Advances in Neural Networks - ISNN 2007: 4th International Symposium on Neutral Networks, ISNN 2007 Nanjing, China, June 3-7, 2007. Proceedings, Part IIDerong Liu, Shumin Fei, Zeng-Guang Hou, Huaguang Zhang, Changyin Sun Springer, 2007. gada 14. jūl. - 1316 lappuses This book is part of a three volume set that constitutes the refereed proceedings of the 4th International Symposium on Neural Networks, ISNN 2007, held in Nanjing, China in June 2007. Coverage includes neural networks for control applications, robotics, data mining and feature extraction, chaos and synchronization, support vector machines, fault diagnosis/detection, image/video processing, and applications of neural networks. |
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57 | |
Unbiased Linear NeuralBased Fusion with Normalized Weighted Average Algorithm for Regression | 664 |
Discriminant Analysis with Label Constrained Graph Partition | 671 |
The Kernelized Geometrical Bisection Methods | 680 |
Design and Implementation of a General Purpose Neural Network Processor | 689 |
A Forward Constrained Selection Algorithm for Probabilistic Neural Network | 699 |
Probabilistic Motion Switch Tracking Method Based on Mean Shift and Double Model Filters | 705 |
Human Action Recognition Using a Modified Convolutional Neural Network | 715 |
A New Approach | 724 |
63 | |
72 | |
79 | |
88 | |
96 | |
104 | |
113 | |
Integrating KPCA and LSSVM for Chaotic Time Series Forecasting Via Similarity Analysis | 120 |
Prediction of Chaotic Time Series Using LSSVM with Simulated Annealing Algorithms | 127 |
Radial Basis Function Neural Network Predictor for Parameter Estimation in Chaotic Noise | 135 |
Global Exponential Synchronization of Chaotic Neural Networks with Time Delays | 143 |
A Fuzzy Neural Network Based on BackPropagation | 151 |
State Space Partition for Reinforcement Learning Based on Fuzzy MinMax Neural Network | 160 |
Realization of an Improved Adaptive NeuroFuzzy Inference System in DSP | 170 |
Neurofuzzy Power Plant Predictive Control | 179 |
GADriven Fuzzy SetBased Polynomial Neural Networks with Information Granules for Multivariable Software Process | 186 |
The ANN Inverse Control of Induction Motor with Robust Flux Observer Based on ESO | 196 |
Design of Fuzzy RelationBased Polynomial Neural Networks Using Information Granulation and Symbolic Gene Type Genetic Algorithms | 206 |
Fuzzy Neural Network Classification Design Using Support Vector Machine in Welding Defect | 216 |
Multigranular Control of Double Inverted Pendulum Based on Universal Logics Fuzzy Neural Networks | 224 |
The Research of Decision Information Fusion Algorithm Based on the Fuzzy Neural Networks | 234 |
Equalization of Channel Distortion Using Nonlinear NeuroFuzzy Network | 241 |
Comparative Studies of Fuzzy Genetic Algorithms | 251 |
Fuzzy Random DependentChance Bilevel Programming with Applications | 257 |
Fuzzy Optimization Problems with Critical ValueatRisk Criteria | 267 |
NeuralNetworkDriven Fuzzy Optimum Selection for Mechanism Schemes | 275 |
Atrial Arrhythmias Detection Based on Neural Network Combining Fuzzy Classifiers | 284 |
A NeuralFuzzy Pattern Recognition Algorithm Based Cutting Tool Condition Monitoring Procedure | 293 |
Research on Customer Classification in ESupermarket by Using Modified Fuzzy Neural Networks | 301 |
Recurrent Fuzzy Neural Network Based System for Battery Charging | 307 |
Type2 Fuzzy Neuro System Via InputtoStateStability Approach | 317 |
Fuzzy Neural Petri Nets | 328 |
Hardware Design of an Adaptive Neurofuzzy Network with OnChip Learning Capability | 336 |
Stock Prediction Using FCMACBYY | 346 |
A Hybrid Rule Extraction Method Using Rough Sets and Neural Networks | 352 |
A Novel Approach for Extraction of Fuzzy Rules Using the Neurofuzzy Network and Its Application in the Blending Process of Raw Slurry | 362 |
Neural Network Training Using Genetic Algorithm with a Novel Binary Encoding | 371 |
Adaptive Training of a KernelBased Representative and Discriminative Nonlinear Classifier | 381 |
Application to a Bioprocess | 391 |
FNN Feedforward Neural Network Training Method Based on Robust Recursive Least Square Method | 398 |
