Engineering Applications of Neural Networks: 11th International Conference, EANN 2009, London, UK, August 27-29, 2009. Proceedings

Front Matter....Pages -
Intelligent Agents Networks Employing Hybrid Reasoning: Application in Air Quality Monitoring and Improvement....Pages 1-16
Neural Network Based Damage Detection of Dynamically Loaded Structures....Pages 17-27
Reconstruction of Cross-Sectional Missing Data Using Neural Networks....Pages 28-34
Municipal Creditworthiness Modelling by Kernel-Based Approaches with Supervised and Semi-supervised Learning....Pages 35-44
Clustering of Pressure Fluctuation Data Using Self-Organizing Map....Pages 45-54
Intelligent Fuzzy Reasoning for Flood Risk Estimation in River Evros....Pages 55-66
Fuzzy Logic and Artificial Neural Networks for Advanced Authentication Using Soft Biometric Data....Pages 67-78
Study of Alpha Peak Fitting by Techniques Based on Neural Networks....Pages 79-85
Information Enhancement Learning: Local Enhanced Information to Detect the Importance of Input Variables in Competitive Learning....Pages 86-97
Flash Flood Forecasting by Statistical Learning in the Absence of Rainfall Forecast: A Case Study....Pages 98-107
An Improved Algorithm for SVMs Classification of Imbalanced Data Sets....Pages 108-118
Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps....Pages 119-130
Data Visualisation and Exploration with Prior Knowledge....Pages 131-142
Reducing Urban Concentration Using a Neural Network Model....Pages 143-152
Dissimilarity-Based Classification of Multidimensional Signals by Conjoint Elastic Matching: Application to Phytoplanktonic Species Recognition....Pages 153-164
Revealing the Structure of Childhood Abdominal Pain Data and Supporting Diagnostic Decision Making....Pages 165-177
Relating Halftone Dot Quality to Paper Surface Topography....Pages 178-189
Combining GRN Modeling and Demonstration-Based Programming for Robot Control....Pages 190-199
Discriminating Angry, Happy and Neutral Facial Expression: A Comparison of Computational Models....Pages 200-209
Modeling and Forecasting CAT and HDD Indices for Weather Derivative Pricing....Pages 210-222
Using the Support Vector Machine as a Classification Method for Software Defect Prediction with Static Code Metrics....Pages 223-234
Adaptive Electrical Signal Post-processing with Varying Representations in Optical Communication Systems....Pages 235-245
Using of Artificial Neural Networks (ANN) for Aircraft Motion Parameters Identification....Pages 246-256
Ellipse Support Vector Data Description....Pages 257-268
Enhanced Radial Basis Function Neural Network Design Using Parallel Evolutionary Algorithms....Pages 269-280
New Aspects of the Elastic Net Algorithm for Cluster Analysis....Pages 281-290
Neural Networks for Forecasting in a Multi-skill Call Centre....Pages 291-300
Relational Reinforcement Learning Applied to Appearance-Based Object Recognition....Pages 301-312
Sensitivity Analysis of Forest Fire Risk Factors and Development of a Corresponding Fuzzy Inference System: The Case of Greece....Pages 313-324
Nonmonotone Learning of Recurrent Neural Networks in Symbolic Sequence Processing Applications....Pages 325-335
Indirect Adaptive Control Using Hopfield-Based Dynamic Neural Network for SISO Nonlinear Systems....Pages 336-349
A Neural Network Computational Model of Visual Selective Attention....Pages 350-358
Simulation of Large Spiking Neural Networks on Distributed Architectures, The “DAMNED” Simulator....Pages 359-370
A Neural Network Model for the Critical Frequency of the F2 Ionospheric Layer over Cyprus....Pages 371-377
Dictionary-Based Classification Models. Applications for Multichannel Neural Activity Analysis....Pages 378-388
Pareto-Based Multi-output Metamodeling with Active Learning....Pages 389-400
Isolating Stock Prices Variation with Neural Networks....Pages 401-408
Evolutionary Ranking on Multiple Word Correction Algorithms Using Neural Network Approach....Pages 409-418
Application of Neural Fuzzy Controller for Streaming Video over IEEE 802.15.1....Pages 419-429
Tracking of the Plasma States in a Nuclear Fusion Device Using SOMs....Pages 430-437
An Application of the Occam Factor to Model Order Determination....Pages 438-443
Use of Data Mining Techniques for Improved Detection of Breast Cancer with Biofield Diagnostic System....Pages 444-452
Clustering of Entropy Topography in Epileptic Electroencephalography....Pages 453-462
Riverflow Prediction with Artificial Neural Networks....Pages 463-471
Applying Snap-Drift Neural Network to Trajectory Data to Identify Road Types: Assessing the Effect of Trajectory Variability....Pages 472-484
Reputation Prediction in Mobile Ad Hoc Networks Using RBF Neural Networks....Pages 485-494
Back Matter....Pages -