The 8th International Conference on Computer Engineering and Networks (CENet2018)

Name: The 8th International Conference on Computer Engineering and Networks (CENet2018)
Brand: Springer
Price: 149.79 EUR
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Qi Liu Mustafa Mısır Xin Wang Weiping Liu(Editor)

Springer (Publisher)

Published on 15. April 2019

XXXIV, 968 pages

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978-3-030-14680-1 (ISBN)

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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
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The 8th International Conference on Computer Engineering and Networks (CENet2018)

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