Advanced Intelligent Computing Theories and Applications

Name: Advanced Intelligent Computing Theories and Applications | 7th International Conference, ICIC 2011, Zhengzhou, China, August 11-14, 2011. Revised Selected Papers
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7th International Conference, ICIC 2011, Zhengzhou, China, August 11-14, 2011. Revised Selected Papers

De-Shuang Huang Yong Gan Phalguni Gupta M. Michael Gromiha(Herausgeber*in)

Springer (Verlag)

Erschienen am 5. Januar 2012

XXIII, 729 Seiten

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Inhalt

Title Page
Preface
ICIC 2011 Organization
Table of Contents
Intelligent Computing in Scheduling
An Effective Artificial Bee Colony Algorithm for Multi-objective Flexible Job-Shop Scheduling Problem
Introduction
Problem Statement
The Artificial Bee Colony Algorithm
ABC for Multi-objective FJSP
Encoding and Decoding
Population Initialization
Crossover and Mutation in the Employed Bee Phase
Local Search Based on Critical Path in the Onlooker Bee Phase
The Updating Mechanism of Population in the Scout Bee Phase
Simulation and Comparison
Conclusion
References
An Estimation of Distribution Algorithm for the Flexible Job-Shop Scheduling Problem
Introduction
Problem Description
Estimation of Distribution Algorithm
EDA for FJSP
Solution Representation
Probability Model and Updating Mechanism
Local Search Based on Critical Path
Procedure of EDA for FJSP
Simulation and Comparison
Conclusion
References
A Modified Inver-over Operator for the Traveling Salesman Problem
Introduction
Basic Inver-over Operator
Modified Inver-over Operator
Experimental Results
Conclusions
References
A Novel Multi-objective Particle Swarm Optimization Algorithm for Flow Shop Scheduling Problems
Introduction
Paper Preparation
Description of Mopsocd_BL
The Coding of Mopsocd_BL
Evaluation of Solutions
Evolutionary Mechanism of Mopsocd_BL
The Procedure of Mopsocd_BL Algorithm
Simulation and Analysis
Conclusion
References
Minimizing the Total Flow Time for Lot Streaming Flow Shop Using an Effective Discrete Harmony Search Algorithm
Introduction
Problem Statement
A Discrete Harmony Search Algorithms for LSFP
Solution Representation
Initialization of the Parameters
Initialization of Harmony Memory
Improvisation
Local Search for LSFP
The Procedure of DHS Algorithm
Experiment Results and Comparisons
Conclusions
References
Two Techniques to Improve the NEH Algorithm for Flow-Shop Scheduling Problems
Introduction
NEH Algorithm and Taillard's Technique
Improvement of the NEH Algorithm
Block Property and Its Development
Tie-break Issue and Rules
Improved NEH Algorithm
Experimental Results
Conclusions
References
Flexible Job Shop Scheduling Using a Multiobjective Memetic Algorithm
Introduction
Literature Review
Proposed Multiobjective Memetic Algorithm
Chromosome Encoding and Decoding
Reproduction
Local Search
Initial Population and Stopping Criterion
Experiments and Results
Benchmark Problem Instances and Algorithms
Parameter Setting and Problem Analysis
Performance Comparison
List of Non-dominated Solutions
Conclusions and Future Work
References
A Genetic Algorithm for the Economic Lot Scheduling Problem under Extended Basic Period Approach and Power-of-Two Policy
Introduction
Problem Formulation
Genetic Algorithm
Computational Results
Low Utilization Problems
High Utilization Problems
Conclusions
References
A Multi-objective Hybrid Discrete Harmony Search Algorithm for Lot-Streaming Flow Shop Scheduling Problem
Introduction
LFSP Problem Formulation
Basic HS Algorithm
The Multi-objective Discrete Harmony Search Algorithm
Harmony Memory Initialization
Improvement Schemes
Local Search Algorithm
Experimentations and Results
Comparison of MDHS, MDHSI and NEH Algorithms
Effect of HMCR
Conclusions
References
A Dynamic Berth Allocation Problem with Priority Considerations under Stochastic Nature
Introduction
Stochastic Dynamic Berth Allocation with Priorities (SDBAP)
Genetic Algorithm
