
Proceedings of the Fourth Euro-China Conference on Intelligent Data Analysis and Applications
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The fourth installment of the ECC was jointly organized by the University of Málaga, Spain; the VSB - Technical University of Ostrava, Czech Republic; and Fujian University of Technology, Fuzhou, China. The conference took place in Málaga, Spain on October 9-11, 2017.
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Content
- Intro
- Preface
- Organization
- Honorary Chair
- Advisory Committee Chair
- Conference Chairs
- Program Committee Chairs
- Invited Session Chairs
- Local Organizing Chairs
- Publicity and Electronic Media Chair
- Publication Chairs
- International Program Committee
- Sponsoring Institutions
- Contents
- Image Processing and Applications
- Research on Eye Detection and Fatigue Early Warning Technologies
- Abstract
- 1 Introduction
- 2 System Overviewfirst
- 2.1 Research and Analytical
- 2.2 Research Data
- 3 Conclusion
- References
- Face Recognition Based on HOG and Fast PCA Algorithm
- Abstract
- 1 Introduction
- 2 Raw Data Preprocessing
- 2.1 Extract Raw Data
- 2.2 Face Detection and Extraction
- 3 HOG Feature Extraction and PCA Dimensionality Reduction
- 3.1 HOG Feature Extraction
- 3.2 PCA Dimensionality Reduction
- 4 Face Recognition
- 4.1 Data Normalization
- 4.2 Face Recognition Based on SVM
- 5 Experiment
- 5.1 Experimental Environment
- 5.2 Experimental Database
- 5.3 Comparison and Analysis of Experimental Results
- 6 Conclusions
- Acknowledgements
- References
- Day and Night Image Stitching and Rendering
- Abstract
- 1 Introduction
- 2 Image Stitching
- 3 Time Lapse Rendering
- 4 Experimental Results
- 5 Conclusion
- References
- Application of Image Preprocessing in Soil Mesostructure
- Abstract
- 1 Introduction
- 2 Image Processing of Soil Mesostructure
- 2.1 Images Fusion Based on the Wavelet Transform
- 2.2 Image Mosaic Based on the Module Matching
- 3 Conclusions
- Acknowledgments
- References
- Application of Image Proccessing in Soil's Shear Zone Mesostructure
- Abstract
- 1 Introduction
- 2 Image Segmentation Based on Hue Separation
- 2.1 The Method of Average Gray Value and the Method of Maximum Variance Automatic Threshold
- 2.2 Image Segmentation Based on Hue Separation
- 2.3 The Extraction Method of Mesostructure Quantization Characteristic Parameters
- 3 Conclusion
- Acknowledgments
- References
- Protocols for Data Security and Processing
- An Improved Scheme of Secure Access and Detection of Cloud Front-End Device
- Abstract
- 1 Introduction
- 2 Access of Device to Cloud Service
- 2.1 Concept and Framework of Cloud Service
- 2.2 Front-End Device Access Cloud Service
- 2.3 Analysis of Security Problems
- 3 Improved the Scheme of Accessing Using the Smart Card
- 3.1 Preliminaries
- 3.2 Identifier Generation
- 3.3 Improved Process of Access Session
- 3.4 Using ECC Algorithm to Achieve Authentication and Regular Detection
- 4 Cipher-Text Transmission of AES
- 4.1 AES Cryptography and the Session Shared Key
- 4.2 Encryption and Decryption
- 4.3 Updating the Session Shared Key
- 5 Analysis of Security and Efficiency
- 5.1 Analysis of Security
- 5.2 Analysis of Efficiency
- 6 Conclusions
- Acknowledgements
- References
- The Order and Failure Estimation of Redundancy System Based on Cobweb Model
- Abstract
- 1 Introduction
- 2 The Definition of the Main Indicators of Reliability
- 3 Approximate Estimation of Order and Failure Rate of Redundancy System
