Advances in Neural Networks – ISNN 2007: 4th International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part II

Front Matter....Pages -
Synchronization of Chaotic Systems Via the Laguerre–Polynomials-Based Neural Network....Pages 1-7
Chaos Synchronization Between Unified Chaotic System and Genesio System....Pages 8-15
Robust Impulsive Synchronization of Coupled Delayed Neural Networks....Pages 16-23
Synchronization of Impulsive Fuzzy Cellular Neural Networks with Parameter Mismatches....Pages 24-32
Global Synchronization in an Array of Delayed Neural Networks with Nonlinear Coupling....Pages 33-39
Self-synchronization Blind Audio Watermarking Based on Feature Extraction and Subsampling....Pages 40-46
An Improved Extremum Seeking Algorithm Based on the Chaotic Annealing Recurrent Neural Network and Its Application....Pages 47-56
Solving the Delay Constrained Multicast Routing Problem Using the Transiently Chaotic Neural Network....Pages 57-62
Solving Prize-Collecting Traveling Salesman Problem with Time Windows by Chaotic Neural Network....Pages 63-71
A Quickly Searching Algorithm for Optimization Problems Based on Hysteretic Transiently Chaotic Neural Network....Pages 72-78
Secure Media Distribution Scheme Based on Chaotic Neural Network....Pages 79-87
An Adaptive Radar Target Signal Processing Scheme Based on AMTI Filter and Chaotic Neural Networks....Pages 88-95
Horseshoe Dynamics in a Small Hyperchaotic Neural Network....Pages 96-103
The Chaotic Netlet Map....Pages 104-112
A Chaos Based Robust Spatial Domain Watermarking Algorithm....Pages 113-119
Integrating KPCA and LS-SVM for Chaotic Time Series Forecasting Via Similarity Analysis....Pages 120-126
Prediction of Chaotic Time Series Using LS-SVM with Simulated Annealing Algorithms....Pages 127-134
Radial Basis Function Neural Network Predictor for Parameter Estimation in Chaotic Noise....Pages 135-142
Global Exponential Synchronization of Chaotic Neural Networks with Time Delays....Pages 143-150
A Fuzzy Neural Network Based on Back-Propagation....Pages 151-159
State Space Partition for Reinforcement Learning Based on Fuzzy Min-Max Neural Network....Pages 160-169
Realization of an Improved Adaptive Neuro-Fuzzy Inference System in DSP....Pages 170-178
Neurofuzzy Power Plant Predictive Control....Pages 179-185
GA-Driven Fuzzy Set-Based Polynomial Neural Networks with Information Granules for Multi-variable Software Process....Pages 186-195
The ANN Inverse Control of Induction Motor with Robust Flux Observer Based on ESO....Pages 196-205
Design of Fuzzy Relation-Based Polynomial Neural Networks Using Information Granulation and Symbolic Gene Type Genetic Algorithms....Pages 206-215
Fuzzy Neural Network Classification Design Using Support Vector Machine in Welding Defect....Pages 216-223
Multi-granular Control of Double Inverted Pendulum Based on Universal Logics Fuzzy Neural Networks....Pages 224-233
The Research of Decision Information Fusion Algorithm Based on the Fuzzy Neural Networks....Pages 234-240
Equalization of Channel Distortion Using Nonlinear Neuro-Fuzzy Network....Pages 241-250
Comparative Studies of Fuzzy Genetic Algorithms....Pages 251-256
Fuzzy Random Dependent-Chance Bilevel Programming with Applications....Pages 257-266
Fuzzy Optimization Problems with Critical Value-at-Risk Criteria....Pages 267-274
Neural-Network-Driven Fuzzy Optimum Selection for Mechanism Schemes....Pages 275-283
Atrial Arrhythmias Detection Based on Neural Network Combining Fuzzy Classifiers....Pages 284-292
A Neural-Fuzzy Pattern Recognition Algorithm Based Cutting Tool Condition Monitoring Procedure....Pages 293-300
Research on Customer Classification in E-Supermarket by Using Modified Fuzzy Neural Networks....Pages 301-306
Recurrent Fuzzy Neural Network Based System for Battery Charging....Pages 307-316
Type-2 Fuzzy Neuro System Via Input-to-State-Stability Approach....Pages 317-327
Fuzzy Neural Petri Nets....Pages 328-335
Hardware Design of an Adaptive Neuro-fuzzy Network with On-Chip Learning Capability....Pages 336-345
Stock Prediction Using FCMAC-BYY....Pages 346-351
A Hybrid Rule Extraction Method Using Rough Sets and Neural Networks....Pages 352-361
A Novel Approach for Extraction of Fuzzy Rules Using the Neuro-fuzzy Network and Its Application in the Blending Process of Raw Slurry....Pages 362-370
Neural Network Training Using Genetic Algorithm with a Novel Binary Encoding....Pages 371-380
Adaptive Training of a Kernel-Based Representative and Discriminative Nonlinear Classifier....Pages 381-390
Indirect Training of Grey-Box Models: Application to a Bioprocess....Pages 391-397
FNN (Feedforward Neural Network) Training Method Based on Robust Recursive Least Square Method....Pages 398-405
A Margin Maximization Training Algorithm for BP Network....Pages 406-413
