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.
Author(s): Tingjun Li (auth.), Hongwei Wang, Yi Shen, Tingwen Huang, Zhigang Zeng (eds.)
Series: Advances in Intelligent and Soft Computing 56
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2009
Language: English
Pages: 904
Tags: Appl.Mathematics/Computational Methods of Engineering; Artificial Intelligence (incl. Robotics)
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 -