Emerging intelligent computing technology and applications : with aspects of artificial intelligence : 5th International Conference on Intelligent Computing, ICIC 2009, Ulsan, South Korea, September 16-19, 2009 : proceedings

This book - in conjunction with the volume LNCS 5754 - constitutes the refereed proceedings of the 5th International Conference on Intelligent Computing, ICIC 2009, held in Ulsan, South Korea in September 2009. The 214 revised full papers of these two volumes were carefully reviewed and selected from a total of 1082 submissions. The papers of this volume are organized in topical sections on Neural Networks, Evolutionary Learning & Genetic Algorithms, Granular Computing & Rough Sets, Fuzzy Theory and Models, Fuzzy Systems and Soft Computing, Swarm Intelligence and Optimization, Supervised & Semi-supervised Learning, Kernel Methods and Supporting Vector Machines, Combinatorial & Numerical Optimization, Systems Biology and Computational Biology, Neural Computing and Optimization, Knowledge Discovery and Data Mining, Artificial Life and Artificial Immune Systems, Ensemble Methods, Machine Learning Theory and Methods, Biological and Quantum Computing, Intelligent Computing in Pattern Recognition, Dynamic Spectrum Sharing Systems, New Particle Swarm Optimization and Its Applications, Intelligent Signal Processing for Interactive Brain-Machine-Interfacing, Advances in Intelligent Information Processing, Computational Intelligence in Bioinformatics and Systems Biology, Network-based Intelligent Technologies, and 2D vs 3D Intelligent Biometric and Face Recognition Techniques. Front Matter....Pages - An Ensemble of Neural Networks for Stock Trading Decision Making....Pages 1-10 A SOM Based Stereo Pair Matching Algorithm for 3-D Particle Tracking Velocimetry....Pages 11-20 Spiking Neural Network Performs Discrete Cosine Transform for Visual Images....Pages 21-29 Spam Detection Based on a Hierarchical Self-Organizing Map....Pages 30-37 The Analysis of the Energy Function of Chaotic Neural Network with White Noise....Pages 38-47 The Classification of a Simulation Data of a Servo System via Evolutionary Artificial Neural Networks....Pages 48-54 A New Source and Receiver Localization Method with Erroneous Receiver Positions....Pages 55-63 Interactive Genetic Algorithms with Variational Population Size....Pages 64-73 A Unified Direct Approach to Image Registration and Object Recognition with a Hybrid Evolutionary Algorithm....Pages 74-84 Two Step Template Matching Method with Correlation Coefficient and Genetic Algorithm....Pages 85-90 A Framework on Rough Set-Based Partitioning Attribute Selection....Pages 91-100 On Multi-soft Sets Construction in Information Systems....Pages 101-110 Knowledge Representation and Consistency Checking in a Norm-Parameterized Fuzzy Description Logic....Pages 111-123 Using Intelligent System for Reservoir Properties Estimation....Pages 124-133 Fuzzy Support Vector Classification Based on Fuzzy Optimization....Pages 134-143 An FIS for Early Detection of Defect Prone Modules....Pages 144-153 Variable Precision Concepts and Its Applications for Query Expansion....Pages 154-165 The Application of Intuitionistic Fuzzy Theory in Radar Target Identification....Pages 166-173 On the Robustness of Type-1 and Type-2 Fuzzy Tests vs. ANOVA Tests on Means....Pages 174-183 Combining Global Model and Local Adaptive Neuro-Fuzzy Network....Pages 184-189 On Some Properties of Generalized Symbolic Modifiers and Their Role in Symbolic Approximate Reasoning....Pages 190-208 A New Differential Evolution Algorithm with Random Mutation....Pages 209-214 An Improved Harmony Search Algorithm for the Location of Critical Slip Surfaces in Slope Stability Analysis....Pages 215-222 An Improved PSO Algorithm Encoding a priori Information for Nonlinear Approximation....Pages 223-231 Multi-objective Oriented Search Algorithm for Multi-objective Reactive Power Optimization....Pages 232-241 Combined Discrete Particle Swarm Optimization and Simulated Annealing for Grid Computing Scheduling Problem....Pages 242-251 Profile Based Algorithm to Topic Spotting in Reuter21578....Pages 252-257 Training Neural Networks for Protein Secondary Structure Prediction: The Effects of Imbalanced Data Set....Pages 258-265 Rough Set Theory in Pavement Maintenance Decision....Pages 266-275 Using Control Theory for Analysis of Reinforcement Learning and Optimal Policy Properties in Grid-World Problems....Pages 276-285 Adaptive Chaotic Cultural Algorithm for Hyperparameters Selection of Support Vector Regression....Pages 286-293 Application of a Case Base Reasoning