Advances in Neural Networks - ISNN 2009 Pt. III: 6th International Symposium on Neural Networks, ISNN 2009 Wuhan, China, May 26-29, 2009 Proceedings, Part III

The three volume set LNCS 5551/5552/5553 constitutes the refereed proceedings of the 6th International Symposium on Neural Networks, ISNN 2009, held in Wuhan, China in May 2009. The 409 revised papers presented were carefully reviewed and selected from a total of 1.235 submissions. The papers are organized in 20 topical sections on theoretical analysis, stability, time-delay neural networks, machine learning, neural modeling, decision making systems, fuzzy systems and fuzzy neural networks, support vector machines and kernel methods, genetic algorithms, clustering and classification, pattern recognition, intelligent control, optimization, robotics, image processing, signal processing, biomedical applications, fault diagnosis, telecommunication, sensor network and transportation systems, as well as applications. Front Matter....Pages - A Modified Projection Neural Network for Linear Variational Inequalities and Quadratic Optimization Problems....Pages 1-9 Diversity Maintenance Strategy Based on Global Crowding....Pages 10-18 Hybrid Learning Enhancement of RBF Network Based on Particle Swarm Optimization....Pages 19-29 Chaos Cultural Particle Swarm Optimization and Its Application....Pages 30-40 Application of Visualization Method to Concrete Mix Optimization....Pages 41-48 A Novel Nonparametric Regression Ensemble for Rainfall Forecasting Using Particle Swarm Optimization Technique Coupled with Artificial Neural Network....Pages 49-58 A Revised Neural Network for Solving Quadratic Programming Problems....Pages 59-66 The Separation Property Enhancement of Liquid State Machine by Particle Swarm Optimization....Pages 67-76 A Class of New Large-Update Primal-Dual Interior-Point Algorithms for $\emph{P}_\ast(\kappa)$ Linear Complementarity Problems....Pages 77-87 A Novel Artificial Immune System for Multiobjective Optimization Problems....Pages 88-97 A Neural Network Model for Solving Nonlinear Optimization Problems with Real-Time Applications....Pages 98-108 Evolutionary Markov Games Based on Neural Network....Pages 109-115 Another Simple Recurrent Neural Network for Quadratic and Linear Programming....Pages 116-125 A Particle Swarm Optimization Algorithm Based on Genetic Selection Strategy....Pages 126-135 Structure Optimization Algorithm for Radial Basis Probabilistic Neural Networks Based on the Moving Median Center Hyperspheres Algorithm....Pages 136-143 Nonlinear Component Analysis for Large-Scale Data Set Using Fixed-Point Algorithm....Pages 144-151 Optimal Reactive Power Dispatch Using Particle Swarms Optimization Algorithm Based Pareto Optimal Set....Pages 152-161 A Robust Non-Line-Of-Sight Error Mitigation Method in Mobile Position Location....Pages 162-170 Research on SSVEP-Based Controlling System of Multi-DoF Manipulator....Pages 171-177 Tracking Control of Robot Manipulators via Orthogonal Polynomials Neural Network....Pages 178-187 Q-Learning Based on Dynamical Structure Neural Network for Robot Navigation in Unknown Environment....Pages 188-196 Research on Mobile Robot’s Motion Control and Path Planning....Pages 197-206 A New Cerebellar Model Articulation Controller for Rehabilitation Robots....Pages 207-216 Layer-TERRAIN: An Improved Algorithm of TERRAIN Based on Sequencing the Reference Nodes in UWSNs....Pages 217-225 A Hybrid Neural Network Method for UAV Attack Route Integrated Planning....Pages 226-235 Hybrid Game Theory and D-S Evidence Approach to Multiple UCAVs Cooperative Air Combat Decision....Pages 236-246 FCMAC Based Guidance Law for Lifting Reentry Vehicles....Pages 247-256 Hybrid Filter Based Simultaneous Localization and Mapping for a Mobile Robot....Pages 257-266 Using Toe-Off Impulse to Control Chaos in the Simplest Walking Model via Artificial Neural Network....Pages 267-277 Reinforcement Learning Control of a Real Mobile Robot Using Approximate Policy Iteration....Pages 278-288 A Simple Neural Network for Enhancement of Image Acuity by Fixational Instability....Pages 289-298 A General-Purpose FPGA-Based Reconfigurable Platform for Video and Image Processing....Pages 299-309 Image Analysis by Modified Krawtchouk Moments....Pages 