A Margin Maximization Training Algorithm for BP Network | 406 |
Learning Bayesian Networks Based on a Mutual Information Scoring Function and EMI Method | 414 |
Learning Dynamic Bayesian Networks Structure Based on Bayesian Optimization Algorithm | 424 |
An OnLine Learning Algorithm of Parallel Mode for MLPN Models | 432 |
An Robust RPCL Algorithm and Its Application in Clustering of Visual Features | 438 |
An Evolutionary RBFNN Learning Algorithm for Complex Classzification Problems | 448 |
Stock Index Prediction Based on Adaptive Training and Pruning Algorithm | 457 |
An Improved Algorithm for Eleman Neural Network by Adding a Modified Error Function | 465 |
Regularization Versus Dimension Reduction Which Is Better? | 474 |
Integrated Analytic Framework for Neural Network Construction | 483 |
A Novel Method of Constructing ANN | 493 |
Topographic Infomax in a Neural Multigrid | 500 |
Genetic Granular Neural Networks | 510 |
A MultiLevel Probabilistic Neural Network | 516 |
An Artificial Immune Network Model Applied to Data Clustering and Classification | 526 |
Sparse Coding in Sparse Winner Networks | 534 |
MultiValued Cellular Neural Networks and Its Application for Associative Memory | 542 |
Emergence of Topographic Cortical Maps in a Parameterless Local Competition Network | 552 |
Graph Matching Recombination for Evolving Neural Networks | 562 |
Orthogonal Least Squares Based on QR Decomposition for Wavelet Networks | 569 |
Implementation of Multivalued Logic Based on Bithreshold Neural Networks | 575 |
Iteratively Reweighted Fitting for Reduced Multivariate Polynomial Model | 583 |
Decomposition Method for Tree Kernels | 593 |
An Intelligent Hybrid Approach for Designing Increasing Translation Invariant Morphological Operators for Time Series Forecasting | 602 |
Ordering Grids to Identify the Clustering Structure | 612 |
An Improve to Human Computer Interaction Recovering Data from Databases Through Spoken Natural Language | 620 |
3D Reconstruction Approach Based on Neural Network | 630 |
A New Method of IRFPA Nonuniformity Correction | 640 |
Novel ShapeFromShading Methodology with Specular Reflectance Using Wavelet Networks | 646 |
Attribute Reduction Based on Bidirectional Distance Correlation and Radial Basis Network | 656 |
Human Touching Behavior Recognition Based on Neural Networks | 730 |
Kernel Fisher NPE for Face Recognition | 740 |
A Parallel RBFNN Classifier Based on STransform for Recognition of Power Quality Disturbances | 746 |
Recognition of Car License Plates Using Morphological Features Color Information and an Enhanced FCM Algorithm | 756 |
Modified ART2ADWNN for Automatic Digital Modulation Recognition | 765 |
Target Recognition of FLIR Images on Radial Basis Function Neural Network | 772 |
TwoDimensional Bayesian Subspace Analysis for Face Recognition | 778 |
A WaveletBased Neural Network Applied to Surface Defect Detection of LED Chips | 785 |
Graphic Symbol Recognition of Engineering Drawings Based on MultiScale Autoconvolution Transform | 793 |
Driver Fatigue Detection by Fusing Multiple Cues | 801 |
Palmprint Recognition Using a Novel Sparse Coding Technique | 810 |
Radial Basis Probabilistic Neural Networks Committee for Palmprint Recognition | 819 |
A Connectionist Thematic Grid Predictor for Preparsed Natural Language Sentences | 825 |
Perfect Recall on the Lernmatrix | 835 |
A New Text Detection Approach Based on BP Neural Network for Vehicle License Plate Detection in Complex Background | 842 |
Searching Eye Centers Using a ContextBased Neural Network | 851 |
A Fast New Small Target Detection Algorithm Based on Regularizing Partial Differential Equation in IR Clutter | 861 |
The Evaluation Measure of Text Clustering for the Variable Number of Clusters | 871 |
ClusteringBased Reference Set Reduction for kNearest Neighbor | 880 |
A ContourletBased Method for Wavelet Neural Network Automatic Target Recognition | 889 |
Facial Expression Analysis on Semantic Neighborhood Preserving Embedding | 896 |
Face Recognition from a Single Image per Person Using Common Subfaces Method | 905 |