Learning Bayesian Networks Based on a Mutual Information Scoring Function and EMI Method....Pages 414-423
Learning Dynamic Bayesian Networks Structure Based on Bayesian Optimization Algorithm....Pages 424-431
An On-Line LearningAlgorithm of Parallel Mode for MLPN Models....Pages 432-437
An Robust RPCL Algorithm and Its Application in Clustering of Visual Features....Pages 438-447
An Evolutionary RBFNN Learning Algorithm for Complex Classzification Problems....Pages 448-456
Stock Index Prediction Based on Adaptive Training and Pruning Algorithm....Pages 457-464
An Improved Algorithm for Eleman Neural Network by Adding a Modified Error Function....Pages 465-473
Regularization Versus Dimension Reduction, Which Is Better?....Pages 474-482
Integrated Analytic Framework for Neural Network Construction....Pages 483-492
A Novel Method of Constructing ANN....Pages 493-499
Topographic Infomax in a Neural Multigrid....Pages 500-509
Genetic Granular Neural Networks....Pages 510-515
A Multi-Level Probabilistic Neural Network....Pages 516-525
An Artificial Immune Network Model Applied to Data Clustering and Classification....Pages 526-533
Sparse Coding in Sparse Winner Networks....Pages 534-541
Multi-Valued Cellular Neural Networks and Its Application for Associative Memory....Pages 542-551
Emergence of Topographic Cortical Maps in a Parameterless Local Competition Network....Pages 552-561
Graph Matching Recombination for Evolving Neural Networks....Pages 562-568
Orthogonal Least Squares Based on QR Decomposition for Wavelet Networks....Pages 569-574
Implementation of Multi-valued Logic Based on Bi-threshold Neural Networks....Pages 575-582
Iteratively Reweighted Fitting for Reduced Multivariate Polynomial Model....Pages 583-592
Decomposition Method for Tree Kernels....Pages 593-601
An Intelligent Hybrid Approach for Designing Increasing Translation Invariant Morphological Operators for Time Series Forecasting....Pages 602-611
Ordering Grids to Identify the Clustering Structure....Pages 612-619
An Improve to Human Computer Interaction, Recovering Data from Databases Through Spoken Natural Language....Pages 620-629
3D Reconstruction Approach Based on Neural Network....Pages 630-639
A New Method of IRFPA Nonuniformity Correction....Pages 640-645
Novel Shape-From-Shading Methodology with Specular Reflectance Using Wavelet Networks....Pages 646-655
Attribute Reduction Based on Bi-directional Distance Correlation and Radial Basis Network....Pages 656-663
Unbiased Linear Neural-Based Fusion with Normalized Weighted Average Algorithm for Regression....Pages 664-670
Discriminant Analysis with Label Constrained Graph Partition....Pages 671-679
The Kernelized Geometrical Bisection Methods....Pages 680-688
Design and Implementation of a General Purpose Neural Network Processor....Pages 689-698
A Forward Constrained Selection Algorithm for Probabilistic Neural Network....Pages 699-704
Probabilistic Motion Switch Tracking Method Based on Mean Shift and Double Model Filters....Pages 705-714
Human Action Recognition Using a Modified Convolutional Neural Network....Pages 715-723
Neural Networks Based Image Recognition: A New Approach....Pages 724-729
Human Touching Behavior Recognition Based on Neural Networks....Pages 730-739
Kernel Fisher NPE for Face Recognition....Pages 740-745
A Parallel RBFNN Classifier Based on S-Transform for Recognition of Power Quality Disturbances....Pages 746-755
Recognition of Car License Plates Using Morphological Features, Color Information and an Enhanced FCM Algorithm....Pages 756-764
Modified ART2A-DWNN for Automatic Digital Modulation Recognition....Pages 765-771
Target Recognition of FLIR Images on Radial Basis Function Neural Network....Pages 772-777
Two-Dimensional Bayesian Subspace Analysis for Face Recognition....Pages 778-784
A Wavelet-Based Neural Network Applied to Surface Defect Detection of LED Chips....Pages 785-792
Graphic Symbol Recognition of Engineering Drawings Based on Multi-Scale Autoconvolution Transform....Pages 793-800
Driver Fatigue Detection by Fusing Multiple Cues....Pages 801-809
Palmprint Recognition Using a Novel Sparse Coding Technique....Pages 810-818
Radial Basis Probabilistic Neural Networks Committee for Palmprint Recognition....Pages 819-824
A Connectionist Thematic Grid Predictor for Pre-parsed Natural Language Sentences....Pages 825-834
Perfect Recall on the Lernmatrix....Pages 835-841
A New Text Detection Approach Based on BP Neural Network for Vehicle License Plate Detection in Complex Background....Pages 842-850
Searching Eye Centers Using a Context-Based Neural Network....Pages 851-860
A Fast New Small Target Detection Algorithm Based on Regularizing Partial Differential Equation in IR Clutter....Pages 861-870