Artificial Bee Colony Algorithm
Hybridization with Local Search
Numerical Study: Exponential Service and Interarrival Times
Conclusions
References
A DE Based Variable Iterated Greedy Algorithm for the No-Idle Permutation Flowshop Scheduling Problem with Total Flowtime Criterion
Introduction
Iterated Greedy Algorithm
Variable IG with Differential Evolution Algorithm
Computational Results
Conclusions
References
Minimizing the Total Flowtime Flowshop with Blocking Using a Discrete Artificial Bee Colony
Introduction
The Blocking Flow Shop Scheduling Problem
The Presented DABC
Initialize the Population of the Proposed DABC Algorithm
Employed Bee Stage
Onlooker Bee Stage
Scout Bee Stage
Local Search
Computational Result Comparisons
Conclusions
References
Local Feature Descriptors for Image Processing and Recognition
Texture Image Classification Using Complex Texton
Introduction
Complex Response 8
Experimental Results
Conclusion
References
A Perceptually Motivated Morphological Strategy for Shape Retrieval
Introduction
Human Perceptual Custom
Morphological Strategy for Simulating Human Perception
Mathematical Morphology
Morphological Strategy
Incorporating Perceptual Retrieval Results
Experiments
Conclusions
References
Theories and Applications of LBP: A Survey
Introduction
Local Binary Pattern
Improvements on Texture Classification
LBPriu2/VAR
Completed LBP
Dominant LBP
Improvements on Face Recognition
Face Description with LBP
LBP Combined with Gabor Information
Volume LBP
High-Order LBP
3-Valued LBP
Other Improvements
Other Applications
Conclusions
References
Combinatorial and Numerical Optimization
Vibration Control of a Vehicle Using Hybrid Genetic Algorithm
Introduction
Half Car with Passengers Seat Suspension
Formulating the Equations of Motion
Road Conditions for Road Excitation Input
Optimization Problem
Solution Methodology
RRDC Approach
Computational Results and Discussion
Conclusion
References
Dynamics of a Two Prey One Predator Fishery with Low Predator Density
Introduction
Formulation of the Model
Stability Analysis
Local Stability Analysis
Optimal Harvesting Policy
Dynamic Optimization
Numerical Examples
Discussion
References
Natural vs. Unnatural Decomposition in Cooperative Coevolution
Introduction
Cooperative Coevolution
Existing Analysis
Collaboration Methods
Experiment Methods
Optimization Problems
Problem Decomposition
Evolutionary Characteristics
Experimental Results
Natural versus Blind Decomposition
Coarse versus Fine Decomposition
Conclusions
References
A Method to Improve Performance of Heteroassociative Morphological Memories
Introduction
Pretreatment
Memory Stage
Recall Stage
Experiment
Conclusion
References
A Restrained Optimal Perturbation Method for Solving the Inverse Problem in Reverse Process of Convection Diffusion Equation
Introduction
A Restrained Optimal Perturbation Method
Finite Difference Method and the Application of Restrained Optimal Perturbation Method
Numerical Experiments
Example 1
Example 2
Conclusion
References
Overdetermined Blind Source Separation by Gaussian Mixture Model
Introduction
Basics of Overdetermined Blind Source Separation
Gradient Equation
Iterative Method to Solve the Gradient Equation
Gaussian Mixture Model
Simulations
Conclusion
References
New Chosen Ciphertext Secure Public Key Encryption in the Standard Model with Public Verifiability
Introduction
Preliminaries
Definition of Public Key Encryption
Security Notion for Public Key Encryption
Bilinear Pairings
Target Collision Resistant Hash Function
Complexity Assumption
Our Proposed Scheme
Scheme
Correctness
Security
Conclusions
References
Lazy Learning for Multi-class Classification Using Genetic Programming
Introduction
Proposed Methodology
Results
Conclusion
References
Machine Learning Theory and Methods
Actor-Critic Algorithm Based on Incremental Least-Squares Temporal Difference with Eligibility Trace
Introduction
Incremental AC Learning Based on TD
AC Learning Based on iLSTD(?)
iLSTD(?)
AC Algorithm Based on iLSTD(?)