310-317 Efficient Provable Secure ID-Based Directed Signature Scheme without Random Oracle....Pages 318-327 Mask Particle Filter for Similar Objects Tracking....Pages 328-336 An Efficient Wavelet Based Feature Extraction Method for Face Recognition....Pages 337-345 Face Recognition Based on Histogram of Modular Gabor Feature and Support Vector Machines....Pages 346-355 Feature-Level Fusion of Iris and Face for Personal Identification....Pages 356-364 Watermark Image Restoration Method Based on Block Hopfield Network....Pages 365-370 An English Letter Recognition Algorithm Based Artificial Immune....Pages 371-379 Interpretation of Ambiguous Zone in Handwritten Chinese Character Images Using Bayesian Network....Pages 380-389 Weather Recognition Based on Images Captured by Vision System in Vehicle....Pages 390-398 Selecting Regions of Interest for the Diagnosis of Alzheimer Using Brain SPECT Images....Pages 399-406 Face Image Recognition Combining Holistic and Local Features....Pages 407-415 3D Representative Face and Clustering Based Illumination Estimation for Face Recognition and Expression Recognition....Pages 416-422 Bilateral Two-Dimensional Locality Preserving Projections with Its Application to Face Recognition....Pages 423-428 DT-CWT Feature Structure Representation for Face Recognition under Varying Illumination Using EMD....Pages 429-438 Spatially Smooth Subspace Face Recognition Using LOG and DOG Penalties....Pages 439-448 Nonnegative-Least-Square Classifier for Face Recognition....Pages 449-456 A Novel Model for Recognition of Compounding Nouns in English and Chinese....Pages 457-465 Orthogonal Quadratic Discriminant Functions for Face Recognition....Pages 466-475 LISA: Image Compression Scheme Based on an Asymmetric Hierarchical Self-Organizing Map....Pages 476-485 A Method of Human Skin Region Detection Based on PCNN....Pages 486-493 An Adaptive Hybrid Filtering for Removing Impulse Noise in Color Images....Pages 494-501 A Multi-Stage Neural Network Model for Human Color Vision....Pages 502-511 Lead Field Space Projection for Spatiotemporal Imaging of Independent Brain Activities....Pages 512-519 Morphological Hetero-Associative Memories Applied to Restore True-Color Patterns....Pages 520-529 A Novel Method for Analyzing Dynamic Complexity of EEG Signals Using Symbolic Entropy Measurement....Pages 530-537 Phase Self-amending Blind Equalization Algorithm Using Feedforward Neural Network for High-Order QAM Signals in Underwater Acoustic Channels....Pages 538-545 An Adaptive Channel Handoff Strategy for Opportunistic Spectrum Sharing in Cognitive Global Control Plane Architecture....Pages 546-556 A Generalization of the Bent-Function Sequence Construction....Pages 557-566 An Efficient Large-Scale Volume Data Compression Algorithm....Pages 567-575 Simultaneous Synchronization of Text and Speech for Broadcast News Subtitling....Pages 576-585 A Perceptual Weighting Filter Based on ISP Pseudo-cepstrum and Its Application in AMR-WB....Pages 586-595 Video Fingerprinting by Using Boosted Features....Pages 596-604 Reference Signal Impact on EEG Energy....Pages 605-611 Multichannel Blind Deconvolution Using the Conjugate Gradient....Pages 612-620 An Improvement of HSMM-Based Speech Synthesis by Duration-Dependent State Transition Probabilities....Pages 621-629 Handprint Recognition: A Novel Biometric Technology....Pages 630-637 Single Trial Evoked Potentials Estimation by Using Wavelet Enhanced Principal Component Analysis Method....Pages 638-647 Fourier Volume Rendering on GPGPU....Pages 648-656 An Improved Population Migration Algorithm for the Prediction of Protein Folding....Pages 657-662 Gene Sorting in Differential Evolution....Pages 663-674 Enhancement of Chest Radiograph Based on Wavelet Transform....Pages 675-683 Application of DNA Computing by Self-assembly on 0-1 Knapsack Problem....Pages 684-693 Learning Kernel Matrix from Gene Ontology and Annotation Data for Protein Function Prediction....Pages 694-703 Improved Quantum Evolutionary Algorithm Combined with Chaos and Its Application....Pages 704-713 Fault Diagnosis of Nonlinear Analog Circuits Using Neural Networks and Multi-Space Transformations....Pages 714-723 An Intelligent Fault Diagnosis Method Based on Multiscale Entropy and SVMs....Pages 