Intelligent Information and Database Systems

Name: Intelligent Information and Database Systems | 4th Asian Conference, ACIIDS 2012, Kaohsiung, Taiwan, March 19-21, 2012, Proceedings, Part II
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4th Asian Conference, ACIIDS 2012, Kaohsiung, Taiwan, March 19-21, 2012, Proceedings, Part II

Jeng-Shyang Pan Shyi-Ming Chen Ngoc-Thanh Nguyen(Herausgeber*in)

Springer (Verlag)

Erschienen am 14. März 2012

XX, 575 Seiten

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Inhalt

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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