- 4 Conclusion
- Acknowledgments
- References
- Comments on Yu et al's Shared Data Integrity Verification Protocol
- 1 Introduction
- 2 Review the SDIVIP2 Protocol
- 2.1 Settings
- 2.2 Preliminaries and Notation
- 2.3 Description of the Protocol
- 3 Cryptanalysis on SDIVIP2
- 4 Possible Quick Fix
- 5 Conclusion
- References
- Efficient Anonymous Password-Authenticated Key Exchange Scheme Using Smart Cards
- 1 Introduction
- 2 Security Weakness in the S2APA Protocols
- 2.1 Review of the S2APA Protocol
- 2.2 A Credential Forgery Attack
- 3 The Proposed APAKE Protocol
- 4 Security and Efficiency Analysis
- 5 Conclusions
- References
- Digital Certificate Based Security Payment for QR Code Applications
- 1 Introduction
- 2 Problem Statement and Preliminaries
- 3 Authenticated QR Code Based on Digital Signatures
- 3.1 Digital Certificate Generation Phase
- 3.2 Authenticated QR Code Generation Phase
- 3.3 Authenticated QR Code Verification Phase
- 4 Experimental Results
- 5 Conclusions
- References
- New Methods for Intelligent Data Analysis
- A Novel Region Selection Algorithm for Auto-focusing Method Based on Depth from Focus
- Abstract
- 1 Introduction
- 2 Proposed Region Selection Algorithm
- 2.1 Gradient Image Through Scharr Operator with Improved Templates
- 2.2 Focusing Region Selection
- 3 Experiment and Analysis
- 3.1 Fixation of Region Size
- 3.2 Performance of Global Searching with Fixed Step
- 3.3 Comparison with Different Algorithms
- 4 Conclusion
- Acknowledgement
- References
- Graph Theory Modeling -- A Petri Nets Based Approach
- 1 Introduction
- 2 Problem Statement and Preliminaries
- 2.1 Flow Networks and Flows
- 2.2 Petri Nets
- 3 Modeling of Maximum Flow Using Petri Nets
- 3.1 Modeling for Flow Network
- 3.2 Modeling of Residual Networks
- 4 The Petri Nets Based Maximum Flow Solution
- 5 Conclusion and Future Works
- References
- Sampling as a Method of Comparing Real and Generated Networks
- 1 Introduction
- 2 Related Work
- 2.1 Network Sampling
- 2.2 Network Models
- 3 3-Lambda Model
- 4 Experiments
- 4.1 Data
- 4.2 Measured Properties
- 4.3 Sampling Methods
- 4.4 Results
- 5 Conclusion
- References
- The Relative Homogeneity Between-class Thresholding Method Based on Shape Measure
- Abstract
- 1 Introduction
- 2 Thresholding Method Based on Relative Homogeneity Between-class
- 2.1 Binarization Focusing on Objects
- 2.2 Thresholding Based on Relative Homogeneity Between-class
- 3 Relative Homogeneity Measure Method Based on Shape Measure
- 3.1 Shape Measure Function
- 3.2 Relative Homogeneity Thresholding Method Based on Shape Measure
- 4 Results and Analysis
- 4.1 Experimental Analysis
- 4.2 Performance Evaluation
- 5 Conclusion
- Acknowledgements
- References
- Mining of Multiple Fuzzy Frequent Itemsets with Transaction Insertion
- 1 Introduction
- 2 Preliminaries and Problem Statement
- 3 Proposed Incremental Algorithm
- 4 Experimental Results
- 4.1 Runtime
- 5 Conclusion
- References
- Applications of Intelligent Data Analysis
- Efficient Mobile Middleware for Seamless Communication of Prehospital Emergency Medicine
- Abstract
- 1 Introduction and Related Work
- 2 Methods
- 2.1 Channel Decision Algorithm
- 2.2 Protocol
- 2.3 Overall Architecture of the System
- 3 Field Experiment Results
- 4 Discussion
- 5 Conclusion
- References
- A Method to Evaluate the Research Direction of University
- Abstract
- 1 Introduction
- 2 Data Sources and Research Methods
- 2.1 Data Collection and Cleaning