A Structural Adapting Selforganizing Maps Neural Network | 913 |
How Good Is the Backpropogation Neural Network Using a SelfOrganised Network Inspired by Immune Algorithm SONIA When Used for Multiste... | 921 |
Edge Detection Combined Entropy Threshold and SelfOrganizing Map SOM | 931 |
Segmentation of CellMigration Images | 938 |
Network Anomaly Detection Based on DSOM and ACO Clustering | 947 |
Hybrid Pipeline Structure for SelfOrganizing Learning Array | 956 |
CSOM for Mixed Data Types | 965 |
The Application of ICA to the XRay Digital Subtraction Angiography | 979 |
Relative Principle Component and Relative Principle Component Analysis Algorithm | 985 |
The Hybrid Principal Component Analysis Based on Wavelets and Moving Median Filter | 994 |
Recursive Bayesian Linear Discriminant for Classification | 1002 |
Histogram PCA | 1012 |
Simultaneously Prediction of Network Traffic Flow Based on PCASVR | 1022 |
An Efficient KHyperplane Clustering Algorithm and Its Application to Sparse Component Analysis | 1032 |
A PCACombined Neural Network Software Sensor for SBR Processes | 1042 |
Symmetry Based TwoDimensional Principal Component Analysis for Face Recognition | 1048 |
A Method Based on ICA and SVMGMM for Mixed Acoustic Objects Recognition | 1056 |
ICA Based SuperResolution Face Hallucination and Recognition | 1065 |
Principal Component Analysis Based Probability Neural Network Optimization | 1072 |
A Multiscale Dynamically Growing Hierarchical Selforganizing Map for Brain MRI Image Segmentation | 1081 |
A Study on How to Classify the Security Rating of Medical Information Neural Network | 1090 |
Detecting Biomarkers for Major Adverse Cardiac Events Using SVM with PLS Feature Selection and Extraction | 1097 |
Performances and Applications to Biomedical Research | 1107 |
Integration of Neural Networks into an ObjectRelational Database System | 1115 |
Discrimination of Coronary Microcirculatory Dysfunction Based on Generalized Relevance LVQ | 1125 |
Multiple Signal Classification Based on Genetic Algorithm for MEG Sources Localization | 1133 |
Registration of 3D FMT and CT Images of Mouse Via Affine Transformation with Bayesian Iterative Closest Points | 1140 |
A Neural Networks Approach | 1150 |
Phase Transitions Caused by Threshold in Random Neural Network and Its Medical Applications | 1159 |
Multiresolution of Clinical EEG Recordings Based on Wavelet Packet Analysis | 1168 |
A Case Study of Ovarian Tumour Malignancy | 1177 |
Human Sensibility Evaluation Using Neural Network and MultipleTemplate Method on Electroencephalogram EEG | 1187 |
A Decision Method for AirPressure Limit Value Based on the Respiratory Model with RBF Expression of Elastance | 1194 |
Hand Tremor Classification Using Bispectrum Analysis of Acceleration Signals and BackPropagation Neural Network | 1202 |
A Novel Ensemble Approach for Cancer Data Classification | 1211 |
A Case Study in Splice Site Identification | 1221 |
A Method of XRay Image Recognition Based on Fuzzy Rule and Parallel Neural Networks | 1231 |
Detection of Basal Cell Carcinoma Based on Gaussian Prototype Fitting of Confocal Raman Spectra | 1240 |
Prediction of Helix Strand Segments from Primary Protein Sequences by a Set of Neural Networks | 1248 |
A Novel EPAKNN Gene Classification Algorithm | 1254 |
A Novel Method for Prediction of Protein Domain Using DistanceBased Maximal Entropy | 1264 |
Phase Synchrony and Coherence | 1273 |
Biological Inspired Global Descriptor for Shape Matching | 1281 |
Fuzzy Support Vector Machine for EMG Pattern Recognition and Myoelectrical Prosthesis Control | 1291 |
Classification of Obstructive Sleep Apnea by Neural Networks | 1299 |
Author Index | 1309 |
Citi izdevumi - Skatīt visu
Advances in Neural Networks - ISNN 2007: 4th International Symposium on ... Derong Liu,Shumin Fei,Zeng-Guang Hou Ierobežota priekšskatīšana - 2007 |
Advances in Neural Networks - ISNN 2007: 4th International Symposium on ... Derong Liu,Shumin Fei,Zeng-Guang Hou,Huaguang Zhang,Changyin Sun Priekšskatījums nav pieejams - 2007 |
Bieži izmantoti vārdi un frāzes
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