Simulation Study
Conclusion
References
Active and Passive Nearest Neighbor Algorithm: A Newly-Developed Supervised Classifier
Introduction
Active and Passive Nearest Neighbor Algorithm
Local Passive $k^ th$-Order Nearest Neighbors
The Calculation of Active Nearest Neighbor Factor
The Calculation of Passive Nearest Neighbor Factors
Predicting the Class of $D$
Experiment and Evaluation
Conclusion
References
Support Vector Machines for User-Defined Sheets Recognition in Complex Environment
Introduction
Related Work
Feature Representation of User-Defined Sheet
SVM Classification
Experiments and Results
Conclusion
References
A New Multi-swarm Multi-objective Particle Swarm Optimization Based on Pareto Front Set
Introduction
A Brief Description of Multi-objective Particle SwarmOptimization
Dynamic Multi-swarm Multi-objective Particle Swarm Optimization
Comparison between the Proposed Method and Other Multi-objective Optimization Methods
Test Problems
Performance Metrics
Conclusion
References
Interval Type-2 Fuzzy Markov Chains: Type Reduction
Introduction and Motivation
Basic Definitions of Interval Type-2 Fuzzy Markov Chains
Computing the IT2 Fuzzy Limiting Distribution
Type Reduction of an Interval Type-2 Fuzzy Markov Chain
Application Examples
First Example: 5 X 5 IT2FM
Second Example: 8 X 8 IT2FM
Concluding Remarks
References
A Multi-agent Reinforcement Learning with Weighted Experience Sharing
Introduction
Q-Learning
Our Proposed Approach to Multi-agent Reinforcement Learning Sharing
Weighted Experience Sharing
Simulation and Results
Analysis of Results
Conclusion and Future Work
References
Asymmetric Constraint Optimization Based Adaptive Boosting for Cascade Face Detector
Introduction
Related Works
AcoBoost Used for Training the Cascade Face Detector
How Does AcoBoost Work?
AcoBoost and WeakSelect
How to Set Up Parameters for WeakLearn ?
Experiments
Training Single Node Face Detectors
Training AcoBoost Based Cascade Face Detectors
Conclusion and Future Work
References
Translation Model of Myanmar Phrases for Statistical Machine Translation
Introduction
Phrase-Based Translation Model
N-gram Based Phrases Extraction from Corpus
Problems in Baseline System
Analysis of Myanmar Languge
Morphological Analysis for Proposed Translation Model
Proposed System
Syntactic Structure of Myanmar Sentence for Verb Phrase Detection
Translation Results
Results
Conclusion
References
A Multi-objective Genetic Optimization Technique for the Strategic Design of Distribution Networks
Introduction
The Distribution Network: Model and Design
The Novel Multi-objective Constrained Optimization Genetic Algorithm
The Genetic and the Linear Approach to DN Design
The Optimal Strategic Design of the DN Case Study
Conclusions
References
Intelligent Control and Automation
Ordinal Optimization-Based Multi-energy System Scheduling for Building Energy Saving
Introduction
Problem Formulation
Solution Methodology
Numerical Results
Conclusions
References
Three Levels Intelligent Incident Detection Algorithm of Smart Traffic in the Digital City
Introduction
Smart Traffic System
Design of Three Levels Intelligent Incident Detection Algorithm
Neural Network Detection Algorithm Based on BP
Small Flow Incident Detection Algorithm
Multiobjective Incident Detection Algorithm
Analysis of Simulation and Experiment
References
PID Controller Tuning Using Multi-objective Optimization Based on Fused Genetic-Immune Algorithm and Immune Feedback Mechanism
Introduction
Principles of Genetic-Immune PID Controller
Immune Feedback Mechanism
PID Tuning Based on Genetic-Immune Algorithm
Simulations and Discussions
Conclusions
References
Based on Analyzing Closeness and Authority for Ranking Expert in Social Network
Introduction
Related Work
Social Network Structure
Preview of Expert Finding Approaches
Expert Ranking Algorithm
Relevancy of Experts with Topics
Generation Social Graph Model
Ranking Approach
Ranking Algorithm
Analyzing Time and Space Complexity of Our Algorithm
Finding the Expert on a Given Topic
Conclusion
References
The Effects of Forex Intervention: A Simultaneous Equations Model
Introduction
Statistics and Methodology
Results and Discussion
Estimation of Reaction Function
Estimation of Intervention Effects
