Advances in Neural Networks -- ISNN 2010: 7th International Symposium on Neural Networks, ISNN 2010, Shanghai, China, June 6-9, 2010, Proceedings, Part II / Edition 1

SVM and Kernel Methods

Support Vector Regression and Ant Colony Optimization for Grid Resources Prediction Hongwei Li Li, Hongwei 1

An Improved Kernel Principal Component Analysis for Large-Scale Data Set Dexian Zhang Zhang, Dexian 9

Software Defect Prediction Using Fuzzy Support Vector Regression Ping Guo Ping, Guo 17

Refining Kernel Matching Pursuit Yao Lu Yao, Lu 25

Optimization of Training Samples with Affinity Propagation Algorithm for Multi-class SVM Classification Ping Guo Ping, Guo 33

An Effective Support Vector Data Description with Relevant Metric Learning Zhisong Pan Pan, Zhisong 42

A Support Vector Machine (SVM) Classification Approach to Heart Murmur Detection Jiann-Shiou Yang Yang, Jiann-Shiou 52

Genetic Algorithms with Improved Simulated Binary Crossover and Support Vector Regression for Grid Resources Prediction Hongwei Li Li, Hongwei 60

Temporal Gene Expression Profiles Reconstruction by Support Vector Regression and Framelet Kernel Hong Yan Hong, Yan 68

Linear Replicator in Kernel Space Cheng-Yuan Liou Liou, Cheng-Yuan 75

Coincidence of the Solutions of the Modified Problem with the Original Problem of v-MC-SVM Wei Zhang Wei, Zhang 83

Vision and Image

Frequency Spectrum Modification: A New Model for Visual Saliency Detection Chengdong Wu Wu, Chengdong 90

3D Modeling from Multiple Images Wai-Kuen Cham Cham, Wai-Kuen 97

Infrared Face Recognition Based on Histogram and K-Nearest Neighbor Classification Zhilei Liu Liu, Zhilei 104

Palmprint Recognition Using 2D-Gabor Wavelet Based Sparse Coding and RBPNN Classifier Jixiang Du Du, Jixiang 112

Global Face Super Resolution and Contour Region Constraints Zhen Han Zhen, Han 120

An Approach to Texture Segmentation Analysis Based on Sparse Coding Model and EM Algorithm Jun Miao Jun, Miao 128

A Novel Object Categorization Model with Implicit Local Spatial Relationship Wei Sun Wei, Sun 136

Facial Expression Recognition Method Based on Gabor Wavelet Features and Fractional Power Polynomial Kernel PCA Yan-Tao Tian Tian, Yan-Tao 144

Affine Invariant Topic Model for Generic Object Recognition Liqing Zhang Zhang, Liqing 152

Liver Segmentation from Low Contrast Open MR Scans Using K-Means Clustering and Graph-Cuts Amir H Foruzan Foruzan, Amir H 162

A Biologically-Inspired Automatic Matting Method Based on Visual Attention Lina Wu Wu, Lina 170

Palmprint Classification Using Wavelets and AdaBoost Robert Busa-Fekete Busa-Fekete, Robert 178

Face Recognition Based on Gabor-Enhanced Manifold Learning and SVM Chengan Guo Guo, Chengan 184

Gradient-based Local Descriptor and Centroid Neural Network for Face Recognition Dong-Min Woo Woo, Dong-Min 192

Mean Shift Segmentation Method Based on Hybridized Particle Swarm Optimization Gang Li Gang, Li 200

Palmprint Recognition Using Polynomial Neural Network Na Li Na, Li 208

Motion Detection Based on Biological Correlation Model Qingqing Zheng Zheng, Qingqing 214

Research on a Novel Image Encryption Scheme Based on the Hybrid of Chaotic Maps Shangzhu Jin Jin, Shangzhu 222

Computational and Neural Mechanisms for Visual Suppression Charles Q. Wu Wu, Charles Q. 230

Visual Selection and Attention Shifting Based on FitzHugh-Nagumo Equations Bingpeng Ma Ma, Bingpeng 240

Data Mining and Text Analysis

Pruning Training Samples Using a Supervised Clustering Algorithm Bao-Liang Lu Lu, Bao-Liang 250

An Extended Validity Index for Identifying Community Structure in Networks Jian Liu Jian, Liu 258

Selected Problems of Intelligent Corpus Analysis through Probabilistic Neural Networks Ana Botella Trelis Trelis, Ana Botella 268

A Novel Chinese Text Feature Selection Method Based on Probability Latent Semantic Analysis Chuanwei Liang Liang, Chuanwei 276

A New Closeness Metric for Social Networks Based on the k Shortest Paths Zhaopeng Meng Meng, Zhaopeng 282

A Location Based Text Mining Method Using ANN for Geospatial KDD Process Shih-Hao Wang Wang, Shih-Hao 292

Modeling Topical Trends over Continuous Time with Priors Kiyoshi Oguri Oguri, Kiyoshi 302