The Evaluation Measure of Text Clustering for the Variable Number of Clusters....Pages 871-879
Clustering-Based Reference Set Reduction for k-Nearest Neighbor....Pages 880-888
A Contourlet-Based Method for Wavelet Neural Network Automatic Target Recognition....Pages 889-895
Facial Expression Analysis on Semantic Neighborhood Preserving Embedding....Pages 896-904
Face Recognition from a Single Image per Person Using Common Subfaces Method....Pages 905-912
A Structural Adapting Self-organizing Maps Neural Network....Pages 913-920
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?....Pages 921-930
Edge Detection Combined Entropy Threshold and Self-Organizing Map (SOM)....Pages 931-937
Hierarchical SOMs: Segmentation of Cell-Migration Images....Pages 938-946
Network Anomaly Detection Based on DSOM and ACO Clustering....Pages 947-955
Hybrid Pipeline Structure for Self-Organizing Learning Array....Pages 956-964
CSOM for Mixed Data Types....Pages 965-978
The Application of ICA to the X-Ray Digital Subtraction Angiography....Pages 979-984
Relative Principle Component and Relative Principle Component Analysis Algorithm....Pages 985-993
The Hybrid Principal Component Analysis Based on Wavelets and Moving Median Filter....Pages 994-1001
Recursive Bayesian Linear Discriminant for Classification....Pages 1002-1011
Histogram PCA....Pages 1012-1021
Simultaneously Prediction of Network Traffic Flow Based on PCA-SVR....Pages 1022-1031
An Efficient K -Hyperplane Clustering Algorithm and Its Application to Sparse Component Analysis....Pages 1032-1041
A PCA-Combined Neural Network Software Sensor for SBR Processes....Pages 1042-1047
Symmetry Based Two-Dimensional Principal Component Analysis for Face Recognition....Pages 1048-1055
A Method Based on ICA and SVM/GMM for Mixed Acoustic Objects Recognition....Pages 1056-1064
ICA Based Super-Resolution Face Hallucination and Recognition....Pages 1065-1071
Principal Component Analysis Based Probability Neural Network Optimization....Pages 1072-1080
A Multi-scale Dynamically Growing Hierarchical Self-organizing Map for Brain MRI Image Segmentation....Pages 1081-1089
A Study on How to Classify the Security Rating of Medical Information Neural Network....Pages 1090-1096
Detecting Biomarkers for Major Adverse Cardiac Events Using SVM with PLS Feature Selection and Extraction....Pages 1097-1106
Hybrid Systems and Artificial Immune Systems: Performances and Applications to Biomedical Research....Pages 1107-1114
NeuroOracle: Integration of Neural Networks into an Object-Relational Database System....Pages 1115-1124
Discrimination of Coronary Microcirculatory Dysfunction Based on Generalized Relevance LVQ....Pages 1125-1132
Multiple Signal Classification Based on Genetic Algorithm for MEG Sources Localization....Pages 1133-1139
Registration of 3D FMT and CT Images of Mouse Via Affine Transformation with Bayesian Iterative Closest Points....Pages 1140-1149
Automatic Diagnosis of Foot Plant Pathologies: A Neural Networks Approach....Pages 1150-1158
Phase Transitions Caused by Threshold in Random Neural Network and Its Medical Applications....Pages 1159-1167
Multiresolution of Clinical EEG Recordings Based on Wavelet Packet Analysis....Pages 1168-1176
Comparing Analytical Decision Support Models Through Boolean Rule Extraction: A Case Study of Ovarian Tumour Malignancy....Pages 1177-1186
Human Sensibility Evaluation Using Neural Network and Multiple-Template Method on Electroencephalogram (EEG)....Pages 1187-1193
A Decision Method for Air-Pressure Limit Value Based on the Respiratory Model with RBF Expression of Elastance....Pages 1194-1201
Hand Tremor Classification Using Bispectrum Analysis of Acceleration Signals and Back-Propagation Neural Network....Pages 1202-1210
A Novel Ensemble Approach for Cancer Data Classification....Pages 1211-1220
Biological Sequence Data Preprocessing for Classification: A Case Study in Splice Site Identification....Pages 1221-1230
A Method of X-Ray Image Recognition Based on Fuzzy Rule and Parallel Neural Networks....Pages 1231-1239
Detection of Basal Cell Carcinoma Based on Gaussian Prototype Fitting of Confocal Raman Spectra....Pages 1240-1247
Prediction of Helix, Strand Segments from Primary Protein Sequences by a Set of Neural Networks....Pages 1248-1253
A Novel EPA-KNN Gene Classification Algorithm....Pages 1254-1263
A Novel Method for Prediction of Protein Domain Using Distance-Based Maximal Entropy....Pages 1264-1272
The Effect of Recording Reference on EEG: Phase Synchrony and Coherence....Pages 1273-1280
Biological Inspired Global Descriptor for Shape Matching....Pages 1281-1290
Fuzzy Support Vector Machine for EMG Pattern Recognition and Myoelectrical Prosthesis Control....Pages 1291-1298
Classification of Obstructive Sleep Apnea by Neural Networks....Pages 1299-1308
Back Matter....Pages -