Neural Information Processing : 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part I19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part IV

Annotation The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012. The 423 regular session papers presented were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The 5 volumes represent 5 topical sections containing articles on theoretical analysis, neural modeling, algorithms, applications, as well as simulation and synthesis Front Matter....Pages - Neural Network Learning for Blind Source Separation with Application in Dam Safety Monitoring....Pages 1-8 Improved BTC Algorithm for Gray Scale Images Using K-Means Quad Clustering....Pages 9-17 Optimization of a Neural Network for Computer Vision Based Fall Detection with Fixed-Point Arithmetic....Pages 18-26 Customer Relationship Management Using Partial Focus Feature Reduction....Pages 27-35 An Automated System for the Grading of Diabetic Maculopathy in Fundus Images....Pages 36-43 An Iterative Method for a Class of Generalized Global Dynamical System Involving Fuzzy Mappings in Hilbert Spaces....Pages 44-51 Estimation of Missing Precipitation Records Using Modular Artificial Neural Networks....Pages 52-59 Office Employees Authentication Based on E-exam Techniques....Pages 60-65 Obtaining Single Document Summaries Using Latent Dirichlet Allocation....Pages 66-74 Object Recognition Using Sparse Representation of Overcomplete Dictionary....Pages 75-82 PEAQ Compatible Audio Quality Estimation Using Computational Auditory Model....Pages 83-90 A System for Offline Character Recognition Using Auto-encoder Networks....Pages 91-99 TrafficS: A Behavior-Based Network Traffic Classification Benchmark System with Traffic Sampling Functionality....Pages 100-107 Harmony Search with Multi-Parent Crossover for Solving IEEE-CEC2011 Competition Problems....Pages 108-114 New Intelligent Interactive Automated Systems for Design of Machine Elements and Assemblies....Pages 115-122 Rough Sets and Neural Networks Based Aerial Images Segmentation Method....Pages 123-131 Frontal Cortex Neural Activities Shift Cognitive Resources Away from Facial Activities in Real-Time Problem Solving....Pages 132-139 Implement Real-Time Polyphonic Pitch Detection and Feedback System for the Melodic Instrument Player....Pages 140-147 Classification of Interview Sheets Using Self-Organizing Maps for Determination of Ophthalmic Examinations....Pages 148-155 Sound-Based Ranging System in Greenhouse Environment with Multipath Effect Compensation Using Artificial Neural Network....Pages 156-163 Multimedia Educational Content for Saudi Deaf....Pages 164-171 Grasping Region Identification in Novel Objects Using Microsoft Kinect....Pages 172-179 Annotating Words Using WordNet Semantic Glosses....Pages 180-187 Identification of Moving Vehicle Trajectory Using Manifold Learning....Pages 188-195 Approaches for the Detection of the Keywords in Spoken Documents Application for the Field of E-Libraries....Pages 196-203 Fast Affine Invariant Shape Matching from 3D Images Based on the Distance Association Map and the Genetic Algorithm....Pages 204-211 Sparse Gradient-Based Direct Policy Search....Pages 212-221 Application of Sampling Theory to Forecast Ozone by Neural Network....Pages 222-230 Application of Genetic Neural Networks for Modeling of Active Devices....Pages 231-239 Displacement Prediction Model of Landslide Based on Ensemble of Extreme Learning Machine....Pages 240-247 Effective Handwriting Recognition System Using Geometrical Character Analysis Algorithms....Pages 248-255 The Use of ASM Feature Extraction and Machine Learning for the Discrimination of Members of the Fish Ectoparasite Genus Gyrodactylus....Pages 256-263 DBNs-BLR (MCMC) -GAs-KNN: A Novel Framework of Hybrid System for Thalassemia Expert System....Pages 264-271 Hybrid Approach for Diagnosing Thyroid, Hepatitis, and Breast Cancer Based on Correlation Based Feature Selection and Naïve Bayes....Pages 272-280 Data Discretization Using the Extreme Learning Machine Neural Network....Pages 281-288 Bayesian Variable Selection in Neural Networks for Short-Term Meteorological Prediction....Pages 289-296 Integrated Problem Solving Steering Framework on Clash Reconciliation Strategies for University Examination Timetabling Problem....Pages 297-304 A Data Gathering Scheme in Wireless Sensor Networks Using a Spiking Neural Network with Simple Local Information....Pages 305-312 Utilizing Symbolic Representation in Synergistic Neural Networks Classifier of Control Chart Patterns....Pages 313-321 