- 2.2 Research Methods and Tools
- 2.3 Research Process
- 3 Analysis of the Results
- 4 Conclusion and Discussion
- Acknowledgements
- References
- Design and Implementation of a Course Selection System that Based on Node.js
- Abstract
- 1 Introduction
- 2 System Requirements
- 3 System Module Design
- 3.1 The Function Design of Role Module
- 3.2 Database Design
- 4 System Design and Implementation
- 4.1 The Utilization of Single-Threaded Concurrency
- 4.2 System Implementation
- 4.3 System Deployment
- 5 Conclusion
- Acknowledgements
- References
- A Prototype System for Three-Dimensional Cardiac Modeling and Printing with Clinical Computed Tomography Angiography
- Abstract
- 1 Introduction
- 2 Working Flow of the Prototype System
- 3 Format and Segmentation of CTA Data
- 3.1 The Structure of DICOM File
- 3.2 Read DICOM File Within Matlab
- 3.3 Conversion of Data Format
- 3.4 Image Segmentation with the Region Growing
- 4 3-D Modeling and Volume Rendering
- 4.1 3-D Modeling of Segmented Volume Images
- 4.2 3-D Volume Rendering of Segmented Volume Images
- 5 Generation of STL File
- 5.1 Introduction of STL File
- 5.2 The Rules Obeyed by STL File
- 6 3-D Printing of Physical Model
- 7 Design and Implementation of the System
- 7.1 Analysis on Demand of System Design
- 7.2 System GUI
- 8 Discussions and Conclusions
- Acknowledgments
- References
- Design of Wisdom Home System for the Aged Living Alone
- Abstract
- 1 Introduction
- 2 System Architecture
- 3 Designs and Implementation of Health Assistant Management Function
- 4 Rule Self-learning Method
- 5 Mobile Terminal Services
- 6 Conclusion
- Acknowledgement
- References
- Decision Support System in Orthopedics Using Methodology Based on a Combination of Machine Learning Methods
- 1 Introduction
- 2 Related Work
- 3 Methodology and Tools
- 3.1 Methodology
- 4 Methodology Application
- 4.1 Dataset
- 4.2 Univariate Data Analysis
- 4.3 Network Visualization
- 4.4 Feature Selection
- 4.5 Model of the System
- 4.6 Classification
- 4.7 Decision Support Tool
- 5 Conclusion
- References
- Sensor Technology and Signal Processing
- Wireless Sensor Network Routing Protocol Research for High Voltage Transmission Line Monitoring System
- Abstract
- 1 Introduction
- 2 The Network Mode of Wireless Sensor Network Monitoring System
- 3 Routing Algorithm for High Voltage Transmission Line Monitoring Network
- 4 Network Energy Optimization
- 5 Simulation
- 6 Conclusion
- References
- Near/Far-Field Polarization-Dependent Responses from Plasmonic Nanoparticle Antennas
- Abstract
- 1 Introduction
- 2 Control of Incident Polarization-Dependent Near-Field Enhancement
- 3 Control of Emission Polarization
- 4 Control of Polarization of Inelastic (Raman) Scattering
- 5 Summary
- Acknowledgements
- References
- Car Collision Warning System for Cornering on Mountain Roads
- Abstract
- 1 Background and Research Motivation
- 2 System Operation Overview
- 2.1 Operation of the Ultrasound Module
- 2.2 Control Module
- 2.3 LCD Module
- 2.4 Main Program Flow and Principle
- 3 System Test and Debugging Data
- 4 Conclusion
- References
- Relay Node Selection Strategy for Wireless Sensor Network
- Abstract
- 1 Introduction
- 2 Related Works
- 3 GF_CENTER Implement
- 3.1 The Annotation of Symbol
- 3.2 The Process GF_CENTER
- 3.3 Fitness Function
- 4 Experiment Analysis
- 5 Conclusion
- Acknowledgment
- References
- Adaptive Signal Processing of Fetal PCG Recorded by Interferometric Sensor
- Abstract
- 1 Introduction