Conclusion
References
A New Method of Underground Radio Noise Distribution Measure
Introduction
Measurement Principle
Basic Concepts
Measurement Principle
Measurement Procedure
Measurement Place
Measurement Procedure
Measurement Data Processing
Conclusions
References
Fuzzy PI Controller for Grid-Connected Inverters
Introduction
Proposed Grid-Connected Control Strategy
Design FLC for PI Current Controller
Fuzzification
Rule-Base
Defuzzification
Simulation Results
Conclusion
References
Improvement of Path Planning in Mobile Beacon Assisted Positioning
Path Planning
Static Path Planning
Dynamic Path Planning
Beacon Model
Heuristic Dynamic Path Planning
The Information Collected
The Direction Decision
The Mobile Beacon Node
Simulation
Localization Success Rate
References
A Comprehensive Study on IEC61850 Process Bus Architecture and Spit Bus Based Differential Protection
Introduction
IEC61850 Process Bus Architecture
Communication Stack
Current Differential Algorithm for Busbar Protection
Split Busbar Based Protection Scheme
Physical Splitting
Logical Splitting
Performance Study
Conclusion
References
Sliding Mode Observer Based Anti-Windup PI Speed Controller for Permanent Magnet Synchronous Motors
Introduction
PMSM Model and Vector Control
Anti-Windup PI Control Scheme
Anti-Windup PI Control with Dead Zone
Conditioned Anti-Windup PI Control
Anti-Windup PI Tracking Control
Anti-Windup PI Tracking Control with Gain
Sliding Mode Observer Design
Simulations
References
Knowledge Representation/Reasoning and Expert Systems
Probe into Principle of Expert System in Psychological Warfare
Introduction
Psychological Warfare
Artificial Intelligence
The Combination of PW and AI-ESPW Based on Production Rule
Acquisition of PW Domain Knowledge
PW Expert Knowledge
Knowledge Engineer
Combination of PW Experts and Knowledge Engineers
Rule Set, Truth Base and Deduce Tree in PW Expert System
Basic Production Rule
The Construction of Rule Set
The Construction of Fact Database
The Design of Knowledge Tree
Key Technology in ESPW-Reason Machine and Integration Principle
Reason Machine
Negative Direction Reasoning Method-Depth First Search in Reason Machine
Integration Technology of Function Module
Experiment of Simulation
Describing the Model of Morale Simulation
Morale Simulation
Conclusion
References
Structural Fault Diagnosis of Rotating Machinery Based on Distinctive Frequency Components and Support Vector Machines
Introduction
Distinctive Frequency Components (DFCs) of Structural Faults
Intelligent Diagnosis Based on SVMs
Support Vector Machines (SVMs)
Intelligent Diagnosis Based on DFCs and SVMs
Application to Experiment
Experimental System
Extraction of DFCs
Diagnosis Classification
Conclusion
References
Comparative Research on Methodologies for Domain Ontology Development
Introduction
Review of Methodologies for Ontology Development
Uschold and King Methodology for Ontology Development
Grüninger and Fox Methodology for Ontology Development
Methontology Methodology for Ontology Development
Comparative Analysis of Three Methodologies for Ontology Development
Conclusion
References
The Comparison between Histogram Method and Index Method in Selectivity Estimation
Introduction
Selectivity Estimation
Histogram
Selectivity Estimation on Index
Comparison between Histogram Method and Index Method
Conclusion
References
Semantic Pattern-Based User Interactive Question Answering: User Interface Design and Evaluation
Introduction
Guide-Based and Recommendation-Based User Interfaces
Evaluation and Experiments
Conclusion
References
PSO Based Wireless Sensor Networks Coverage Optimization on DEMs
Introduction
Particle Swarm Optimization
WSNs Coverage Optimization
PSO Based Coverage Optimization
Simulation Experiments
Conclusions
References
Real-Time Speech Recognition in a Multi-talker Reverberated Acoustic Scenario
Introduction
The Multi-channel DSP Front-End
Real-Time System Implementation
The Multi-channel DSP Front-End
Automatic Speech Recognition Engine
Computer Simulations
Experimental Results
Conclusions
References
Network Security Situation Assessment Based on HMM
Introduction
HMM-Based Security Situation Assessment Model
Experimental Results
Conclusion
