The Sixth International Symposium on Neural Networks (ISNN 2009) (Advances in Intelligent and Soft Computing (56))

This volume of Advances in Soft Computing and Lecture Notes in Computer Science vols. 5551, 5552 and 5553, constitute the Proceedings of the 6 th International Symposium of Neural Networks (ISNN 2009) held in Wuhan, China during May 26 - 29, 2009. ISNN is a prestigious annual symposium on neural networks with past events held in Dalian (2004), Chongqing (2005), Chengdu (2006), Nanjing (2007) and Beijing (2008). Over the past few years, ISNN has matured into a well-established series of international conference on neural networks and their applications to other fields. Following this tradition, ISNN 2009 provided an academic forum for the participants to disseminate their new research findings and discuss emerging areas of research. Also, it created a stimulating environment for the participants to interact and exchange information on future research challenges and opportunities of neural networks and their applications. Front Matter....Pages - The Initial Alignment of SINS Based on Neural Network....Pages 1-6 Analysis on Basic Conceptions and Principles of Human Cognition....Pages 7-17 Global Exponential Stability for Discrete-Time BAM Neural Network with Variable Delay....Pages 19-29 The Study of Project Cost Estimation Based on Cost-Significant Theory and Neural Network Theory....Pages 31-38 Global Exponential Stability of High-Order Hopfield Neural Networks with Time Delays....Pages 39-47 Improved Particle Swarm Optimization for RCP Scheduling Problem....Pages 49-57 Exponential Stability of Reaction-Diffusion Cohen-Grossberg Neural Networks with S-Type Distributed Delays....Pages 59-68 Global Exponential Robust Stability of Static Reaction-Diffusion Neural Networks with S-Type Distributed Delays....Pages 69-79 A LEC-and-AHP Based Hazard Assessment Method in Hydroelectric Project Construction....Pages 81-90 A Stochastic Lotka-Volterra Model with Variable Delay....Pages 91-100 Extreme Reformulated Radial Basis Function Neural Networks....Pages 101-110 Research of Nonlinear Combination Forecasting Model for Insulators ESDD Based on Wavelet Neural Network....Pages 111-119 Parameter Tuning of MLP Neural Network Using Genetic Algorithms....Pages 121-130 Intelligent Grid of Computations....Pages 131-135 Method of Solving Matrix Equation and Its Applications in Economic Management....Pages 137-141 Efficient Feature Selection Algorithm Based on Difference and Similitude Matrix....Pages 143-152 Exponential Stability of Neural Networks with Time-Varying Delays and Impulses....Pages 153-163 Adaptive Higher Order Neural Networks for Effective Data Mining....Pages 165-173 Exploring Cost-Sensitive Learning in Domain Based Protein-Protein Interaction Prediction....Pages 175-184 An Efficient and Fast Algorithm for Estimating the Frequencies of 2-D Superimposed Exponential Signals in Presence of Multiplicative and Additive Noise....Pages 185-195 An Improved Greedy Based Global Optimized Placement Algorithm....Pages 197-204 An Alternative Fast Learning Algorithm of Neural Network....Pages 205-212 Computer Aided Diagnosis of Alzheimer’s Disease Using Principal Component Analysis and Bayesian Classifiers....Pages 213-221 Margin-Based Transfer Learning....Pages 223-233 Nonlinear Dead Zone System Identification Based on Support Vector Machine....Pages 235-243 A SVM Model Selection Method Based on Hybrid Genetic Algorithm and Empirical Error Minimization Criterion....Pages 245-253 An SVM-Based Mandarin Pronunciation Quality Assessment System....Pages 255-265 An Quality Prediction Method of Injection Molding Batch Processes Based on Sub-Stage LS-SVM....Pages 267-273 Soft Sensing for Propylene Purity Using Partial Least Squares and Support Vector Machine....Pages 275-281 Application of Support Vector Machines Method in Credit Scoring....Pages 283-290 Improving Short Text Clustering Performance with Keyword Expansion....Pages 291-298 Nonnative Speech Recognition Based on Bilingual Model Modification at State Level....Pages 299-309 Edge Detection Based on a PCNN-Anisotropic Diffusion Synergetic Approach....Pages 311-321 Automatic Face Recognition Systems Design and Realization....Pages 323-331 Multi-view Face Detection Using Six Segmented Rectangular Features....Pages 333-342 Level Detection of Raisins Based on Image Analysis and Neural Network....Pages 343-350 English Letters Recognition Based on Bayesian Regularization Neural