
Intelligent Information and Database Systems
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The 161 revised papers presented were carefully reviewed and selected from more than 472 submissions. The papers included cover the following topics: intelligent database systems, data warehouses and data mining, natural language processing and computational linguistics, semantic Web, social networks and recommendation systems, collaborative systems and applications, e-bussiness and e-commerce systems, e-learning systems, information modeling and requirements engineering, information retrieval systems, intelligent agents and multi-agent systems, intelligent information systems, intelligent internet systems, intelligent optimization techniques, object-relational DBMS, ontologies and knowledge sharing, semi-structured and XML database systems, unified modeling language and unified processes, Web services and semantic Web, computer networks and communication systems.
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Content
- Title
- Preface
- Conference Organization
- Table of Contents
- Clustering Technology
- Approach to Image Segmentation Based on Interval Type-2 Fuzzy Subtractive Clustering
- Introduction
- Preliminaries
- Type-2 Fuzzy Sets
- Subtractive Clustering Algorithm
- Interval Type-2 Fuzzy Subtractive Clustering
- Extending Subtractive Clustering Algorithm
- Interval Type-2 Fuzzy Subtractive Clustering Algorithm
- Experimental Results
- Conclusion
- References
- Improving Nearest Neighbor Classification by Elimination of Noisy Irrelevant Features
- Introduction
- Related Work
- Receiver Operating Characteristic (ROC)
- Proposed Method
- Genetic Algorithm (GA)
- Fitness Function
- Experimental Results
- Data Set
- Discussion
- Conclusion
- References
- Lattice Based Associative Classifier
- Introduction
- Proposed Approach
- Background
- Related Work
- Approach for Generation of Associative Classifier Using Closed Itemsets (ACCI)
- Generate ClosedCAR
- Removing Conflicts
- Building a Classifier
- Prediction of Unseen Tuple
- Experimental Analysis
- Comparison of Number of ClosedCARs and CARs
- Comparison of Accuracy of ACCI with Existing Approaches
- Conclusion and Future Work
- References
- An Efficient Clustering Algorithm Based on Histogram Threshold
- Introduction
- Related Work
- Proposed Method
- Experimental Results
- Conclusion
- References
- A Resource Reuse Method in Cluster Sensor Networks in Ad Hoc Networks
- Introduction
- Head Nodes in Clustering
- Topology Matrix and Resource Allocation Matrix
- Topology Matrix
- Resource Allocation Matrix
- Conclusions
- References
- Generation of Tag-Based User Profiles for Clustering Users in a Social Music Site
- Introduction
- Related Work
- Resolving Semantic Ambiguity of Tags
- Overview of the UniTag
- Reasoning Rules
- Generating User Profiles
- Tag-Based User Profiles
- Track-Based User Profiles
- Experimental Evaluation
- Clustering Users
- Evaluation of Results
- Conclusions and Future Work
- References
- A Proposed IPC-Based Clustering and Applied to Technology Strategy Formulation
- Introduction
- Related Work
- Technology Strategy
- Thin-Film Solar Cell
- IPC-Based Clustering
- Link Analysis
- A Research Design for Strategy Formulation
- Data Preprocessing
- IPC-Based Clustering
- Link Analysis
- New Findings
- Experimental Results and Explanation
- Result of Data Preprocessing
- Result of IPC Code Group and IPC-Coded Centroid
- Result of IPC-Based Clustering
- Result of Link Analysis
- Result of New Findings
- Conclusions
- References
- Cluster Control Management as Cluster Middleware
- Introduction
- Related Work
- Cluster Computer
- Cluster Middleware
- Opens Source Software
- Cluster Management System
- Cluster Control Management
- UKM C2M: System Architecture
- UKM C2M: Prototype Developed Used Open Source Software
- Conclusion
- References
- Intelligent Digital Watermarking and Image Processing
- A Novel Nonparametric Approach for Saliency Detection Using Multiple Features