Based Support Vector Machine for Financial Time Series Data Forecasting....Pages 294-304 Cost-Sensitive Supported Vector Learning to Rank Imbalanced Data Set....Pages 305-314 A Biologically Plausible Winner-Takes-All Architecture....Pages 315-326 Minimum Sum-of-Squares Clustering by DC Programming and DCA....Pages 327-340 An Effective Hybrid Algorithm Based on Simplex Search and Differential Evolution for Global Optimization....Pages 341-350 Differential Evolution with Level Comparison for Constrained Optimization....Pages 351-360 Tactical Aircraft Pop-Up Attack Planning Using Collaborative Optimization....Pages 361-370 Stereo Vision Based Motion Parameter Estimation....Pages 371-380 Binary Sequences with Good Aperiodic Autocorrelations Using Cross-Entropy Method....Pages 381-385 Agent Based Modeling of Atherosclerosis: A Concrete Help in Personalized Treatments....Pages 386-396 MotifMiner: A Table Driven Greedy Algorithm for DNA Motif Mining....Pages 397-406 A New Method of Morphological Associative Memories....Pages 407-416 A New Method of Color Map Segmentation Based on the Self-organizing Neural Network....Pages 417-423 A Quantum Particle Swarm Optimization Used for Spatial Clustering with Obstacles Constraints....Pages 424-433 Fuzzy Failure Analysis of Automotive Warranty Claims Using Age and Mileage Rate....Pages 434-439 A Fuzzy-GA Wrapper-Based Constructive Induction Model....Pages 440-449 Warning List Identification Based on Reliability Knowledge in Warranty Claims Information System....Pages 450-457 Cluster Analysis and Fuzzy Query in Ship Maintenance and Design....Pages 458-467 A Semantic Lexicon-Based Approach for Sense Disambiguation and Its WWW Application....Pages 468-477 The Establishment of Verb Logic and Its Application in Universal Emergency Response Information System Design....Pages 478-491 An AIS-Based E-mail Classification Method....Pages 492-499 A New Intrusion Detection Method Based on Antibody Concentration....Pages 500-509 Research of the Method of Local Topography Rapid Reconstructed....Pages 510-516 A Novel User Created Message Application Service Design for Bidirectional TPEG....Pages 517-526 An Empirical Study of the Convergence of RegionBoost....Pages 527-535 Towards a Better Understanding of Random Forests through the Study of Strength and Correlation....Pages 536-545 Learning Hereditary and Reductive Prolog Programs from Entailment....Pages 546-555 A Novel Local Sensitive Frontier Analysis for Feature Extraction....Pages 556-565 Locality Preserving Discriminant Projections....Pages 566-572 Retracted: Using Bayesian Network and AIS to Perform Feature Subset Selection....Pages 573-580 Construction of the Ensemble of Logical Models in Cluster Analysis....Pages 581-590 Ordinal Regression with Sparse Bayesian....Pages 591-599 GLRT Based Fault Detection in Sensor Drift Monitoring System....Pages 600-609 A Support System for Making Archive of Bi-directional Remote Lecture – Photometric Calibration –....Pages 610-617 Conflict-Free Incremental Learning....Pages 618-626 Supervised Isomap for Plant Leaf Image Classification....Pages 627-634 Integration of Genomic and Proteomic Data to Predict Synthetic Genetic Interactions Using Semi-supervised Learning....Pages 635-644 A Method of Plant Leaf Recognition Based on Locally Linear Embedding and Moving Center Hypersphere Classifier....Pages 645-651 Survey of Gait Recognition....Pages 652-659 Fingerprint Enhancement and Reconstruction....Pages 660-669 A Level Set Based Segmentation Method for Images with Intensity Inhomogeneity....Pages 670-679 Analysis of Enterprise Workflow Solutions....Pages 680-687 Cooperative Spectrum Sensing Using Enhanced Dempster-Shafer Theory of Evidence in Cognitive Radio....Pages 688-697 A Secure Distributed Spectrum Sensing Scheme in Cognitive Radio....Pages 698-707 An Optimal Data Fusion Rule in Cluster-Based Cooperative Spectrum Sensing....Pages 708-717 Exact Bit Error Probability of Multi-hop Decode-and-Forward Relaying with Selection Combining....Pages 718-727 A Cooperative Transmission Scheme for Cluster Based Wireless Sensor Networks....Pages 728-737 A Packet Scheduling Algorithm for IEEE 802.22 WRAN Systems and Calculation Reduction Method Thereof....Pages 738-747 Study on Multi-Depots Vehicle Scheduling Problem and Its Two-Phase Particle Swarm Optimization....Pages 748-756 Image Segmentation to HSI Model Based on Improved Particle Swarm Optimization....Pages 757-765 Emotional Particle Swarm Optimization....Pages 766-775 Symbiotic Multi-swarm PSO for Portfolio Optimization....Pages 776-784 A Novel Particle Swarm Optimization with Non-linear Inertia