- 2 Methods
- 2.1 Non-invasive Interferometric Measurement Sensor
- 3 Experimental Setup
- 4 Conclusion
- Acknowledgements
- References
- A Stereo Audio Steganography by Inserting Low-Frequency and Octave Equivalent Pure Tones
- Abstract
- 1 Introduction and Related Work
- 2 Methods and Procedures
- 2.1 Octave Equivalence
- 2.2 Data Embedding Procedure
- 2.3 Data Extracting Procedure
- 3 Experiments and Results
- 4 Discussion
- 5 Conclusion
- Acknowledgment
- References
- Energy Control and Management
- Sensor Data Mining for Gas Station Online Monitoring
- Abstract
- 1 Introduction
- 2 Gas Station Remote Online Monitoring System Construction
- 2.1 Data Acquisition and Transmission Architecture of Gas Station Based on Sensor Network
- 2.2 Online Monitoring System Based on B/S Architecture
- 3 Abnormal State Monitoring Based on Data Mining
- 3.1 Abnormal State Monitoring and Alarming
- 3.2 Oil Tank Monitoring Based on Cumulative Temperature Variation
- 3.3 Refueling Gun Abnormal Monitoring Based on Sensor Group
- 4 The Experimental Results and Analysis
- 5 Conclusion
- Acknowledgments
- References
- Research on Energy Consumption of Building Electricity Based on Decision Tree Algorithm
- Abstract
- 1 Introduction
- 2 The Principle of Decision Tree Algorithm
- 3 Introduction and Basic Principle of ID3 Algorithm
- 4 Modeling and Analysis
- 4.1 Energy Consumption Data Analysis
- 4.2 Constructing Energy Consumption Decision-Tree Model
- 5 Summary
- Acknowledgments
- References
- The Optimal Reactive Power Compensation of Feeders by Using Fuzzy Method
- Abstract
- 1 Introduction
- 2 Load Variation of Distribution Feeder
- 3 Fuzzy System Architecture
- 3.1 System Architecture
- 4 Fuzzy Logic Applied to Power Factor Improvement
- 5 Examples of Discussion
- 6 Conclusion
- References
- Finite Element Analysis for No-Load and Rated Load of Low-Speed Permanent Magnet Hydro-Generator
- Abstract
- 1 Introduction
- 2 Structure and Electromagnetic Design of Low-Speed PMSG
- 2.1 Structure of Low-Speed PMSG
- 2.2 Design and Construction
- 3 Transient Magnetic Field Analysis Without Load
- 4 The Runtime Transient Magnetic Field Analysis with Rated Load
- 5 Conclusion
- Acknowledgement
- References
- Design and Implementation of Intelligent Outlet System Based on Android and Wifi
- Abstract
- 1 Introduction of Smart Home
- 1.1 Research Status of Smart Home
- 1.2 Research Status of Intelligent Outlet System
- 2 Key Technologies of Intelligent Outlet
- 2.1 Wireless Communication Technology
- 2.2 Android Technology
- 3 The Proposed Intelligent Outlet Architecture in Smart Home
- 3.1 The Architecture of Smart Home System Based on Wifi Technology
- 3.2 Hardware Design
- 3.3 Software Programming
- 4 Results and Discussion
- 5 Conclusion
- Acknowledgement
- References
- Intelligent Methods for Optimization and Learning
- Design and Performance Simulation of Direct Drive Hub Motor Based on Improved Genetic Algorithm
- Abstract
- 1 Introduction
- 2 Improved Genetic Algorithm
- 2.1 Improved Genetic Algorithm
- 2.2 Overall Electromagnetic Structure Design
- 2.3 Stator Winding Design
- 2.4 Measures to Reduce the Cogging Torque
- 2.4.1 Inner Stator Chute
- 2.4.2 Optimizing z/2p
- 2.5 Optimum Design Result
- 3 Finite Element Analysis of Magnetic Field
- 3.1 Grid Subdivision
- 3.2 Analysis of the Hub Motor Internal Electromagnetic Field
- 4 Performance Calculation and Simulation
- 4.1 Electric Motive Force (EMF)
- 4.2 Torque Characteristics
- 4.3 Input Voltage and Input Current Characteristics