- Introduction
- Related Works
- Itti's Model
- Bruce's Model
- The Proposed Saliency Detection Method
- Experimental Results
- Conclusion
- References
- Motion Vector Based Information Hiding Algorithm for H.264/AVC against Motion Vector Steganalysis
- Introduction
- Motion Vector Steganalysis
- Proposed Motion Vector Based H.264/AVC Video Information Hiding Algorithm
- Probability Mass Function Restoration
- Embedding Scheme
- Experimental Results
- Subjective Testing
- Peak-Signal-to-Noise-Ratio (PSNR) Testing
- Ability against Motion Vector Steganalysis
- Conclusions and Future Work
- References
- A Novel Coding Method for Multiple System Barcode Based on QR Code
- Introduction
- Coding Method for MSB through Fusing Several QR Code
- Coding Method for Color MSB Based on QR Code
- Extension of the Method
- Experimental Results and Analysis
- Conclusions and Feature Work
- References
- A Research on Behavior of Sleepy Lizards Based on KNN Algorithm
- Introduction
- Related Knowledge
- Social Network
- KNN Algorithm and Its Improvement
- Introducing and Preprocessing for Our Sleepy Lizard Samples
- Basic Sample Information Introduction
- Paired Living Analysis
- Our Proposed Method
- Conclusion
- References
- Directional Discriminant Analysis Based on Nearest Feature Line
- Introduction
- Directional Filter Banks
- Nearest Feature Line
- NDNFLA
- Proposed Algorithms
- SD-FLDA
- MD-FLDA
- Experimental Results
- Experiments on ORL Face Database
- Experiments on AR Face Database
- Discussion
- Conclusions
- References
- A (2, 2) Secret Sharing Scheme Based on Hamming Code and AMBTC
- Introduction
- Related Works
- AMBTC
- Hamming Code
- Proposed Method
- Construction of the Shadow Images
- Reconstruction of the Shadow Images
- Experimental Results
- Conclusion
- References
- An Automatic Image Inpainting Method for Rigid Moving Object
- Introduction
- Proposed Method
- Results
- Conclusion
- References
- Automatic Image Matting Using Component-Hue-Difference-Based Spectral Matting
- Introduction
- Review of Spectral Matting
- Spectral Matting Based on Hue Difference of Components
- Experimental Results
- Conclusion
- References
- Intelligent Management of e-Business
- Towards Robotics Leadership: An Analysis of Leadership Characteristics and the Roles Robots Will Inherit in Future Human Society
- Introduction
- Definition of Leadership
- Human Failings and How Robots Could Do It Better
- Stock Brokering
- Transportation
- Robots That Lead Robots
- Against Robots and Artificial Intelligence
- Critical Thinking, When Does a Robot Stops Being a Tool and Starts Becoming a Leader?
- Conclusion
- References
- Understanding Information Propagation on Online Social Tagging Systems: A Case Study on Flickr
- Introduction
- Backgrounds and Notations
- Discovering and Understanding Social Pulses
- Propagation Speed
- Propagation Convergence Rate
- Relationship between Tags
- Experimental Results
- Discussion
- Pitch as Propagation Speed
- Discovering Various Relationships from a Folksonomy
- Potential Applications
- Conclusion and Future Work
- References
- Why People Share Information in Social Network Sites? Integrating with Uses and Gratification and Social Identity Theories
- Introduction
- Conceptual Backgrounds
- Uses and Gratification Theory
- Social Identity Theory
- Research Model and Hypotheses
- Research Model
- Hypotheses
- Research Methodology
- Data Analysis and Results
- Measurement Model
- Test of Structural Model
- Discussion and Conclusion
- References
- The Impact of Data Environment and Profitability on Business Intelligence Adoption
- Introduction
- Information Environment of BI
- Methodology
- Empirical Findings
- Conclusions
- References
- The Relationships between Information Technology, E-Commerce, and E-Finance in the Financial Institutions: Evidence from the Insurance Industry
- Introduction
- Theoretical Perspectives and Model Specifications
- Theory of Cost Efficiencies
- Stochastic Cost Efficiency Approach
