal-Spatial QSSVM
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Distributed Anomaly Detection Based on Temporal-Spatial QSSVM in WSNs
- 3.1 Fundamentals of the QSSVM
- 3.2 Temporal-Spatial Correlation Analysis
- 3.3 Temporal-Spatial QSSVM Algorithm
- 4 Simulation Experiment and Result Analysis
- 4.1 Experimental Environment and Data Set
- 4.2 Simulation Experiment
- 5 Conclusion
- Acknowledgement
- References
- Automatic Security Baseline Verification Method Based on SCAP and Cloud Scanning
- Abstract
- 1 Introduction
- 2 Preliminary Knowledge
- 2.1 SCAP
- 2.2 Cloud Scanning Technology
- 3 Automatic Security Baseline Verification Method Based on SCAP and Cloud Scan
- 3.1 Establishing the Security Baseline Checklist
- 3.2 Automatic Verification of Security Baseline
- 3.3 Update of Security Baseline
- 4 Experiment and Analysis
- 5 Conclusion
- Acknowledgement
- References
- Improved Multi-swarm PSO Based Maintenance Schedule of Power Communication Network
- Abstract
- 1 Introduction
- 2 Related Works
- 3 Power Communication Network Maintenance Schedule Model
- 3.1 Background Information About Communication Business
- 3.2 Target Function
- 3.3 Constraints
- 4 Big Data Analysis Technology Usages on Maintenance Schedule
- 5 Improved Multi-swarm Particle Swarm Optimization
- 5.1 Multi-swarm Particle Swarm Optimization
- 5.2 Improved Multi-swarm Particle Swarm Optimization
- 6 Experimentation
- 7 Conclusion
- Acknowledgement
- References
- Author Index
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