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

Pirmais vāks
Derong 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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Atlasītās lappuses

Saturs

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

Solving PrizeCollecting Traveling Salesman Problem with Time Windows by Chaotic Neural Network
63
A Quickly Searching Algorithm for Optimization Problems Based on Hysteretic Transiently Chaotic Neural Network
72
Secure Media Distribution Scheme Based on Chaotic Neural Network
79
An Adaptive Radar Target Signal Processing Scheme Based on AMTI Filter and Chaotic Neural Networks
88
Horseshoe Dynamics in a Small Hyperchaotic Neural Network
96
The Chaotic Netlet Map
104
A Chaos Based Robust Spatial Domain Watermarking Algorithm
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
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