Network....Pages 351-357 Iris Disease Classifying Using Neuro-Fuzzy Medical Diagnosis Machine....Pages 359-368 An Approach to Dynamic Gesture Recognition for Real-Time Interaction....Pages 369-377 Dynamic Multiple Pronunciation Incorporation in a Refined Search Space for Reading Miscue Detection....Pages 379-389 Depicting Diversity in Rules Extracted from Ensembles....Pages 391-400 A New Statistical Model for Radar HRRP Target Recognition....Pages 401-409 Independent Component Analysis of SPECT Images to Assist the Alzheimer’s Disease Diagnosis....Pages 411-419 The Multi-Class Imbalance Problem: Cost Functions with Modular and Non-Modular Neural Networks....Pages 421-431 Geometry Algebra Neuron Based on Biomimetic Pattern Recognition....Pages 433-440 A Novel Matrix-Pattern-Oriented Ho-Kashyap Classifier with Locally Spatial Smoothness....Pages 441-449 An Integration Model Based on Non-classical Receptive Fields....Pages 451-459 Classification of Imagery Movement Tasks for Brain-Computer Interfaces Using Regression Tree....Pages 461-468 MIDBSCAN: An Efficient Density-Based Clustering Algorithm....Pages 469-479 Detection and Following of a Face in Movement Using a Neural Network....Pages 481-490 Nonparametric Inter-Quartile Range for Error Evaluation and Correction of Demand Forecasting Model under Short Product Lifecycle....Pages 491-500 Simulated Annealing and Crowd Dynamics Approaches for Intelligent Control....Pages 501-506 Accomplishing Station Keeping Mode for Attitude Orbit Control Subsystem Designed for T-SAT....Pages 507-516 Nonlinear System Identification Based on Recurrent Wavelet Neural Network....Pages 517-525 Approximation to Nonlinear Discrete-Time Systems by Recurrent Neural Networks....Pages 527-534 Model-Free Control of Nonlinear Noise Processes Based on C-FLAN....Pages 535-541 An Empirical Study of the Artificial Neural Network for Currency Exchange Rate Time Series Prediction....Pages 543-549 Grey Prediction with Markov-Chain for Crude Oil Production and Consumption in China....Pages 551-561 Fabric Weave Identification Based on Cellular Neural Network....Pages 563-569 Cutting Force Prediction of High-Speed Milling Hardened Steel Based on BP Neural Networks....Pages 571-577 BP Neural Networks Based Soft Measurement of Rheological Properties of CWS....Pages 579-586 A Parameters Self-adjusting ANN-PI Controller Based on Homotopy BP Algorithm....Pages 587-595 Study on Optimization of the Laser Texturing Surface Morphology Parameters Based on ANN....Pages 597-603 A Combined Newton Method for Second-Order Cone Programming....Pages 605-612 MES Scheduling Optimization and Simulation Based on CAPP/PPC Integration....Pages 613-622 An Improved Diversity Guided Particle Swarm Optimization....Pages 623-630 Research on Intelligent Diagnosis of Mechanical Fault Based on Ant Colony Algorithm....Pages 631-640 A New Supermemory Gradient Method without Line Search for Unconstrained Optimization....Pages 641-647 A Neural Network Approach for Solving Linear Bilevel Programming Problem....Pages 649-658 Fuzzy Solution for Multiple Targets Optimization Based on Fuzzy Max-Min Neural Network....Pages 659-667 Fixed-Structure Mixed Sensitivity/Model Reference Control Using Evolutionary Algorithms....Pages 669-676 ANN-Based Multi-scales Prediction of Self-similar Network Traffic....Pages 677-683 Application of DM and Combined Grey Neural Network in E-Commerce Data Transmission....Pages 685-692 Application of Prediction Model in Monitoring LAN Data Flow Based on Grey BP Neural Network....Pages 693-700 Monitoring ARP Attack Using Responding Time and State ARP Cache....Pages 701-709 A Study of Multi-agent Based Metropolitan Demand Responsive Transport Systems....Pages 711-720 The Diagnosis Research of Electric Submersible Pump Based on Neural Network....Pages 721-727 The Application of BP Feedforward Neural Networks to the Irradiation Effects of High Power Microwave....Pages 729-737 A Novel Model for Customer Retention....Pages 739-747 Neural Network Ensemble Approach in Analog Circuit Fault Diagnosis....Pages 749-757 Research on Case Retrieval of Case-Based Reasoning of Motorcycle Intelligent Design....Pages 759-768 Improving Voice Search Using Forward-Backward LVCSR System Combination....Pages 769-777 Agent Oriented Programming for Setting Up the Platform for Processing EEG / ECG / EMG Waveforms....Pages 779-789 A Forecasting Model of City Freight Volume Based on BPNN....Pages 791-798 The Estimations of Mechanical Property of Rolled Steel