- Choice of the IT Proxies
- Statistical Hypotheses
- Empirical Results
- Country Average of Firm-Level Variables for Insurance Firms
- Country-Level Variables
- Summaries Statistics
- Results of Tobit Regressions for Cost Efficiencies
- Conclusions
- References
- Applying Data Mining in Money Laundering Detection for the Vietnamese Banking Industry
- Introduction
- Preliminaries
- Data Approaching
- Money Laundering Process
- The Learning Data Model
- Introducing CLOPE Algorithm
- System Implementation
- Experimental Results
- Conclusions
- References
- A Web Services Based Solution for Online Loan Management via Smartphone
- Introduction
- Mobile Computing and Service-Oriented Architecture
- Case Study
- Implementation of the Case Study
- Related Works and Discussion
- Conclusions and Future Work
- References
- Intelligent Media Processing
- An Approach to CT Stomach Image Segmentation Using Modified Level Set Method
- Introduction
- Literature Review
- Methodology
- Preliminary Results
- Conclusion
- References
- On Fastest Optimal Parity Assignments in Palette Images
- Introduction
- Rho-Forest and Rho-Method
- OPA Method
- Rho-Method
- Rho-Method as Fastest OPA Method
- Rho-Forest as an OPA
- A Fastest OPA Method
- FOPA Algorithm with Threshold
- Experimental Results
- CPTE Schemes for Palette Images
- Experimental Results for FOPA and CPTE Schemes
- Conclusion
- References
- Setting Shape Rules for Handprinted Character Recognition
- Introduction
- Shape Rules and Constraints
- Rules among Features
- Setting Shape Constraints
- Simulations
- References
- A Block-Based Orthogonal Locality Preserving Projection Method for Face Super-Resolution
- Introduction
- Overview of LPP, OLPP and GRNN
- Locality Preserving Projections (LPP)
- Orthogonal Locality Preserving Projections (OLPP)
- Generalized Regression Neural Network (GRNN)
- The Proposed Algorithm
- Training Phase
- Super-Resolution Phase
- Experimental Results
- Conclusion
- References
- Note Symbol Recognition for Music Scores
- Introduction
- Staff Lines Detection and Removal
- Primitive Extraction
- Stem Extraction
- Notehead Extraction
- Beam Extraction
- Structure Analysis
- Description of the Relationship between Primitives
- Definition of Note Structures
- Structure Analysis
- Performance Evaluation
- Conclusion
- References
- Network Vulnerability Analysis Using Text Mining
- Introduction
- Related Work
- System Architecture of Vulnerability Discovery and Analysis
- Text Mining Based Vulnerability Analysis
- Text Preprocessing and Vector Representation
- Vulnerability Classification
- Measures of Classification Performance
- Experiment and Discussion
- Data Description
- Vulnerability Classification Result
- Conclusions
- References
- Intelligent Information System for Interpretation of Dermatoglyphic Patterns of Down's Syndrome in Infants
- Introduction
- The Aim of the Work
- Description of Dermatoglyphic Nomogram Used in the Analysis of Down's Syndrome
- Classification Method of Fingerprint Images
- Classification of the Hallucal Area of Sole Patterns
- Method of the ATD Angle Calculation
- Feature Extraction
- Fingerprint Classification with SVM Algorithm
- Summary
- References
- Using a Neural Network to Generate a FIR Filter to Improves Digital Images Using a Discrete Convolution Operation
- Introduction
- Method Comparison of Digital Images
- Generate a Filter Mask
- Final Conclusions
- References
- Modelling and Optimization Techniques in Information Systems, Database Systems and Industrial Systems
- Hybrid Genetic Simulated Annealing Algorithm (HGSAA) to Solve Storage Container Problem in Port
- Introduction
- Literature Review
- Context
- Mathematical Model
- Hybrid Genetic and Simulated Annealing Algorithm (HGSAA)
- Chromosomes
- Selection Method
- Crossover Operators: One-Cut-Point
- Mutation and Neighborhood Principle
- Hybridizations Methods Proposed
- Numerical Results
- Small-Scale Problems
- Large-Scale Problems
- Conclusion
- References