References
Intelligent Computing in Pattern Recognition
Face Recognition Based on Rearranged Modular 2DPCA
Introduction
PCA Variants
Modular PCA
Sub-pattern Based PCA
The Proposed Algorithm
Rearranged Modular 2DPCA (Rm2DPCA)
Experiments
Results on ORL Database
Results on Yale Database
Results on PIE Database
Conclusion
References
Face Recognition from Visible and Near-Infrared Images Using Boosted Directional Binary Code
Introduction
The Dual Camera System
The Method
Directional Binary Code
Cascade of Boosted DBC
Fusion
Experimental Results
Conclusions
References
A Systematic Algorithm for Fingerprint Image Quality Assessment
Introduction
The Fingerprint Image Quality Specifications and the Estimate Method
The Size of the Foreground Area
The Dryness and the Wetness of the Fingerprint
The Orientation Coherence of the Foreground
The Captured Image Position
The Penalty Score of the Background
The Final Score of the Whole Fingerprint Image
Experiment
Conclusion
References
Texture Classification Based on Contourlet Subband Clustering
Introduction
Proposed Texture Classification Method
Feature Extraction by c-Means Clustering on Contourlet Subbands
Texture Classification with a k-Nearest-Neighbor Classifier
Experimental Results
Classification Performance and Comparison
Discussions on Computational Cost
Conclusions
References
An Iris Recognition Approach with SIFT Descriptors
Introduction
Iris Image Preprocessing
Iris Texture Pattern Representation and Iris Matching
Computation of SIFT Descriptor
Iris Texture Modeling and Iris Matching
Experiments
Iris Databases
Experimental Results
Conclusion
References
A New Wood Recognition Method Based on Gabor Entropy
Introduction
Gabor Features Extracting
Representation of Gabor Wavelet
Image Features Defined on Gabor
Experiments and Analysis
Preparing of Wood Specimen and Normalization
Selection of Scale and Orientation
Contrast of Different Statistics Features
Conclusions
References
Age Estimation of Facial Images Based on a Super-Resolution Reconstruction Algorithm
Introduction
Super-Resolution Reconstruction Algorithm
Integration of Local Classifiers
Experiments
Conclusion
References
A Wearable Physical Activity Sensor System: Its Classification Algorithm and Performance Comparison of Different Sensor Placements
Introduction
A Wearable Physical Activity Sensor System
Physical Activity Classification Algorithm
Experimental Results
Experimental Procedures
Experimental Results
Conclusions
References
Towards Adaptive Classification of Motor Imagery EEG Using Biomimetic Pattern Recognition
Introduction
Methods
Adaptive Scheme
Choices of Operators
Experiments and Results
Conclusion
References
Intelligent Computing in Image Processing
Comparison of Scalable ACC and MC-CDMA for Practical Video Fingerprinting Scheme
Introduction
Related Work
SACC (Scalable Anti-Collusion Code) Scheme
MC-CDMA (Multi-Carrier Code Division Multiple Access) Scheme
Performance Measure for Video Fingerprinting Schemes
Perceptual Quality Measure
Computational Complexity Measure
Collusion Attacks Including LCCA
Experimental Results
Comparison of Perceptual Imaging Quality (Distortion) After Collusion
Comparison of Computational Complexity
Comparison of Collusion Identification Performance
Conclusion
References
Fast Single Image Super-Resolution by Self-trained Filtering
Introduction
Self-trained Filtering Based Supre-Resolution
Experiments
Conclusion
References
High-Performance Video Based Fire Detection Algorithms Using a Multi-core Architecture
Introduction
Background Information
Case Study: Fire Detection Algorithms
The Reference Multi-core Architecture
Methodology
System Parameters
Evaluation Metrics
Parallel Implementation of Fire Detection Algorithms
Experimental Results
Execution Time
Energy Efficiency
Conclusion
References
Plant Classification Based on Multilinear Independent Component Analysis
Introduction
Overview of Multilinear Algebra
Multilinear ICA
Plant Classification Based on MICA
Conclusions
References
Knowledge Based Agent for Intelligent Traffic Light Control - An Indian Perspective
Introduction
State of Art
Intrusive Detectors
Non-intrusive Detectors
System Architecture
Traffic Simulator
Agents
Traffic Data
Knowledge Base
