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

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 -