- Satellite Payload Reconfiguration Optimisation: An ILP Model
- Introduction
- State of the Art
- Satellite Payload Reconfiguration: An ILP Model
- Problem Description
- The Mathematical Model
- Flexibility of the Model
- Experimental Results
- Conclusions and Future Work
- References
- DC Programming and DCA for Large-Scale Two-Dimensional Packing Problems
- Introduction
- DCA-Cut Algorithm for Solving 2BLBP and 2BLSP
- DC Reformulation and DCA for Solving the DC Program (11)
- Construction of New Cutting Planes
- Numerical Experiments
- Conclusion
- References
- Gaussian Kernel Minimum Sum-of-Squares Clustering and Solution Method Based on DCA
- Introduction
- An Introduction to DC Programming and DCA
- New Model of Kernel Minimum Sum-of-Square Clustering
- Solving Gaussian Kernel Minimum Sum-of-Square Clustering Problems by DCA
- VNS for Initializing DCA
- Numerical Experiments
- References
- DB Schema Based Ontology Construction for Efficient RDB Query
- Introduction
- Procedural Architecture of Our Framework
- Migration from RDB to Ontology with Additional Semantics
- Efficient Query on RDB Using Ontology
- Performance Evaluation
- Concluding and Further Studies
- References
- RF-PCA2: An Improvement on Robust Fuzzy PCA
- Introduction
- Robust Fuzzy PCA (RF-PCA)
- Improved Robust Fuzzy PCA (RF-PCA2)
- Experimental Results
- Discussion
- References
- Structures of Association Rule Set
- Introduction
- Preliminaries
- Concept Lattice, Frequent Itemset and Association Rule
- Partition of the Class of All Itemsets, Generators and Eliminable Itemsets
- Unique Representation of Itemsets with the Same Closure
- Structures of Association Rule Set
- Partition of Association Rule Set by Equivalence Relation
- Basic and Consequence Sets According to Different Order Relations
- Generating Min Basic Rules and Deriving Non-repeatedly Consequence Ones
- Experimental Results
- Conclusion
- References
- Database Integrity Mechanism between OLTP and Offline Data
- Introduction
- Related Work
- Method to Achieve Integrity
- Offline Data Integrity at Record Level
- Offline Data Integrity on Batch Mode
- Logical Design of Integrity Mechanism between Online System and Offline Data
- Program Code
- Experimental Result Proof through McCarroll
- Experimental Results
- Offline Data Integrity at Record Level
- Offline Data Integrity on Batch Mode
- Conclusions
- References
- User Adaptive Systems(1)
- Novel Criterion to Evaluate QoS of Localization Based Services
- Introduction
- LBS Communication Model
- LBS Components
- Localization Systems
- Satellite Navigation Systems
- Localization Systems Based on Cellular Network
- Localization Systems for Indoor Environment
- QoS Parameters
- Availability of Service
- Localization Accuracy
- Time of Response
- Position Report Frequency
- Criterion to Evaluate QoS of LBS
- Conclusion and Future Work
- References
- Proposal of User Adaptive Modular Localization System for Ubiquitous Positioning
- Introduction
- Modular Localization System
- Implementation
- Hardware Platform
- Algorithms
- Testing
- ISO Quality Parameters
- Test Environments
- Test Activities
- Conclusion
- References
- User Adaptivity in Smart Workplaces
- Introduction
- Smart Workplaces
- User Adaptivity in Smart Workplaces
- Conclusions
- References
- Adaptive Graphical User Interface Solution for Modern User Devices
- Introduction
- iPhone vs. Android
- Problem of Layout Design Methods
- Apple iPhone Platform
- Windows Mobile Platform
- Android Platform
- Solution Design
- Pilot Testing Applications
- Conclusions
- References
- Visualizing Human Genes on Manifolds Embedded in Three-Dimensional Space
- Introduction
- Methods
- Data and Graphics Description
- Results
- Conclusion
- References
- Two-Step Analysis of the Fetal Heart Rate Signal as a Predictor of Distress
- Introduction
- Fuzzy Analysis of FHR Signals
- Second Step of the FHR Signals Evaluation
- Results and Discussion
- Conclusions
- References
- User Adaptive Systems(2)
- Bio-inspired Genetic Algorithms on FPGA Evolvable Hardware