Bar by Using Quantum Neural Network....Pages 799-806 Diagnosis of Epilepsy Disorders Using Artificial Neural Networks....Pages 807-815 Neural Forecasting Network for the Market of Pleione Formosana Hayata Orchid....Pages 817-827 Harmonic Current Detection Based on Neural Network Adaptive Noise Cancellation Technology....Pages 829-835 Study on Dynamic Relation between Share Price Index and Housing Price: Co-integration Analysis and Application in Share Price Index Prediction....Pages 837-846 Application of RBF and Elman Neural Networks on Condition Prediction in CBM....Pages 847-855 Judging the States of Blast Furnace by ART2 Neural Network....Pages 857-864 Research on Dynamic Response of Riverbed Deformation Based on Theory of BP Neural Network....Pages 865-873 Adaboosting Neural Networks for Credit Scoring....Pages 875-884 An Enterprise Evaluation of Reverse Supply Chain Based on Ant Colony BP Neural Network....Pages 885-891 Ultrasonic Crack Size Estimation Based on Wavelet Neural Networks....Pages 893-899 Back Matter....Pages - This volume of Advances in Soft Computing and Lecture Notes in Computer th Science vols. 5551, 5552 and 5553, constitute the Proceedings of the 6 Inter- tional Symposium of Neural Networks (ISNN 2009) held in Wuhan, China during May 26–29, 2009. ISNN is a prestigious annual symposium on neural networks with past events held in Dalian (2004), Chongqing (2005), Chengdu (2006), N- jing (2007) and Beijing (2008). Over the past few years, ISNN has matured into a well-established series of international conference on neural networks and their applications to other fields. Following this tradition, ISNN 2009 provided an a- demic forum for the participants to disseminate their new research findings and discuss emerging areas of research. Also, it created a stimulating environment for the participants to interact and exchange information on future research challenges and opportunities of neural networks and their applications. ISNN 2009 received 1,235 submissions from about 2,459 authors in 29 co- tries and regions (Australia, Brazil, Canada, China, Democratic People's Republic of Korea, Finland, Germany, Hong Kong, Hungary, India, Islamic Republic of Iran, Japan, Jordan, Macao, Malaysia, Mexico, Norway, Qatar, Republic of Korea, Singapore, Spain, Taiwan, Thailand, Tunisia, United Kingdom, United States, Venezuela, Vietnam, and Yemen) across six continents (Asia, Europe, North America, South America, Africa, and Oceania). Based on rigorous reviews by the Program Committee members and reviewers, 95 high-quality papers were selected to be published in this volume.

this Volume Of Advances In Soft Computing And Lecture Notes In Computer Science Vols. 5551, 5552 And 5553, Constitute The Proceedings Of The 6th International Symposium Of Neural Networks (isnn 2009) Held In Wuhan, China During May 26 - 29, 2009. Isnn Is A Prestigious Annual Symposium On Neural Networks With Past Events Held In Dalian (2004), Chongqing (2005), Chengdu (2006), Nanjing (2007) And Beijing (2008). Over The Past Few Years, Isnn Has Matured Into A Well-established Series Of International Conference On Neural Networks And Their Applications To Other Fields. Following This Tradition, Isnn 2009 Provided An Academic Forum For The Participants To Disseminate Their New Research Findings And Discuss Emerging Areas Of Research. Also, It Created A Stimulating Environment For The Participants To Interact And Exchange Information On Future Research Challenges And Opportunities Of Neural Networks And Their Applications.

Annotation This volume of Advances in Soft Computing and Lecture Notes in Computer Science vols. 5551, 5552 and 5553, constitute the Proceedings of the 6th International Symposium of Neural Networks (ISNN 2009) held in Wuhan, China during May 26 - 29, 2009. ISNN is a prestigious annual symposium on neural networks with past events held in Dalian (2004), Chongqing (2005), Chengdu (2006), Nanjing (2007) and Beijing (2008). Over the past few years, ISNN has matured into a well-established series of international conference on neural networks and their applications to other fields. Following this tradition, ISNN 2009 provided an academic forum for the participants to disseminate their new research findings and discuss emerging areas of research. Also, it created a stimulating environment for the participants to interact and exchange information on future research challenges and opportunities of neural networks and their applications