Semantic Analysis of FBI News Reports....Pages 322-329 Regularized Signal Deconvolution Based on Hybrid Swarm Intelligence: Application to Neutron Imaging....Pages 330-338 Artificial Bees Colony Optimized Neural Network Model for ECG Signals Classification....Pages 339-346 Single-Trial Multi-channel N170 Estimation Using Linear Discriminant Analysis (LDA)....Pages 347-355 EEG Based Foot Movement Onset Detection with the Probabilistic Classification Vector Machine....Pages 356-363 Neural Networks Based System for the Supervision of Therapeutic Exercises....Pages 364-371 Fuzzy Model for Detection and Estimation of the Degree of Autism Spectrum Disorder....Pages 372-379 Detecting Different Tasks Using EEG-Source-Temporal Features....Pages 380-387 Artificial Neural Network Classification Models for Stress in Reading....Pages 388-395 Performance Evaluation of TCP and UDP Traffic in IEEE 1451 Compliant Healthcare Infrastructure....Pages 396-403 Power and Task Management in Wireless Body Area Network Based Medical Monitoring Systems....Pages 404-414 Feature Salience for Neural Networks: Comparing Algorithms....Pages 415-422 Adaptive Modeling of HRTFs Based on Reinforcement Learning....Pages 423-430 Damage Pattern Recognition of Refractory Materials Based on BP Neural Network....Pages 431-440 Robust and Optimum Features for Persian Accent Classification Using Artificial Neural Network....Pages 441-449 Identification of Factors Characterising Volatility and Firm-Specific Risk Using Ensemble Classifiers....Pages 450-457 Fuzzy Classification-Based Control of Wheelchair Using EEG Data to Assist People with Disabilities....Pages 458-467 EEG-Based Emotion Recognition in Listening Music by Using Support Vector Machine and Linear Dynamic System....Pages 468-475 Analysis of Genetic Disease Hemophilia B by Using Support Vector Machine....Pages 476-483 EEG-Based Fatigue Classification by Using Parallel Hidden Markov Model and Pattern Classifier Combination....Pages 484-491 A Novel Approach to Protein Structure Prediction Using PCA or LDA Based Extreme Learning Machines....Pages 492-499 Hierarchical Parallel PSO-SVM Based Subject-Independent Sleep Apnea Classification....Pages 500-507 Air Quality Monitoring and Prediction System Using Machine-to-Machine Platform....Pages 508-517 An Extension of the Consensus-Based Bundle Algorithm for Group Dependant Tasks with Equipment Dependencies....Pages 518-527 From e-Learning to m-Learning: Context-Aware CBR System....Pages 528-534 Extreme Learning Machines for Intrusion Detection Systems....Pages 535-543 A Self-Organizing Maps Multivariate Spatio-temporal Approach for the Classification of Atmospheric Conditions....Pages 544-551 An Online Signature Verification System for Forgery and Disguise Detection....Pages 552-559 A Modular Approach to Support the Multidisciplinary Design of Educational Game Experiences....Pages 560-567 Touch-Based Mobile Phone Interface Guidelines and Design Recommendations for Elderly People: A Survey of the Literature....Pages 568-574 A Novel Paradigm for Mining Cell Phenotypes in Multi-tag Bioimages Using a Locality Preserving Nonlinear Embedding....Pages 575-583 SNEOM: A Sanger Network Based Extended Over-Sampling Method. Application to Imbalanced Biomedical Datasets....Pages 584-592 Abductive Neural Network Modeling for Hand Recognition Using Geometric Features....Pages 593-602 Designing Serious Games for Adult Students with Cognitive Disabilities....Pages 603-610 Neural Network Based Approach for Automotive Brake Light Parameter Estimation....Pages 611-618 A Single Neuron Model for Pattern Classification....Pages 619-625 Continuous Classification of Spatio-temporal Data Streams Using Liquid State Machines....Pages 626-633 On the Selection of Time-Frequency Features for Improving the Detection and Classification of Newborn EEG Seizure Signals and Other Abnormalities....Pages 634-643 Turf Grass Irrigation Using Neuro-Fuzzy System....Pages 644-651 A Target-Reaching Controller for Mobile Robots Using Spiking Neural Networks....Pages 652-659 Assessing Reliability of Substation Spare Current Transformer System....Pages 660-667 Study on Supply Disruption Management of Supply Chain Based on Case-Based Reasoning....Pages 668-676 Global Minimizer of Large Scale Stochastic Rosenbrock Function: Canonical Duality Approach....Pages 677-682 Study on Landslide Deformation Prediction Based on Recurrent Neural Network under the Function of Rainfall....Pages 683-690 Vehicle Image Classification Based on Edge: Features and Distances Comparison....Pages 691-698 Back Matter....Pages -