Advances in Neural Networks - ISNN 2007 - 2

Software Process.- The ANN Inverse Control of Induction Motor with Robust Flux Observer Based on ESO.- Design of Fuzzy Relation-Based Polynomial Neural Networks Using Information Granulation and Symbolic Gene Type Genetic Algorithms.- Fuzzy Neural Network Classification Design Using Support Vector Machine in Welding Defect.- Multi-granular Control of Double Inverted Pendulum Based on Universal Logics Fuzzy Neural Networks.- The Research of Decision Information Fusion Algorithm Based on the Fuzzy Neural Networks.- Equalization of Channel Distortion Using Nonlinear Neuro-Fuzzy Network.- Comparative Studies of Fuzzy Genetic Algorithms.- Fuzzy Random Dependent-Chance Bilevel Programming with Applications.- Fuzzy Optimization Problems with Critical Value-at-Risk Criteria.- Neural-Network-Driven Fuzzy Optimum Selection for Mechanism Schemes.- Atrial Arrhythmias Detection Based on Neural Network Combining Fuzzy Classifiers.- A Neural-Fuzzy Pattern Recognition Algorithm Based Cutting Tool Condition Monitoring Procedure.- Research on Customer Classification in E-Supermarket by Using Modified Fuzzy Neural Networks.- Recurrent Fuzzy Neural Network Based System for Battery Charging.- Type-2 Fuzzy Neuro System Via Input-to-State-Stability Approach.- Fuzzy Neural Petri Nets.- Hardware Design of an Adaptive Neuro-fuzzy Network with On-Chip Learning Capability.- Stock Prediction Using FCMAC-BYY.- A Hybrid Rule Extraction Method Using Rough Sets and Neural Networks.- A Novel Approach for Extraction of Fuzzy Rules Using the Neuro-fuzzy Network and Its Application in the Blending Process of Raw Slurry.- Training and Learning Algorithms for Neural Networks.- Neural Network Training Using Genetic Algorithm with a Novel Binary Encoding.- Adaptive Training of a Kernel-Based Representative and Discriminative Nonlinear Classifier.- Indirect Training of Grey-Box Models: Application to a Bioprocess.- FNN (Feedforward Neural Network) Training Method Based on Robust Recursive Least Square Method.- A Margin Maximization Training Algorithm for BP Network.- Learning Bayesian Networks Based on a Mutual Information Scoring Function and EMI Method.- Learning Dynamic Bayesian Networks Structure Based on Bayesian Optimization Algorithm.- An On-Line LearningAlgorithm of Parallel Mode for MLPN Models.- An Robust RPCL Algorithm and Its Application in Clustering of Visual Features.- An Evolutionary RBFNN Learning Algorithm for Complex Classzification Problems.- Stock Index Prediction Based on Adaptive Training and Pruning Algorithm.- An Improved Algorithm for Eleman Neural Network by Adding a Modified Error Function.- Regularization Versus Dimension Reduction, Which Is Better?.- Integrated Analytic Framework for Neural Network Construction.- Neural Networks Structures.- A Novel Method of Constructing ANN.- Topographic Infomax in a Neural Multigrid.- Genetic Granular Neural Networks.- A Multi-Level Probabilistic Neural Network.- An Artificial Immune Network Model Applied to Data Clustering and Classification.- Sparse Coding in Sparse Winner Networks.- Multi-Valued Cellular Neural Networks and Its Application for Associative Memory.- Emergence of Topographic Cortical Maps in a Parameterless Local Competition Network.- Graph Matching Recombination for Evolving Neural Networks.- Orthogonal Least Squares Based on QR Decomposition for Wavelet Networks.- Implementation of Multi-valued Logic Based on Bi-threshold Neural Networks.- Iteratively Reweighted Fitting for Reduced Multivariate Polynomial Model.- Decomposition Method for Tree Kernels.- An Intelligent Hybrid Approach for Designing Increasing Translation Invariant Morphological Operators for Time Series Forecasting.- Ordering Grids to Identify the Clustering Structure.- An Improve to Human Computer Interaction, Recovering Data from Databases Through Spoken Natural Language.- 3D Reconstruction Approach Based on Neural Network.- A New Method of IRFPA Nonuniformity Correction.- Novel Shape-From-Shading Methodology with Specular Reflectance Using Wavelet Networks.- Attribute Reduction Based on Bi-directional Distance Correlation and Radial Basis Network.- Unbiased Linear Neural-Based Fusion with Normalized Weighted Average Algorithm for Regression.- Discriminant Analysis with Label Constrained Graph Partition.- The Kernelized Geometrical Bisection Methods.- Design and Implementation of a General Purpose Neural Network Processor.- A Forward Constrained Selection Algorithm for Probabilistic Neural Network.- Probabilistic Motion Switch Tracking Method Based on Mean Shift and Double Model Filters.- Neural Networks for Pattern Recognition.- Human Action Recognition Using a Modified Convolutional Neural Network.- Neural Networks Based Image Recognition: A New Approach.- Human Touching Behavior Recognition Based on Neural Networks.- Kernel Fisher NPE for Face Recognition.- A Parallel RBFNN Classifier Based on S-Transform for Recognition of Power Quality Disturbances.- Recognition of Car License Plates Using Morphological Features, Color Information and an Enhanced FCM Algorithm.