Improving Sequence Alignment Based Gene Functional Annotation with Natural Language Processing and Associative Clustering Ji He Ji, He 312

Acquire Job Opportunities for Chinese Disabled Persons Based on Improved Text Classification Mei Gu Mei, Gu 322

Research and Application to Automatic Indexing Yu-Qin Li Li, Yu-Qin 330

Hybrid Clustering of Multiple Information Sources via HOSVD Bart De Moor De Moor, Bart 337

A Novel Hybrid Data Mining Method Based on the RS and BP Kaiyu Tao Tao, Kaiyu 346

BCI and Brain Imaging

Dynamic Extension of Approximate Entropy Measure for Brain-Death EEG Rubin Wang Wang, Rubin 353

Multi-modal EEG Online Visualization and Neuro-Feedback Junhua Li Li, Junhua 360

Applications of Second Order Blind Identification to High-Density EEG-Based Brain Imaging: A Review Akaysha Tang Tang, Akaysha 368

A Method for MRI Segmentation of Brain Tissue Zhang Yi Zhang, Yi 378

Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials Tapani Ristaniemi Ristaniemi, Tapani 385

The Coherence Changes in the Depressed Patients in Response to Different Facial Expressions Jijun Wang Wang, Jijun 392

Estimation of Event Related Potentials Using Wavelet Denoising Based Method Renlai Zhou Zhou, Renlai 400

Applications

Adaptive Fit Parameters Tuning with Data Density Changes in Locally Weighted Learning Song Guo Jie Song, Guo Jie 408

Structure Analysis of Email Networks by Information-Theoretic Clustering Guoyin Wang Wang, Guoyin 416

Recognizing Mixture Control Chart Patterns with Independent Component Analysis and Support Vector Machine Yu-Chiun Wang Wang, Yu-Chiun 426

Application of Rough Fuzzy Neural Network in Iron Ore Import Risk Early-Warning Juan Yang Yang, Juan 432

Emotion Recognition and Communication for Reducing Second-Language Speaking Anxiety in a Web-Based One-to-One Synchronous Learning Environment Chin-Ming Hong Hong, Chin-Ming 439

A New Short-Term Load Forecasting Model of Power System Based on HHT and ANN Gang Chen Gang, Chen 448

Sensitivity Analysis of CRM Indicators Dalia Kriksciuniene Kriksciuniene, Dalia 455

Endpoint Detection of SiO2 Plasma Etching Using Expanded Hidden Markov Model Seung-Soo Han Han, Seung-Soo 464

Kernel Independent Component Analysis and Dynamic Selective Neural Network Ensemble for Fault Diagnosis of Steam Turbine Pu Han Pu, Han 472

A Neural Network Model for Evaluating Mobile Ad Hoc Wireless Network Survivability Chuan He Huang Chuan, He Huang 481

Ultra High Frequency Sine and Sine Higher Order Neural Networks Ming Zhang Ming, Zhang 489

Robust Adaptive Control Scheme Using Hopfield Dynamic Neural Network for Nonlinear Nonaffine Systems Tsu-Tian Lee Lee, Tsu-Tian 497

A New Intelligent Prediction Method for Grade Estimation Qianjin Guo Guo, Qianjin 507

Kernel-Based Lip Shape Clustering with Phoneme Recognition for Real-Time Voice Driven Talking Face Zong-You Chen Chen, Zong-You 516

Dynamic Fixed-Point Arithmetic Design of Embedded SVM-Based Speaker Identification System Ta-Wei Sun Sun, Ta-Wei 524

A Neural Network Based Model for Project Risk and Talent Management Lalith Premaratne Premaratne, Lalith 532

Harnessing ANN for a Secure Environment Wan H. Hassan Wan, H. Hassan 540

Facility Power Usage Modeling and Short Term Prediction with Artificial Neural Networks Xiao-Hua Yu Yu, Xiao-Hua 548

Classification of Malicious Software Behaviour Detection with Hybrid Set Based Feed Forward Neural Network Jianping Xu Xu, Jianping 556

MULP: A Multi-Layer Perceptron Application to Long-Term, Out-of-Sample Time Series Prediction Suela Ruffa Ruffa, Suela 566

Denial of Service Detection with Hybrid Fuzzy Set Based Feed Forward Neural Network Haiming Li Li, Haiming 576

Learning to Believe by Feeling: An Agent Model for an Emergent Effect of Feelings on Beliefs Jan Treur Treur, Jan 586

Soft Set Theoretic Approach for Discovering Attributes Dependency in Information Systems Mustafa Mat Deris Deris, Mustafa Mat 596

An Application of Optimization Model to Multi-agent Conflict Resolution Chih-Yao Lo Lo, Chih-Yao 606

Using TOPSIS Approach for Solving the Problem of Optimal Competence Set Adjustment with Multiple Target Solutions Tsung-Chih Lai Lai, Tsung-Chih 615

About the End-User for Discovering Knowledge Amel Grissa Touzi Touzi, Amel Grissa 625

Author Index 637