Neural Information Processing. Models and Applications: 17th International Conference, ICONIP 2010, Sydney, Australia, November 22-25, 2010, Proceedings, Part II

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 -