Weight Based on Tangent Function....Pages 785-793 Particle Swarm Optimizer Based on Dynamic Neighborhood Topology....Pages 794-803 An Improved Two-Stage Camera Calibration Method Based on Particle Swarm Optimization....Pages 804-813 EMD Based Power Spectral Pattern Analysis for Quasi-Brain-Death EEG....Pages 814-823 Proposal of Ride Comfort Evaluation Method Using the EEG....Pages 824-833 Image Reconstruction Using NMF with Sparse Constraints Based on Kurtosis Measurement Criterion....Pages 834-840 A Cyanobacteria Remote Monitoring System....Pages 841-848 Study on Fault Diagnosis of Rolling Mill Main Transmission System Based on EMD-AR Model and Correlation Dimension....Pages 849-857 Analysis of Mixed Inflammable Gases Based on Single Sensor and RBF Neural Network....Pages 858-864 Image Segmentation of Level Set Based on Maximization of Between-Class Variance and Distance Constraint Function....Pages 865-874 Active MMW Focal Plane Imaging System....Pages 875-881 Application of RBF Network Based on Immune Algorithm in Human Speaker Recognition....Pages 882-889 Adaptive Immune Response Network Model....Pages 890-898 Researches on Robust Fault-Tolerant Control for Actuator Failures in Time-Varying Delay System....Pages 899-911 Design of a Single-Phase Grid-Connected Photovoltaic Systems Based on Fuzzy-PID Controller....Pages 912-919 Ontology-Based Decision Support for Security Management in Heterogeneous Networks....Pages 920-927 A Constrained Approximation Algorithm by Encoding Second-Order Derivative Information into Feedforward Neural Networks....Pages 928-934 Weighted Small World Complex Networks: Smart Sliding Mode Control....Pages 935-944 A Novel Method to Robust Tumor Classification Based on MACE Filter....Pages 945-954 Ensemble Classifiers Based on Kernel PCA for Cancer Data Classification....Pages 955-964 A Method for Multiple Sequence Alignment Based on Particle Swarm Optimization....Pages 965-973 Inference of Differential Equation Models by Multi Expression Programming for Gene Regulatory Networks....Pages 974-983 Function Sequence Genetic Programming....Pages 984-992 Speech Emotion Recognition Research Based on Wavelet Neural Network for Robot Pet....Pages 993-1000 Device Integration Approach to OPC UA-Based Process Automation Systems with FDT/DTM and EDDL....Pages 1001-1012 A SOA-Based Framework for Building Monitoring and Control Software Systems....Pages 1013-1027 Data Fusion Algorithm Based on Event-Driven and Minimum Delay Aggregation Path in Wireless Sensor Network....Pages 1028-1038 Handling Multi-channel Hidden Terminals Using a Single Interface in Cognitive Radio Networks....Pages 1039-1048 Network Construction Using IEC 61400-25 Protocol in Wind Power Plants....Pages 1049-1058 Stability and Stabilization of Nonuniform Sampling Systems Using a Matrix Bound of a Matrix Exponential....Pages 1059-1066 Implementation of Induction Motor Control System Using Matrix Converter Based on CAN Network and Dual-Port RAM....Pages 1067-1074 Fuzzy Data Fusion for Updating Information in Modeling Drivers’ Choice Behavior....Pages 1075-1084 Multi-view Ear Recognition Based on Moving Least Square Pose Interpolation....Pages 1085-1095 Experimental Comparison among 3D Innovative Face Recognition Frameworks....Pages 1096-1105 Retinal Vessel Extraction by a Combined Neural Network–Wavelet Enhancement Method....Pages 1106-1116 Erratum to: Using Bayesian Network and AIS to Perform Feature Subset Selection....Pages E1-E1 Back Matter....Pages - The International Conference on Intelligent Computing (ICIC) was formed to provide an annual forum dedicated to the emerging and challenging topics in artificial intelligence, machine learning, bioinformatics, and computational biology, etc. It aims to bring - gether researchers and practitioners from both academia and industry to share ideas, problems, and solutions related to the multifaceted aspects of intelligent computing. ICIC 2009, held in Ulsan, Korea, September 16-19, 2009, constituted the 5th - ternational Conference on Intelligent Computing. It built upon the success of ICIC 2008, ICIC 2007, ICIC 2006, and ICIC 2005 held in Shanghai, Qingdao, Kunming, and Hefei, China, 2008, 2007, 2006, and 2005, respectively. This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the p- ture of contemporary intelligent computing techniques as an integral concept that hi- lights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was “Emerging Intelligent Computing Technology and Applications.” Papers focusing on this theme were solicited, addressing theories, methodologies, and applications in science and technology.