- 4.4 Efficiency Characteristics
- 5 Conclusion
- Acknowledgment
- References
- QUATRE Algorithm with Sort Strategy for Global Optimization in Comparison with DE and PSO Variants
- 1 Introduction
- 2 QUATRE Algorithm with Sort Strategy (S-QUATRE)
- 3 Experiment Analysis of S-QUATRE Algorithm
- 3.1 Test Environment Description
- 3.2 Experiment Comparisons Between S-QUATRE and Other Algorithms
- 4 Conclusion
- References
- The QUasi-Affine TRansformation Evolution (QUATRE) Algorithm: An Overview
- 1 Introduction
- 2 QUATRE Variants Mentioned in Literature
- 2.1 The Canonical QUATRE Algorithm
- 2.2 Competitive QUATRE (C-QUATRE) Algorithm
- 2.3 QUATRE Algorithm with Sort Strategy (S-QUATRE)
- 2.4 QUATRE with External Archive (QUATRE-EAR)
- 3 Benchmark Functions and Experiment Analysis
- 4 Conclusion
- References
- A Hybrid Central Force Optimization Algorithm for Optimizing Ontology Alignment
- 1 Introduction
- 2 Ontology Matching Problem
- 3 Hybrid Central Force Optimization Algorithm Based Ontology Matching
- 3.1 Chromosome Encoding Mechanism
- 3.2 Fitness Function and Elitism
- 4 Experimental Studies and Analysis
- 4.1 Testing Cases and Experimental Configuration
- 4.2 Results and Analysis
- 5 Conclusion
- References
- A Hybrid BPSO-GA Algorithm for 0-1 Knapsack Problems
- 1 Introduction
- 2 Background
- 2.1 0-1 Knapsack Problems
- 2.2 Genetic Algorithm
- 2.3 Binary Particle Swarm Optimization
- 3 Methodology
- 4 Experimental Study
- 5 Conclusions
- References
- Nearest Neighbor Search Techniques Applied in the Nearest Feature Line Classifier
- Abstract
- 1 Introduction
- 2 Nearest Feature Line Classifier
- 3 Nearest Neighbor Search
- 3.1 Partial Distortion Search
- 3.2 Absolute Error Inequality Search
- 3.3 Equal-Average Nearest Neighbor Search
- 4 Experimental Results
- 5 Conclusions
- Acknowledgment
- References
- The Redundancy Problem in Composition of Parallel Finite Automata and Its Optimization Method
- Abstract
- 1 Introduction
- 2 Parallel Finite Automata
- 2.1 The Syntax and Semantics of Parallel Finite Automata
- 2.2 The Split-Join Composition Rule of PFA
- 3 Redundant Transfer and Optimization Algorithm
- 3.1 Redundant Parallel/Synchronous Transfer
- 4 The Equivalence of Parallel Finite Automata and Finite Automata
- 5 Summary
- Acknowledgment
- References
- An Intelligent Data Analysis of the Structure of NP Problems for Efficient Solution: The Vehicle Routing Case
- 1 Introduction
- 2 Analysis and Operational Proposal
- 2.1 Original Partition Crossover for the Travelling Salesman Problem
- 2.2 Modifications in the PX Operator to Fit CVRP Constraints
- 2.3 Application of the Modified PX Operator to the CVRP
- 2.4 Generation of Initial Solutions
- 2.5 Improving the Recombination Rate Using Node Shifting
- 2.6 Application of the Modified PX Operator to the CVRP
- 3 Results and Discussion
- 3.1 Petal Structure Comparison
- 3.2 Recombinations and Tunnels as a Function of the Shift
- 4 Conclusions
- References
- Evaluation of Traveling Salesman Problem Instance Hardness by Clustering
- 1 Introduction
- 2 Traveling Salesman Problem
- 2.1 TSP Complexity
- 3 Cluster Analysis
- 3.1 DBSCAN
- 4 Computational Experiments
- 5 Conclusions
- References
- Real-Time Path Planning Based on Dynamic Traffic Information
- 1 Introduction
- 2 Related Works
- 3 The Road Network Model Design
- 4 Performance Evaluations
- 5 Conclusions
- References
- Author Index
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