Advances in Neural Networks - ISNN 2007 - 3

Heuristic.- A Hybrid of Particle Swarm Optimization and Hopfield Networks for Bipartite Subgraph Problems.- Convergence of a Recurrent Neural Network for Nonconvex Optimization Based on an Augmented Lagrangian Function.- Multi-objective Topology Optimization of Structures Using NN-OC Algorithms.- A Hybrid Particle Swarm Algorithm for the Structure and Parameters Optimization of Feed-Forward Neural Network.- Designing Neural Networks Using PSO-Based Memetic Algorithm.- Simultaneous Optimization of ANFIS-Based Fuzzy Model Driven to Data Granulation and Parallel Genetic Algorithms.- A Neural Network Based Optimization Method for a Kind of QPPs and Application.- Multilayer Perceptron Networks Training Using Particle Swarm Optimization with Minimum Velocity Constraints.- Characterization and Optimization of the Contact Formation for High-Performance Silicon Solar Cells.- Optimizing Process Parameters for Ceramic Tile Manufacturing Using an Evolutionary Approach.- Application of RBF Neural Network to Simplify the Potential Based Optimization.- Satisficing Approximation Response Model Based on Neural Network in Multidisciplinary Collaborative Optimization.- A New BP Network Based on Improved PSO Algorithm and Its Application on Fault Diagnosis of Gas Turbine.- The Evaluation of BP-ISP Strategy Alignment Degree with PSO-Based ANN.- Improved Results on Solving Quadratic Programming Problems with Delayed Neural Network.- A Modified Hopfield Network for Nonlinear Programming Problem Solving.- A Novel Artificial Neural Network Based on Hybrid PSO-BP Algorithm in the Application of Adaptive PMD Compensation System.- Stabilizing Lagrange-Type Nonlinear Programming Neural Networks.- Support Vector Machines.- Support Vector Machines and Genetic Algorithms for Soft-Sensing Modeling.- Incremental Nonlinear Proximal Support Vector Machine.- Machinery Fault Diagnosis Using Least Squares Support Vector Machine.- Support Vector Machine with Composite Kernels for Time Series Prediction.- Neuromorphic Quantum-Based Adaptive Support Vector Regression for Tuning BWGC/NGARCH Forecast Model.- Modulation Classification of Analog and Digital Signals Using Neural Network and Support Vector Machine.- A Facial Expression Recognition Approach Based on Novel Support Vector Machine Tree.- Universal Steganalysis Using Multiwavelet Higher-Order Statistics and Support Vector Machines.- Tree-Structured Support Vector Machines for Multi-class Classification.- Identification of MIMO Hammerstein Models Using Support Vector Machine.- Extraction of Filled-In Items from Chinese Bank Check Using Support Vector Machines.- Online Least Squares Support Vector Machines Based on Wavelet and Its Applications.- Ultrasound Estimation of Fetal Weight with Fuzzy Support Vector Regression.- Hybrid Support Vector Machine and General Model Approach for Audio Classification.- An Improved SVM Based on 1-Norm for Selection of Personal Credit Scoring Index System.- Combining Weighted SVMs and Spectrum-Based kNN for Multi-classification.- Rotation Invariant Texture Classification Algorithm Based on DT-CWT and SVM.- A Two-Pass Classification Method Based on Hyper-Ellipsoid Neural Networks and SVM's with Applications to Face Recognition.- SVM Based Adaptive Inverse Controller for Excitation Control.- An Adaptive Internal Model Control Based on LS-SVM.- Regularization Paths for ?-SVM and ?-SVR.- A Fast and Accurate Progressive Algorithm for Training Transductive SVMs.- Fast Support Vector Data Description Using K-Means Clustering.- A Kernel-Based Two-Stage One-Class Support Vector Machines Algorithm.- A Confident Majority Voting Strategy for Parallel and Modular Support Vector Machines.- Soft-Sensor Method Based on Least Square Support Vector Machines Within Bayesian Evidence Framework.- Simulation of Time Series Prediction Based on Smooth Support Vector Regression.- Fault Diagnosis/Detection.- Extension Neural Network Based on Immune Algorithm for Fault Diagnosis.- A New Fault Detection and Diagnosis Method for Oil Pipeline Based on Rough Set and Neural Network.- Probabilistic Neural Network Based Method for Fault Diagnosis of Analog Circuits.- Gear Fault Diagnosis by Using Wavelet Neural Networks.- An Adaptive Threshold Neural-Network Scheme for Rotorcraft UAV Sensor Failure Diagnosis.- KPCA Plus FDA for Fault Detection.- Distribution System Fault Diagnosis Based on Improved Rough Sets with Uncertainty.- A Design Method of Associative Memory Model with Expecting Fault-Tolerant Field.- Classification and Diagnosis of Mechanical Faults Using the RBF Network Based on the Local Bispectra.- Temperature-Variation Fault Diagnosis of the High-Voltage Electric Equipment Based on the BP Neural Network.- Diagnosis of Turbine Valves in the Kori Nuclear Power Plant Using Fuzzy Logic and Neural Networks.- Communications and Signal Processing.- Stochastic Cellular Neural Network for CDMA Multiuser Detection.- A New Approach of Blind Channel Identification in Frequency Domain.