Traffic Control Rules and Inference
Experimental Result Analysis for Four Junctions Road Network
Average Waiting Time
Average and Maximum Waiting Cars When Different Rules Are Applied
Road Utilization
Conclusion
References
Mass Segmentation in Mammograms Based on Improved Level Set and Watershed Algorithm
Introduction
Methodology
Theories
The Proposed Mass Segmentation Algorithm
Experiment and Results
Conclusion
References
Unsupervised Texture Segmentation Algorithm Based on Novel Scale Exponent Features
Introduction
Estimation of Fractal Dimensions
Estimation of Fractal Dimensions for Textures
Texture Segmentation
Experimental Results
Conclusions
References
Face Aging Simulation Based on NMF Algorithm with Sparseness Constraints
Introduction
NMF with Sparseness Constraints
Face Aging Simulation Based on NMF with Sparseness Constraints
Improved Prototype Method
Criteria for Performance Evaluation
Experiment and Result
Conclusions
References
Intelligent Computing in Computer Vision
Robotic Wheelchair Moving with Caregiver Collaboratively
Introduction
Overview of Our Robotic Wheelchair System
Tracking a Caregiver
Controlling a Wheelchair
Experimental Result
Trials for Stability Improvement
Conclusion
References
Exploration Strategy Related Design Considerations of WSN-Aided Mobile Robot Exploration Teams
Introduction
Related Work
A WSN-Aided Mobile Robot Exploration Team
Exploration Strategies of WSN-Aided Mobile Robot Exploration Teams
Conclusions
References
A New Background Subtraction Method Using Texture and Color Information
Introduction
Local Binary Pattern (LBP)
Basic LBP
LBP Uniform Pattern
Background Subtraction Based on a Combination of Improved LBP Texture and Color Information
Local LBP Texture and Local Hue Information
Background Modeling, Updating and Foreground Extracting
Experiments and Analysis
Conclusions
References
Design and Implementation of Edge Detection Algorithm Using Digital Signal Controller (DSC)
Introduction
Edge Detection
Hardware Implementation
Conclusion
References
Long-View Player Detection Framework Algorithm in Broadcast Soccer Videos
Introduction
Framework Description
Playfield Area Extraction
Shot Type Classification
Long-View Player Detection
Experimental Study
Conclusion and Future Work
References
Building Face Reconstruction from Sparse View of Monocular Camera
Introduction
Building Detection Summarization
Line Segment Detection
Reducing the Low Contrast Lines
MSAC-Based Detection of Dominant Vanishing Points
Horizontal Vanishing Point Detection
Separation of the Planes as the Faces of Building
Multi-view Geometry
Camera Model
Feature Extraction and Matching
Camera Matrix
Linear Triangulation
Experiments
Conclusions
References
Urban Traffic Monitoring System
Introduction
Background Subtraction and Density Flow
Defining the Observed-Region
Background Subtraction Method
Calculate the Density Flow of Traffic
KLT Tracker and Velocity Flow
Calculate the Average Velocity Flow of Traffic
Detect Breaking-Law Vehicles
Clustering Features and Count Vehicles in Flow
Clustering Motion Features and Optimize Localization
How to CountVvehicles on the Street
Experiment and Results
Conclusion
References
A Gesture Recognition System Using One-Pass DP Method
Introduction
A Gesture Recognition System
Skin a Area Segmentation and Motion Estimation
Motion Element and Template and One-Pass DP
Gesture Recognition Experiments
Conclusion
References
Hand Gesture Tracking and Recognition System for Control of Consumer Electronics
Introduction
Hand Tracking Using Lucas-Kanade Algorithm
Dynamic Gesture Recognition
Hand Region Segmentation
Results and Discussion
References
Biometrics with Applications to Individual Security/Forensic Sciences
No-Reference Image Quality Assessment for Facial Images
Introduction
Related Work
Traditional Model
Error Visibility Framework
No-Reference Evaluation of Blur and Noise Distortions
Proposed No-Reference Quality Metric
Eye Detection
Sharpness
Noise
Contrast
Luminance
Quality Metric
Experimental Results
Conclusion
References
Palmprint Based Recognition System Using Local Structure Tensor and Force Field Transformation
Introduction
Force Field Transformation
Local Structure Tensor
Proposed System