724-732 Multi-objective Robust Fault Detection Filter Design in a Finite Frequency Range....Pages 733-743 Intelligent Technique and Its Application in Fault Diagnosis of Locomotive Bearing Based on Granular Computing....Pages 744-754 Analysis of Two Neural Networks in the Intelligent Faults Diagnosis of Metallurgic Fan Machinery....Pages 755-761 Research on the Diagnosis of Insulator Operating State Based on Improved ANFIS Networks....Pages 762-771 Fault Diagnosis of Analog IC Based on Wavelet Neural Network Ensemble....Pages 772-779 Dynamic Neural Network-Based Fault Detection and Isolation for Thrusters in Formation Flying of Satellites....Pages 780-793 Passivity Analysis of a General Form of Recurrent Neural Network with Multiple Delays....Pages 794-800 Comparative Analysis of Corporate Failure Prediction Methods: Evidence from Chinese Firms....Pages 801-808 An Adaline-Based Location Algorithm for Wireless Sensor Network....Pages 809-818 Remote Estimation with Sensor Scheduling....Pages 819-828 An Improved Margin Adaptive Subcarrier Allocation with Fairness for Multiuser OFDMA System....Pages 829-838 Detecting Community Structure in Networks by Propagating Labels of Nodes....Pages 839-846 Algorithm for Multi-sensor Asynchronous Track-to-Track Fusion....Pages 847-854 Remote Sensing Based on Neural Networks Model for Hydrocarbon Potentials Evaluation in Northeast China....Pages 855-863 A Multiple Weighting Matrices Selection Scheme Based on Orthogonal Random Beamforming for MIMO Downlink System....Pages 864-873 A Novel Adaptive Reclosure Criterion for HV Transmission Lines Based on Wavelet Packet Energy Entropy....Pages 874-881 Pre-estimate on Transport Volume of Container in Xiangjiang Catchment....Pages 882-889 RTKPS: A Key Pre-distribution Scheme Based on Rooted-Tree in Wireless Sensor and Actor Network....Pages 890-898 Urban Road Network Modeling and Real-Time Prediction Based on Householder Transformation and Adjacent Vector....Pages 899-908 Research on Method of Double-Layers BP Neural Network in Prediction of Crossroads’ Traffic Volume....Pages 909-914 Design and Implementation of the Structure Health Monitoring System for Bridge Based on Wireless Sensor Network....Pages 915-922 Saving Energy in Wireless Sensor Networks Based on Echo State Networks....Pages 923-928 Enlargement of Measurement Range in a Fiber-Optic Ice Sensor by Artificial Neural Network....Pages 929-936 Epidemic Spreading with Variant Infection Rates on Scale-Free Network....Pages 937-947 Interdependency Analysis of Infrastructures....Pages 948-955 Back Propagation Neural Network Based Lifetime Analysis of Wireless Sensor Network....Pages 956-962 Estimation of Rock Mass Rating System with an Artificial Neural Network....Pages 963-972 Comparative Study on Three Voidage Measurement Methods for Two-Phase Flow....Pages 973-982 A New Approach to Improving ICA-Based Models for the Classification of Microarray Data....Pages 983-992 Multiple Trend Breaks and Unit Root Hypothesis: Empirical Evidence from China’s GDP(1952-2006)....Pages 993-999 An Adaptive Wavelet Networks Algorithm for Prediction of Gas Delay Outburst....Pages 1000-1006 Traffic Condition Recognition of Probability Neural Network Based on Floating Car Data....Pages 1007-1016 Combined Neural Network Approach for Short-Term Urban Freeway Traffic Flow Prediction....Pages 1017-1025 Facial Expression Recognition in Video Sequences....Pages 1026-1033 An AFSA-TSGM Based Wavelet Neural Network for Power Load Forecasting....Pages 1034-1043 Comparative Analyses of Computational Intelligence Models for Load Forecasting: A Case Study in the Brazilian Amazon Power Suppliers....Pages 1044-1053 An Efficient and Robust Algorithm for Improving the Resolution of Video Sequences....Pages 1054-1062 Research on Variable Step-Size Blind Equalization Algorithm Based on Normalized RBF Neural Network in Underwater Acoustic Communication....Pages 1063-1070 The Analysis of Aircraft Maneuver Efficiency within Extend Flight Envelop....Pages 1071-1081 Application of BP Neural Network in Stock Market Prediction....Pages 1082-1088 A Research of Physical Activity’s Influence on Heart Rate Using Feedforward Neural Network....Pages 1089-1096 Bi-directional Prediction between Weld Penetration and Processing Parameters