- Introduction
- Methods
- FPGA Evolvable Hardware
- Results Presentation
- Conclusion
- References
- Influence of the Number and Pattern of Geometrical Entities in the Image upon PNG Format Image Size
- Introduction
- PNG Format
- Methodology
- Density and Different Types of Drawings
- Colour Models
- Conclusions
- References
- Threading Possibilities of Smart Devices Platforms for Future User Adaptive Systems
- Introduction
- Parallelism as Future of Smart Devices
- Nvidia Tegra Solution for Smartphones and Tablets
- Adapteva Epiphany IV with 64 Cores CPU Unit
- Threading Principles of Selected Platforms
- Realtime Data Processing on Windows Mobile 6.5 Platform
- Realtime Data Processing on Android Platform
- Testing of Realtime Data Processing
- OpenCL Framework
- Conclusions
- References
- Content Based Human Retinal Image Retrieval Using Vascular Feature Extraction
- Introduction
- Methodology
- Results and Discussion
- Conclusions
- References
- Potential Topics Discovery from Topic Frequency Transition with Semi-supervised Learning
- Introduction
- Potential Topics Discovery
- Potential Topics
- Potential Topic Discovery by Semi-supervised Learning
- Blog Categorization
- Filtering General Term
- Potential Topics Predictor
- Experiment
- Experimental Setting
- Experimental Results
- Conclusion
- References
- Advances in Nature-Inspired AutonQomic Computing and Networking
- Heuristic Energy-Efficient Routing Solutions to Extend the Lifetime of Wireless Ad-Hoc Sensor Networks
- Introduction of Multihop Routing
- Formulating Routing Problem
- Heuristic Algorithms
- Simulation and Comparison
- Conclusion
- References
- Formal Agent-Oriented Ubiquitous Computing: A Computational Intelligence Support for Information and Services Integration
- Introduction
- Agents on UCSs
- Category of Processes Types
- Extensional Monoidal Category of Processes Types
- Concurrent Composition of Agents
- Future Work
- Conclusions
- References
- Prediction of Rainfall Time Series Using Modular RBF Neural Network Model Coupled with SSA and PLS
- Introduction
- The Building Process of the MRBF-NN
- Singular Spectrum Analysis
- Radial Basis Function Neural Network
- Selecting Appropriate Ensemble Members
- Least Squares Support Vector Regression
- The Establishment of Modular RBF-NN
- Results and Discussion
- Empirical Data
- Criteria for Evaluating Model Performance
- Analysis of the Results
- Conclusion
- References
- Heuristic Algorithms for Solving Survivability Problem in the Design of Last Mile Communication Networks
- Introduction
- Related Work
- Proposed Algorithms
- Computational Results
- Problem Instances
- System Setting
- Result of Computational Experiment
- Conclusion
- References
- HEp-2 Cell Images Classification Based on Textural and Statistic Features Using Self-Organizing Map
- Introduction
- Materials and Methods
- Data Acquisition
- Autoantibody Fluorescence Patterns
- Preprocessing
- The Proposed Classification Method
- Feature Extraction
- Self-Organizing Maps
- Classification Evaluations
- Results
- Conclusion
- References
- Identifying Smuggling Vessels with Artificial Neural Network and Logistics Regression in Criminal Intelligence Using Vessels Smuggling Case Data
- Introduction
- The Application of Information Technology to Crimes
- Methods
- Samples
- Logistics Regression (LR)
- Artificial Neural Network (ANN)
- Performance Measures
- Finding
- Discussion
- Conclusions
- References
- Replication Techniques in Data Grid Environments
- Introduction
- Data Management on Grid
- Replication on Grid
- Replication Techniques in Data Grid
- Conclusion
- References
- On Cloud Computing Security Issues
- Introduction
- Related Works
- Cloud Computing
- Cloud Computing Issues
- Security in Cloud Computing
- Goals in Cloud Computing
- Cloud Computing Security Issues
- Security Approach in Cloud Computing Security Issues
- Conclusion
- References
- Author Index
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