دانلود کتاب Advances in Neural Networks - ISNN 2010: 7th International Symposium on Neural Networks, ISNN 2010, Shanghai, China, June 6-9, 2010, Proceedings, Part II

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Front Matter....Pages -
Support Vector Regression and Ant Colony Optimization for Grid Resources Prediction....Pages 1-8
An Improved Kernel Principal Component Analysis for Large-Scale Data Set....Pages 9-16
Software Defect Prediction Using Fuzzy Support Vector Regression....Pages 17-24
Refining Kernel Matching Pursuit....Pages 25-32
Optimization of Training Samples with Affinity Propagation Algorithm for Multi-class SVM Classification....Pages 33-41
An Effective Support Vector Data Description with Relevant Metric Learning....Pages 42-51
A Support Vector Machine (SVM) Classification Approach to Heart Murmur Detection....Pages 52-59
Genetic Algorithms with Improved Simulated Binary Crossover and Support Vector Regression for Grid Resources Prediction....Pages 60-67
Temporal Gene Expression Profiles Reconstruction by Support Vector Regression and Framelet Kernel....Pages 68-74
Linear Replicator in Kernel Space....Pages 75-82
Coincidence of the Solutions of the Modified Problem with the Original Problem of v -MC-SVM....Pages 83-89
Frequency Spectrum Modification: A New Model for Visual Saliency Detection....Pages 90-96
3D Modeling from Multiple Images....Pages 97-103
Infrared Face Recognition Based on Histogram and K-Nearest Neighbor Classification....Pages 104-111
Palmprint Recognition Using 2D-Gabor Wavelet Based Sparse Coding and RBPNN Classifier....Pages 112-119
Global Face Super Resolution and Contour Region Constraints....Pages 120-127
An Approach to Texture Segmentation Analysis Based on Sparse Coding Model and EM Algorithm....Pages 128-135
A Novel Object Categorization Model with Implicit Local Spatial Relationship....Pages 136-143
Facial Expression Recognition Method Based on Gabor Wavelet Features and Fractional Power Polynomial Kernel PCA....Pages 144-151
Affine Invariant Topic Model for Generic Object Recognition....Pages 152-161
Liver Segmentation from Low Contrast Open MR Scans Using K-Means Clustering and Graph-Cuts....Pages 162-169
A Biologically-Inspired Automatic Matting Method Based on Visual Attention....Pages 170-177
Palmprint Classification Using Wavelets and AdaBoost....Pages 178-183
Face Recognition Based on Gabor-Enhanced Manifold Learning and SVM....Pages 184-191
Gradient-based Local Descriptor and Centroid Neural Network for Face Recognition....Pages 192-199
Mean Shift Segmentation Method Based on Hybridized Particle Swarm Optimization....Pages 200-207
Palmprint Recognition Using Polynomial Neural Network....Pages 208-213
Motion Detection Based on Biological Correlation Model....Pages 214-221
Research on a Novel Image Encryption Scheme Based on the Hybrid of Chaotic Maps....Pages 222-229
Computational and Neural Mechanisms for Visual Suppression....Pages 230-239
Visual Selection and Attention Shifting Based on FitzHugh-Nagumo Equations....Pages 240-249
Pruning Training Samples Using a Supervised Clustering Algorithm....Pages 250-257
An Extended Validity Index for Identifying Community Structure in Networks....Pages 258-267
Selected Problems of Intelligent Corpus Analysis through Probabilistic Neural Networks....Pages 268-275
A Novel Chinese Text Feature Selection Method Based on Probability Latent Semantic Analysis....Pages 276-281
A New Closeness Metric for Social Networks Based on the k Shortest Paths....Pages 282-291
A Location Based Text Mining Method Using ANN for Geospatial KDD Process....Pages 292-301
Modeling Topical Trends over Continuous Time with Priors....Pages 302-311
Improving Sequence Alignment Based Gene Functional Annotation with Natural Language Processing and Associative Clustering....Pages 312-321
Acquire Job Opportunities for Chinese Disabled Persons Based on Improved Text Classification....Pages 322-329
Research and Application to Automatic Indexing....Pages 330-336
Hybrid Clustering of Multiple Information Sources via HOSVD....Pages 337-345
A Novel Hybrid Data Mining Method Based on the RS and BP....Pages 346-352
Dynamic Extension of Approximate Entropy Measure for Brain-Death EEG....Pages 353-359
Multi-modal EEG Online Visualization and Neuro-Feedback....Pages 360-367
Applications of Second Order Blind Identification to High-Density EEG-Based Brain Imaging: A Review....Pages 368-377
A Method for MRI Segmentation of Brain Tissue....Pages 378-384
Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials....Pages 385-391
The Coherence Changes in the Depressed Patients in Response to Different Facial Expressions....Pages 392-399
Estimation of Event Related Potentials Using Wavelet Denoising Based Method....Pages 400-407
Adaptive Fit Parameters Tuning with Data Density Changes in Locally Weighted Learning....Pages 408-415
Structure Analysis of Email Networks by Information-Theoretic Clustering....Pages 416-425
Recognizing Mixture Control Chart Patterns with Independent Component Analysis and Support Vector Machine....Pages 426-431
Application of Rough Fuzzy Neural Network in Iron Ore Import Risk Early-Warning....Pages 432-438
Emotion Recognition and Communication for Reducing Second-Language Speaking Anxiety in a Web-Based One-to-One Synchronous Learning Environment....Pages 439-447
A New Short-Term Load Forecasting Model of Power System Based on HHT and ANN....Pages 448-454
Sensitivity Analysis of CRM Indicators....Pages 455-463
Endpoint Detection of SiO 2 Plasma Etching Using Expanded Hidden Markov Model....Pages 464-471
Kernel Independent Component Analysis and Dynamic Selective Neural Network Ensemble for Fault Diagnosis of Steam Turbine....Pages 472-480
A Neural Network Model for Evaluating Mobile Ad Hoc Wireless Network Survivability....Pages 481-488
Ultra High Frequency Sine and Sine Higher Order Neural Networks....Pages 489-496
Robust Adaptive Control Scheme Using Hopfield Dynamic Neural Network for Nonlinear Nonaffine Systems....Pages 497-506
A New Intelligent Prediction Method for Grade Estimation....Pages 507-515
Kernel-Based Lip Shape Clustering with Phoneme Recognition for Real-Time Voice Driven Talking Face....Pages 516-523
Dynamic Fixed-Point Arithmetic Design of Embedded SVM-Based Speaker Identification System....Pages 524-531
A Neural Network Based Model for Project Risk and Talent Management....Pages 532-539
Harnessing ANN for a Secure Environment....Pages 540-547
Facility Power Usage Modeling and Short Term Prediction with Artificial Neural Networks....Pages 548-555
Classification of Malicious Software Behaviour Detection with Hybrid Set Based Feed Forward Neural Network....Pages 556-565
MULP: A Multi-Layer Perceptron Application to Long-Term, Out-of-Sample Time Series Prediction....Pages 566-575
Denial of Service Detection with Hybrid Fuzzy Set Based Feed Forward Neural Network....Pages 576-585
Learning to Believe by Feeling: An Agent Model for an Emergent Effect of Feelings on Beliefs....Pages 586-595
Soft Set Theoretic Approach for Discovering Attributes Dependency in Information Systems....Pages 596-605
An Application of Optimization Model to Multi-agent Conflict Resolution....Pages 606-614
Using TOPSIS Approach for Solving the Problem of Optimal Competence Set Adjustment with Multiple Target Solutions....Pages 615-624
About the End-User for Discovering Knowledge....Pages 625-635
Back Matter....Pages -