Adaptive and Natural Computing Algorithms: 10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings, Part I

Content: 
Front Matter....Pages -
Autonomous Discovery of Abstract Concepts by a Robot....Pages 1-11
Kernel Networks with Fixed and Variable Widths....Pages 12-21
Evaluating Reliability of Single Classifications of Neural Networks....Pages 22-30
Nonlinear Predictive Control Based on Multivariable Neural Wiener Models....Pages 31-40
Methods of Integration of Ensemble of Neural Predictors of Time Series - Comparative Analysis....Pages 41-50
A Rejection Option for the Multilayer Perceptron Using Hyperplanes....Pages 51-60
Parallelization of Algorithms with Recurrent Neural Networks....Pages 61-69
Parallel Training of Artificial Neural Networks Using Multithreaded and Multicore CPUs....Pages 70-79
Supporting Diagnostics of Coronary Artery Disease with Neural Networks....Pages 80-89
The Right Delay....Pages 90-99
New Measure of Boolean Factor Analysis Quality....Pages 100-109
Mechanisms of Adaptive Spatial Integration in a Neural Model of Cortical Motion Processing....Pages 110-119
Self-organized Short-Term Memory Mechanism in Spiking Neural Network....Pages 120-129
Approximation of Functions by Multivariable Hermite Basis: A Hybrid Method....Pages 130-139
Using Pattern Recognition to Predict Driver Intent....Pages 140-149
Neural Networks Committee for Improvement of Metal’s Mechanical Properties Estimates....Pages 150-157
Logarithmic Multiplier in Hardware Implementation of Neural Networks....Pages 158-168
Efficiently Explaining Decisions of Probabilistic RBF Classification Networks....Pages 169-179
Evolving Sum and Composite Kernel Functions for Regularization Networks....Pages 180-189
Optimisation of Concentrating Solar Thermal Power Plants with Neural Networks....Pages 190-199
Emergence of Attention Focus in a Biologically-Based Bidirectionally-Connected Hierarchical Network....Pages 200-209
Visualizing Multidimensional Data through Multilayer Perceptron Maps....Pages 210-219
Input Separability in Living Liquid State Machines....Pages 220-229
Predictive Control of a Distillation Column Using a Control-Oriented Neural Model....Pages 230-239
Neural Prediction of Product Quality Based on Pilot Paper Machine Process Measurements....Pages 240-249
A Robotic Scenario for Programmable Fixed-Weight Neural Networks Exhibiting Multiple Behaviors....Pages 250-259
Self-Organising Maps in Document Classification: A Comparison with Six Machine Learning Methods....Pages 260-269
Analysis and Short-Term Forecasting of Highway Traffic Flow in Slovenia....Pages 270-279
A New Method of EEG Classification for BCI with Feature Extraction Based on Higher Order Statistics of Wavelet Components and Selection with Genetic Algorithms....Pages 280-289
Regressor Survival Rate Estimation for Enhanced Crossover Configuration....Pages 290-299
A Study on Population’s Diversity for Dynamic Environments....Pages 300-309
Effect of the Block Occupancy in GPGPU over the Performance of Particle Swarm Algorithm....Pages 310-319
Two Improvement Strategies for Logistic Dynamic Particle Swarm Optimization....Pages 320-329
Digital Watermarking Enhancement Using Wavelet Filter Parametrization....Pages 330-339
CellularDE: A Cellular Based Differential Evolution for Dynamic Optimization Problems....Pages 340-349
Optimization of Topological Active Nets with Differential Evolution....Pages 350-360
Study on the Effects of Pseudorandom Generation Quality on the Performance of Differential Evolution....Pages 361-370
Sensitiveness of Evolutionary Algorithms to the Random Number Generator....Pages 371-380
New Efficient Techniques for Dynamic Detection of Likely Invariants....Pages 381-390
Classification Ensemble by Genetic Algorithms....Pages 391-399
Simulated Evolution (SimE) Based Embedded System Synthesis Algorithm for Electric Circuit Units (ECUs)....Pages 400-409
Taxi Pick-Ups Route Optimization Using Genetic Algorithms....Pages 410-419
Optimization of Gaussian Process Models with Evolutionary Algorithms....Pages 420-429
Back Matter....Pages -