- Modified ART2A-DWNN for Automatic Digital Modulation Recognition.- Target Recognition of FLIR Images on Radial Basis Function Neural Network.- Two-Dimensional Bayesian Subspace Analysis for Face Recognition.- A Wavelet-Based Neural Network Applied to Surface Defect Detection of LED Chips.- Graphic Symbol Recognition of Engineering Drawings Based on Multi-Scale Autoconvolution Transform.- Driver Fatigue Detection by Fusing Multiple Cues.- Palmprint Recognition Using a Novel Sparse Coding Technique.- Radial Basis Probabilistic Neural Networks Committee for Palmprint Recognition.- A Connectionist Thematic Grid Predictor for Pre-parsed Natural Language Sentences.- Perfect Recall on the Lernmatrix.- A New Text Detection Approach Based on BP Neural Network for Vehicle License Plate Detection in Complex Background.- Searching Eye Centers Using a Context-Based Neural Network.- A Fast New Small Target Detection Algorithm Based on Regularizing Partial Differential Equation in IR Clutter.- The Evaluation Measure of Text Clustering for the Variable Number of Clusters.- Clustering-Based Reference Set Reduction for k-Nearest Neighbor.- A Contourlet-Based Method for Wavelet Neural Network Automatic Target Recognition.- Facial Expression Analysis on Semantic Neighborhood Preserving Embedding.- Face Recognition from a Single Image per Person Using Common Subfaces Method.- SOMs, ICA/PCA.- A Structural Adapting Self-organizing Maps Neural Network.- How Good Is the Backpropogation Neural Network Using a Self-Organised Network Inspired by Immune Algorithm (SONIA) When Used for Multi-step Financial Time Series Prediction?.- Edge Detection Combined Entropy Threshold and Self-Organizing Map (SOM).- Hierarchical SOMs: Segmentation of Cell-Migration Images.- Network Anomaly Detection Based on DSOM and ACO Clustering.- Hybrid Pipeline Structure for Self-Organizing Learning Array.- CSOM for Mixed Data Types.- The Application of ICA to the X-Ray Digital Subtraction Angiography.- Relative Principle Component and Relative Principle Component Analysis Algorithm.- The Hybrid Principal Component Analysis Based on Wavelets and Moving Median Filter.- Recursive Bayesian Linear Discriminant for Classification.- Histogram PCA.- Simultaneously Prediction of Network Traffic Flow Based on PCA-SVR.- An Efficient K-Hyperplane Clustering Algorithm and Its Application to Sparse Component Analysis.- A PCA-Combined Neural Network Software Sensor for SBR Processes.- Symmetry Based Two-Dimensional Principal Component Analysis for Face Recognition.- A Method Based on ICA and SVM/GMM for Mixed Acoustic Objects Recognition.- ICA Based Super-Resolution Face Hallucination and Recognition.- Principal Component Analysis Based Probability Neural Network Optimization.- A Multi-scale Dynamically Growing Hierarchical Self-organizing Map for Brain MRI Image Segmentation.- Biomedical Applications.- A Study on How to Classify the Security Rating of Medical Information Neural Network.- Detecting Biomarkers for Major Adverse Cardiac Events Using SVM with PLS Feature Selection and Extraction.- Hybrid Systems and Artificial Immune Systems: Performances and Applications to Biomedical Research.- NeuroOracle: Integration of Neural Networks into an Object-Relational Database System.- Discrimination of Coronary Microcirculatory Dysfunction Based on Generalized Relevance LVQ.- Multiple Signal Classification Based on Genetic Algorithm for MEG Sources Localization.- Registration of 3D FMT and CT Images of Mouse Via Affine Transformation with Bayesian Iterative Closest Points.- Automatic Diagnosis of Foot Plant Pathologies: A Neural Networks Approach.- Phase Transitions Caused by Threshold in Random Neural Network and Its Medical Applications.- Multiresolution of Clinical EEG Recordings Based on Wavelet Packet Analysis.- Comparing Analytical Decision Support Models Through Boolean Rule Extraction: A Case Study of Ovarian Tumour Malignancy.- Human Sensibility Evaluation Using Neural Network and Multiple-Template Method on Electroencephalogram (EEG).- A Decision Method for Air-Pressure Limit Value Based on the Respiratory Model with RBF Expression of Elastance.- Hand Tremor Classification Using Bispectrum Analysis of Acceleration Signals and Back-Propagation Neural Network.- A Novel Ensemble Approach for Cancer Data Classification.- Biological Sequence Data Preprocessing for Classification: A Case Study in Splice Site Identification.- A Method of X-Ray Image Recognition Based on Fuzzy Rule and Parallel Neural Networks.- Detection of Basal Cell Carcinoma Based on Gaussian Prototype Fitting of Confocal Raman Spectra.- Prediction of Helix, Strand Segments from Primary Protein Sequences by a Set of Neural Networks.- A Novel EPA-KNN Gene Classification Algorithm.- A Novel Method for Prediction of Protein Domain Using Distance-Based Maximal Entropy.- The Effect of Recording Reference on EEG: Phase Synchrony and Coherence.- Biological Inspired Global Descriptor for Shape Matching.- Fuzzy Support Vector Machine for EMG Pattern Recognition and Myoelectrical Prosthesis Control.- Classification of Obstructive Sleep Apnea by Neural Networks.