Neural information processing : models and applications, 17th International Conference, ICONIP 2010, Sydney, Australia, November 22-25, 2010, proceedings. Part II

The two volume set LNCS 6443 and LNCS 6444 constitutes the proceedings of the 17th International Conference on Neural Information Processing, ICONIP 2010, held in Sydney, Australia, in November 2010. The 146 regular session papers presented were carefully reviewed and selected from 470 submissions. The papers of part I are organized in topical sections on neurodynamics, computational neuroscience and cognitive science, data and text processing, adaptive algorithms, bio-inspired algorithms, and hierarchical methods. The second volume is structured in topical sections on brain computer interface, kernel methods, computational advance in bioinformatics, self-organizing maps and their applications, machine learning applications to image analysis, and applications. Front Matter....Pages - Utilizing Fuzzy-SVM and a Subject Database to Reduce the Calibration Time of P300-Based BCI....Pages 1-8 Importance Weighted Extreme Energy Ratio for EEG Classification....Pages 9-16 Toward Automated Electrode Selection in the Electronic Depth Control Strategy for Multi-unit Recordings....Pages 17-25 Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification....Pages 26-33 A Tongue-Machine Interface: Detection of Tongue Positions by Glossokinetic Potentials....Pages 34-41 Practical Surface EMG Pattern Classification by Using a Selective Desensitization Neural Network....Pages 42-49 Reliability-Based Automatic Repeat reQuest with Error Potential-Based Error Correction for Improving P300 Speller Performance....Pages 50-57 An Augmented-Reality Based Brain-Computer Interface for Robot Control....Pages 58-65 Brain Computer Interfaces: A Recurrent Neural Network Approach....Pages 66-73 Research on Relationship between Saccade-Related EEG Signals and Selection of Electrode Position by Independent Component Analysis....Pages 74-81 Application of SVM-Based Filter Using LMS Learning Algorithm for Image Denoising....Pages 82-90 Tuning N-gram String Kernel SVMs via Meta Learning....Pages 91-98 Bilinear Formulated Multiple Kernel Learning for Multi-class Classification Problem....Pages 99-107 Feature Extraction Using Support Vector Machines....Pages 108-115 Class Information Adapted Kernel for Support Vector Machine....Pages 116-123 Gaze Pattern and Reading Comprehension....Pages 124-131 A Theoretical Framework for Multi-sphere Support Vector Data Description....Pages 132-142 Fast Implementation of String-Kernel-Based Support Vector Classifiers by GPU Computing....Pages 143-151 Classification of Imbalanced Data by Combining the Complementary Neural Network and SMOTE Algorithm....Pages 152-159 Generalization Error of Faulty MLPs with Weight Decay Regularizer....Pages 160-167 The Effect of Bottlenecks on Generalisation in Backpropagation Neural Networks....Pages 168-176 Lagrange Programming Neural Networks for Compressive Sampling....Pages 177-184 Input and Output Mapping Sensitive Auto-Associative Multilayer Perceptron for Computer Interface System Based on Image Processing of Laser Pointer Spot....Pages 185-192 Improving Recurrent Neural Network Performance Using Transfer Entropy....Pages 193-200 Design of Artificial Neural Networks Using Differential Evolution Algorithm....Pages 201-208 ESNs with One Dimensional Topography....Pages 209-216 iGAPK: Improved GAPK Algorithm for Regulatory DNA Motif Discovery....Pages 217-225 A Computer-Aided Detection System for Automatic Mammography Mass Identification....Pages 226-233 Exploring Features and Classifiers to Classify MicroRNA Expression Profiles of Human Cancer....Pages 234-241 SOMIX: Motifs Discovery in Gene Regulatory Sequences Using Self-Organizing Maps....Pages 242-249 Microarray-Based Disease Classification Using Pathway Activities with Negatively Correlated Feature Sets....Pages 250-258 A Malware Detection Algorithm Based on Multi-view Fusion....Pages 259-266 A Fast Kernel on Hierarchial Tree Structures and Its Application to Windows Application Behavior Analysis....Pages 267-274 Evolution of Information Retrieval in Cloud Computing by Redesigning Data Management Architecture from a Scalable Associative Computing Perspective....Pages 275-282 Factorizing Class Characteristics via Group MEBs Construction....Pages 283-290 A Hybrid Fuzzy-Genetic Colour Classification System with Best Colour Space Selection under Dynamically-Changing Illumination....Pages 291-299 Identifier Based Graph Neuron: A Light Weight Event Classification Scheme for WSN....Pages 300-309 Clustering Categorical Data Using an Extended Modularity Measure....Pages 310-320 A Morphological Associative Memory Employing a Reverse Recall....Pages 321-328 