in Electron Beam Welding Using Artificial Neural Networks....Pages 1097-1105 Analysis of Nonlinear Dynamic Structure for the Shanghai Stock Exchange Index....Pages 1106-1111 A Direct Approach to Achieving Maximum Power Conversion in Wind Power Generation Systems....Pages 1112-1121 Synthetic Modeling and Policy Simulation of Regional Economic System: A Case Study....Pages 1122-1129 Industrial Connection Analysis and Case Study Based on Theory of Industrial Gradient....Pages 1130-1136 Extracting Schema from Semistructured Data with Weight Tag....Pages 1137-1145 Designing Domain Work Breakdown Structure (DWBS) Using Neural Networks....Pages 1146-1153 Practical Hardware Implementation of Self-configuring Neural Networks....Pages 1154-1159 Research on Multi-Agent Parallel Computing Model of Hydrothermal Economic Dispatch in Power System....Pages 1160-1170 Fast Decoupled Power Flow Using Interval Arithmetic Considering Uncertainty in Power Systems....Pages 1171-1178 Power System Aggregate Load Area Dynamic Modeling by Learning Based on WAMS....Pages 1179-1188 Optimal Preventive Maintenance Inspection Period on Reliability Improvement with Bayesian Network and Hazard Function in Gantry Crane....Pages 1189-1196 Application of RBF Network Based on Immune Algorithm to Predicting of Wastewater Treatment....Pages 1197-1202 HLA-Based Emergency Response Plan Simulation and Practice over Internet....Pages 1203-1211 Dynamic Cooperation Mechanism in Supply Chain for Perishable Agricultural Products under One -to- Multi....Pages 1212-1221 Primary Research on Urban Mass Panic Based on Computational Methods for Experiments....Pages 1222-1229 Virtual Reality Based Nuclear Steam Generator Ageing and Life Management Systems....Pages 1230-1239 Back Matter....Pages - This book and its companion volumes, LNCS vols. 5551, 5552 and 5553, constitute the proceedings of the 6th International Symposium on Neural Networks (ISNN 2009), held during May 26–29, 2009 in Wuhan, China. Over the past few years, ISNN has matured into a well-established premier international symposium on neural n- works and related fields, with a successful sequence of ISNN symposia held in Dalian (2004), Chongqing (2005), Chengdu (2006), Nanjing (2007), and Beijing (2008). Following the tradition of the ISNN series, ISNN 2009 provided a high-level inter- tional forum for scientists, engineers, and educators to present state-of-the-art research in neural networks and related fields, and also to discuss with international colleagues on the major opportunities and challenges for future neural network research. Over the past decades, the neural network community has witnessed tremendous - forts and developments in all aspects of neural network research, including theoretical foundations, architectures and network organizations, modeling and simulation, - pirical study, as well as a wide range of applications across different domains. The recent developments of science and technology, including neuroscience, computer science, cognitive science, nano-technologies and engineering design, among others, have provided significant new understandings and technological solutions to move the neural network research toward the development of complex, large-scale, and n- worked brain-like intelligent systems. This long-term goal can only be achieved with the continuous efforts of the community to seriously investigate different issues of the neural networks and related fields.

The three volume set LNCS 5551/5552/5553 constitutes the refereed proceedings of the 6th International Symposium on Neural Networks, ISNN 2009, held in Wuhan, China in May 2009.

The 409 revised papers presented were carefully reviewed and selected from a total of 1.235 submissions. The papers are organized in 20 topical sections on theoretical analysis, stability, time-delay neural networks, machine learning, neural modeling, decision making systems, fuzzy systems and fuzzy neural networks, support vector machines and kernel methods, genetic algorithms, clustering and classification, pattern recognition, intelligent control, optimization, robotics, image processing, signal processing, biomedical applications, fault diagnosis, telecommunication, sensor network and transportation systems, as well as applications.