Palmprint Enhancement
Feature Extraction
Matching
Experimental Results
Verification Experiment
Identification Experiment
Conclusions
References
Modified Geometric Hashing for Face Database Indexing
Introduction
Geometric Hashing
Indexing 2D Faces
Experiments Results
Conclusion
References
Modeling, Theory, and Applications of Positive Systems
Globe Robust Stability Analysis for Interval Neutral Systems
Introduction
Problem Statement
Main Results
An Example
Conclusions
References
Exponential Stability of Nonlinear Switched Delay Systems
Introduction
Preliminaries
Main Results
Example
Conclusions
References
Sparse Manifold Learning Methods and ASpplications
Mass Classification with Level Set Segmentation and Shape Analysis for Breast Cancer Diagnosis Using Mammography
Introduction
Level Set Segmentation of Masses
Feature Extraction
Experiment Results
Conclusion
References
The Connections between Principal Component Analysis and Dimensionality Reduction Methods of Manifolds
Introduction
Connections between Manifolds Learning Methods and PCA
ISOMAP and PCA
LLE and PCA
Laplacian Eigenmap and PCA
Discussions
References
Step Length Adaptation by Generalized Predictive Control
Introduction
GPCES
Experiments and Discussion
Testing Functions and Existing Algorithms for Comparision
Comparisons Results
Conclusion and Future Work
References
An Video Shot Segmentation Scheme Based on Adaptive Binary Searching and SIFT
Introduction
The Framework and Procedure of Our Algorithm
Uneven Blocking Mechanism
Adaptive Binary Search
The Re-detection Based on SIFT Feature Matching
Experiments and Results
Conclusion
References
Advances in Intelligent Information Processing
Memristors by Quantum Mechanics
Introduction
Purpose
Theory
QM Restrictions
QED Confinement
QED Photons and Rate
QED Photons, Excitons, and Charge
Charging by QM
Application
HP Memristor
Summary and Conclusions
References
Generating Test Data for Both Paths Coverage and Faults Detection Using Genetic Algorithms
Introduction
Mathematical Model
Decision Variable
Constraint Formulation
Objectives Formulation
Mathematical Model of Optimization Problem
Generation of Teat Data Using Genetic Algorithms
Weighted Accumulation Objective
Constraint Handling
Steps of Proposed Algorithm
Experiments
Experiment Settings
Faults Identification
Comparison of Different Methods
Conclusion
References
MMW Image Reconstruction Combined NNSC Shrinkage Technique and PDEs Algorithm
Introduction
The NNSCS Algorithm
The PDES Algorithm
Analysis of Experimental Results
Analysis of Experimental Results
References
Construction of Embedded Ethernet Based on MCF52259
Introduction
Hardware Design of Ethernet Module
Software Design of Ethernet Driver
EPHY Initialization
FEC Initialization
Transmission and Reception of Frame
Test of Ethernet Module
Conclusion
References
Image Magnification Method Based on Linear Interpolation and Wavelet and PDE
Introduction
Proposed Method
Experimental Results
Conclusions
References
Research of Detecting Mixed Flammable Gases with a Single Catalytic Sensor Based on RBF Neural Network
Introduction
Thermostatic Detection of Mixed Gases at Multiple Points with a Single Catalytic Sensor
RBF Neural Network Structure and Algorithm
K-Means Clustering Algorithm
Supervised Learning Algorithm
Experimental Results
Conclusion
References
Palm Recognition Using Fast Sparse Coding Algorithm
Introduction
The FSC Algorithm
The Cost Function
Updating Bases Using the Lagrange Dual
FSC Framework for Image Data
Results of Palmprint Recognition
Conclusion
References
Speaker Recognition Based on Principal Component Analysis and Probabilistic Neural Network
Introduction
Feature Extraction
PCA Dimension Reduction Technology
Speaker Recognition Based on PNN
Principle of PNN
Principle of the Combination of PCA and PNN
Simulation Experiment
Conclusion
References
Benchmarking Data Mining Methods in CAT
Introduction
Methods
Data Gathering and Preprocessing
Item Response Theory - Item Difficulty
Normal Distribution and Selection of Activation Function for Classifiers
ANN Classification
SVMs Classification
ANFIS Classification
Experimental Results
Discussion
Conclusion
References
Author Index

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