- Soft Decision-Directed Square Contour Algorithm for Blind Equalization.- Call Admission Control Using Neural Network in Wireless Multimedia Networks.- A Neural Network Solution on Data Least Square Algorithm and Its Application for Channel Equalization.- Multiple Receive-Antennas Aided and RBF-Based Multiuser Detection for STBC Systems.- Location Management Cost Estimation for PCS Using Neural Network.- Neural-Based Separating Method for Nonlinear Mixtures.- Adaptive Natural Gradient Algorithm for Blind Convolutive Source Separation.- Blind Source Separation in Post-nonlinear Mixtures Using Natural Gradient Descent and Particle Swarm Optimization Algorithm.- Echo State Networks for Real-Time Audio Applications.- Blind Separation of Positive Signals by Using Genetic Algorithm.- A Speech Enhancement Method in Subband.- Sequential Blind Signal Extraction with the Linear Predictor.- Fast Code Detection Using High Speed Time Delay Neural Networks.- Multiscale Estimation to the Parameter of Multidimension Time Series.- Gaussianization Based Approach for Post-Nonlinear Underdetermined BSS with Delays.- Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization.- Underdetermined Blind Source Separation Using SVM.- Predicting Time Series Using Incremental Langrangian Support Vector Regression.- Image/Video Processing.- A New Approach for Image Restoration Based on CNN Processor.- Using Alpha-Beta Associative Memories to Learn and Recall RGB Images.- A Method for Enlargement of Digital Images Based on Neural Network.- Neural Network Based Correction Scheme for Image Interpolation.- Edge Enhancement Post-processing Using Hopfield Neural Net.- Image Quality Assessment Based on Wavelet Coefficients Using Neural Network.- Neural Network Approach for Designing One- and Two-Dimensional Quasi-Equiripple FIR Digital Filters.- Texture Image Segmentation Based on Improved Wavelet Neural Network.- Local Spatial Properties Based Image Interpolation Using Neural Network.- Image Processing Applications with a PCNN.- Image Segmentation Based on Cluster Ensemble.- Decision-Based Hybrid Image Watermarking in Wavelet Domain Using HVS and Neural Networks.- MR Image Registration Based on Pulse-Coupled Neural Networks.- Image Magnification Based on the Properties of Human Visual Processing.- Incorporating Image Quality in Multimodal Biometric Verification.- Efficient Motion Estimation Scheme for H.264 Based on BP Neural Network.- Neural Network Based Visual Tracking with Multi-cue Adaptive Fusion.- One-Class SVM Based Segmentation for SAR Image.- A New Segmentation Method Based on SVM for HIFU Image-Guided System.- Applications of Neural Networks.- Greenhouse Air Temperature and Humidity Prediction Based on Improved BP Neural Network and Genetic Algorithm.- A Modified RBF Neural Network and Its Application in Radar.- Driving Load Forecasting Using Cascade Neural Networks.- Minimal Resource Allocation on CAN Bus Using Radial Basis Function Networks.- Neural Network Based High Accuracy Frequency Harmonic Analysis in Power System.- Hardware/Software Partitioning of Core-Based Systems Using Pulse Coupled Neural Networks.- Technical and Fundamental Analysis for the Forecast of Financial Scrip Quotation: An Approach Employing Artificial Neural Networks and Wavelet Transform.- Multi-view Moving Human Detection and Correspondence Based on Object Occupancy Random Field.- Determination of Storage Time of Rice Seed Using ANN Based on NIRS.- Selected Problems of Knowledge Discovery Using Artificial Neural Networks.- An Intelligent Differential Evolution Algorithm for Designing Trading-Ratio System of Water Market.- Neural Network-Based H ??? Filtering for Nonlinear Jump Systems.- A Novel Off-Line Signature Verification Based on Adaptive Multi-resolution Wavelet Zero-Crossing and One-Class-One-Network.- Combining News and Technical Indicators in Daily Stock Price Trends Prediction.- Project-Based Artificial Neural Networks Development Software and Applications.- Effects of Salinity on Measurement of Water Volume Fraction and Correction Method Based on RBF Neural Networks.- Implementation of Brillouin-Active Fiber for Low Threshold Optical Logic and Memory Based Neural Networks in Smart Structures.- Hydro Plant Dispatch Using Artificial Neural Network and Genetic Algorithm.- Application of Wavelet Packet Neural Network on Relay Protection Testing of Power System.- Robust Stabilization of Uncertain Nonlinear Differential-Algebraic Subsystem Using ANN with Application to Power Systems.- A Novel Residual Capacity Estimation Method Based on Extension Neural Network for Lead-Acid Batteries.- A Genetic Algorithm-Based Artificial Neural Network Approach for Parameter Selection in the Production of Tailor-Welded Blanks.- Development of Artificial Neural Networks-Based In-Process Flash Monitoring (ANN-IPFM) System in Injection Molding.- Reduce Feature Based NN for Transient Stability Analysis of Large-Scale Power Systems.- Semi-active Control of Eccentric Structures Based on Neural Networks.- Development of the Multi-target Tracking Scheme Using Particle Filter.