Analysis of Packet Traffics and Detection of Abnormal Traffics Using Pareto Learning Self Organizing Maps....Pages 329-336 Log Analysis of Exploitation in Cloud Computing Environment Using Automated Reasoning....Pages 337-343 A Multidirectional Associative Memory Based on Self-organizing Incremental Neural Network....Pages 344-351 Range Image Registration Using Particle Filter and Competitive Associative Nets....Pages 352-359 Rotation Invariant Categorization of Visual Objects Using Radon Transform and Self-Organizing Modules....Pages 360-366 Learning Topological Constraints in Self-Organizing Map....Pages 367-374 Pseudo-network Growing for Gradual Interpretation of Input Patterns....Pages 375-382 The Adaptive Authentication System for Behavior Biometrics Using Pareto Learning Self Organizing Maps....Pages 383-390 Human Action Recognition by SOM Considering the Probability of Spatio-temporal Features....Pages 391-398 On Generalization Error of Self-Organizing Map....Pages 399-406 A Novel Approach for Sound Approaching Detection....Pages 407-414 Ground Penetrating Radar System with Integration of Mutimodal Information Based on Mutual Information among Multiple Self-Organizing Maps....Pages 415-422 Information-Theoretic Competitive and Cooperative Learning for Self-Organizing Maps....Pages 423-430 Early Recognition Based on Co-occurrence of Gesture Patterns....Pages 431-438 A Dynamically Reconfigurable Platform for Self-Organizing Neural Network Hardware....Pages 439-446 Inversion of Many-to-one Mappings Using Self-Organising Maps....Pages 447-453 Self-Organizing Hidden Markov Models....Pages 454-461 An Image-Aided Diagnosis System for Dementia Classification Based on Multiple Features and Self-Organizing Map....Pages 462-469 Parallel Batch Training of the Self-Organizing Map Using OpenCL....Pages 470-476 Fast Kohonen Feature Map Associative Memory Using Area Representation for Sequential Analog Patterns....Pages 477-484 Facial Expression Based Automatic Album Creation....Pages 485-492 Age Classification Combining Contour and Texture Feature....Pages 493-500 A Salient Region Detector for GPU Using a Cellular Automata Architecture....Pages 501-508 VG-RAM WNN Approach to Monocular Depth Perception....Pages 509-516 Semi-supervised Classification by Local Coordination....Pages 517-524 RANSAC Based Ellipse Detection with Application to Catadioptric Camera Calibration....Pages 525-532 Speed Up Image Annotation Based on LVQ Technique with Affinity Propagation Algorithm....Pages 533-540 Dictionary of Features in a Biologically Inspired Approach to Image Classification....Pages 541-548 A Highly Robust Approach Face Recognition Using Hausdorff-Trace Transformation....Pages 549-556 Blind Image Tamper Detection Based on Multimodal Fusion....Pages 557-564 Orientation Dependence of Surround Modulation in the Population Coding of Figure/Ground....Pages 565-573 Increased Robustness against Background Noise: Pattern Recognition by a Neocognitron....Pages 574-581 Improving the Performance of Facial Expression Recognition Using Dynamic, Subtle and Regional Features....Pages 582-589 Identity Retrieval in Biometric Access Control Systems Using Multimedia Fusion....Pages 590-597 Improvement of Reuse of Classifiers in CBIR Using SVM Active Learning....Pages 598-605 Realizing Hand-Based Biometrics Based on Visible and Infrared Imagery....Pages 606-615 Visual Object Detection by Specifying the Scale and Rotation Transformations....Pages 616-624 Multi-view Gender Classification Using Hierarchical Classifiers Structure....Pages 625-632 Partial Extraction of Edge Filters by Cumulant-Based ICA under Highly Overcomplete Model....Pages 633-640 Random Projection Tree and Multiview Embedding for Large-Scale Image Retrieval....Pages 641-649 Online Gesture Recognition for User Interface on Accelerometer Built-in Mobile Phones....Pages 650-657 Constructing Sparse KFDA Using Pre-image Reconstruction....Pages 658-667 Learning Basis Representations of Inverse Dynamics Models for Real-Time Adaptive Control....Pages 668-675 Feel Like an Insect: A Bio-Inspired Tactile Sensor System....Pages 676-683 Spectral Domain Noise Suppression in Dual-Sensor Hyperspectral Imagery Using Gaussian Processes....Pages 684-691 A High Order Neural Network to Solve Crossbar Switch Problem....Pages 692-699 Identification of Liquid State of Scrap in Electric Arc Furnace by the Use of Computational Intelligence Methods....Pages 700-707 Simulating Wheat Yield in New South Wales of Australia Using Interpolation and Neural Networks....Pages 708-715 Investment Appraisal under Uncertainty – A Fuzzy Real Options Approach....Pages 716-726 Developing a Robust Prediction Interval Based Criterion for Neural Network Model Selection....Pages 727-734 Back Matter....Pages -