Advances in Computational Intelligence: 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part I

Front Matter....Pages -
Gaze Gesture Recognition with Hierarchical Temporal Memory Networks....Pages 1-8
Feature Selection for Multi-label Classification Problems....Pages 9-16
A Novel Grouping Heuristic Algorithm for the Switch Location Problem Based on a Hybrid Dual Harmony Search Technique....Pages 17-24
Optimal Evolutionary Wind Turbine Placement in Wind Farms Considering New Models of Shape, Orography and Wind Speed Simulation....Pages 25-32
Multi-Valued Neurons: Hebbian and Error-Correction Learning....Pages 33-40
Multi-label Testing for CO 2 RBFN: A First Approach to the Problem Transformation Methodology for Multi-label Classification....Pages 41-48
Single Neuron Transient Activity Detection by Means of Tomography....Pages 49-56
Estimate of a Probability Density Function through Neural Networks....Pages 57-64
A Neural Fuzzy Inference Based Adaptive Controller Using Learning Process for Nonholonomic Robots....Pages 65-72
A Multi-Objective Evolutionary Algorithm for Network Intrusion Detection Systems....Pages 73-80
A Cognitive Approach for Robots’ Vision Using Unsupervised Learning and Visual Saliency....Pages 81-88
Fusing Heterogeneous Data Sources Considering a Set of Equivalence Constraints....Pages 89-96
A Novel Heuristic for Building Reduced-Set SVMs Using the Self-Organizing Map....Pages 97-104
An Additive Decision Rules Classifier for Network Intrusion Detection....Pages 105-112
Multi-modal Opponent Behaviour Prognosis in E-Negotiations....Pages 113-123
An AER to CAN Bridge for Spike-Based Robot Control....Pages 124-132
Neuromorphic Real-Time Objects Tracking Using Address Event Representation and Silicon Retina....Pages 133-140
Performance Study of Software AER-Based Convolutions on a Parallel Supercomputer....Pages 141-148
Frequency Analysis of a 64x64 Pixel Retinomorphic System with AER Output to Estimate the Limits to Apply onto Specific Mechanical Environment....Pages 149-156
An AER Spike-Processing Filter Simulator and Automatic VHDL Generator Based on Cellular Automata....Pages 157-165
A Biologically Inspired Neural Network for Autonomous Underwater Vehicles....Pages 166-173
A Preliminary Study on the Use of Fuzzy Rough Set Based Feature Selection for Improving Evolutionary Instance Selection Algorithms....Pages 174-182
Forecasting Based on Short Time Series Using ANNs and Grey Theory – Some Basic Comparisons....Pages 183-190
Short-Term Wind Power Forecast Based on Cluster Analysis and Artificial Neural Networks....Pages 191-198
Back Propagation with Balanced MSE Cost Function and Nearest Neighbor Editing for Handling Class Overlap and Class Imbalance....Pages 199-206
Combination of GA and ANN to High Accuracy of Polarimetric SAR Data Classification....Pages 207-214
Gradient Descent Optimization for Routing in Multistage Interconnection Networks....Pages 215-222
The Command Control of a Two-Degree-of-Freedom Platform by Hand Gesture Moment Invariants....Pages 223-231
Network Intrusion Prevention by Using Hierarchical Self-Organizing Maps and Probability-Based Labeling....Pages 232-239
Human/Robot Interface for Voice Teleoperation of a Robotic Platform....Pages 240-247
Graph Laplacian for Semi-supervised Feature Selection in Regression Problems....Pages 248-255
Detection of Transients in Steel Casting through Standard and AI-Based Techniques....Pages 256-264
Oesophageal Voice Harmonic to Noise Ratio Enhancement over UMTS Networks Using Kalman-EM....Pages 265-272
Study of Various Neural Networks to Improve the Defuzzification of Fuzzy Clustering Algorithms for ROIs Detection in Lung CTs....Pages 273-281
Differential Evolution Optimization of 3D Topological Active Volumes....Pages 282-290
Genetic Algorithms Applied to the Design of 3D Photonic Crystals....Pages 291-298
Sliding Empirical Mode Decomposition for On-line Analysis of Biomedical Time Series....Pages 299-306
Suitability of Artificial Neural Networks for Designing LoC Circuits....Pages 307-314
Aeration Control and Parameter Soft Estimation for a Wastewater Treatment Plant Using a Neurogenetic Design....Pages 315-322
Pulse Component Modification Detection in Spino Cerebellar Ataxia 2 Using ICA....Pages 323-328
Early Pigmentary Retinosis Diagnostic Based on Classification Trees....Pages 329-336
Audio-Cued SMR Brain-Computer Interface to Drive a Virtual Wheelchair....Pages 337-344
A Domotic Control System Using Brain-Computer Interface (BCI)....Pages 345-352
A Dictionary-Driven SSVEP Speller with a Modified Graphical User Interface....Pages 353-361
Non-invasive Brain-Computer Interfaces: Enhanced Gaming and Robotic Control....Pages 362-369
An EEG-Based Design for the Online Detection of Movement Intention....Pages 370-377
Auditory Brain-Computer Interfaces for Complete Locked-In Patients....Pages 378-385
Brain-Computer Interface: Generic Control Interface for Social Interaction Applications....Pages 386-392
Variable Selection in a GPU Cluster Using Delta Test....Pages 393-400
Towards ParadisEO-MO-GPU: A Framework for GPU-Based Local Search Metaheuristics....Pages 401-408
Efficient Simulation of Spatio–temporal Dynamics in Ultrasonic Resonators....Pages 409-416
GPU Implementation of a Bio-inspired Vision Model....Pages 417-424
Bipartite Graph Matching on GPU over Complete or Local Grid Neighborhoods....Pages 425-432
GPU Computation in Bioinspired Algorithms: A Review....Pages 433-440
About Complete Obligatory Hybrid Networks of Evolutionary Processors without Substitution....Pages 441-448
Chemical Signaling as a Useful Metaphor for Resource Management....Pages 449-456
Distributed Simulation of P Systems by Means of Map-Reduce: First Steps with Hadoop and P-Lingua....Pages 457-464
Hierarchy Results on Stateless Multicounter 5′ → 3′ Watson-Crick Automata....Pages 465-472
Towards a Bio-computational Model of Natural Language Learning....Pages 473-480
Computing Languages with Bio-inspired Devices and Multi-Agent Systems....Pages 481-488
A Novel Strategy for Improving the Quality of Embedded Zerotree Wavelet Images Transmitted over Alamouti Coding Systems....Pages 489-496
Applying Data Mining Techniques in a Wyner-Ziv to H.264 Video Transcoder....Pages 497-504
On the Use of Genetic Algorithms to Improve Wavelet Sign Coding Performance....Pages 505-512
Kernel-Based Object Tracking Using a Simple Fuzzy Color Histogram....Pages 513-519
Computational Intelligence in Multimedia Processing....Pages 520-527
Isometric Coding of Spiking Haptic Signals by Peripheral Somatosensory Neurons....Pages 528-536
Context Separability Mediated by the Granular Layer in a Spiking Cerebellum Model for Robot Control....Pages 537-546
Realistic Modeling of Large-Scale Networks: Spatio-temporal Dynamics and Long-Term Synaptic Plasticity in the Cerebellum....Pages 547-553
Event and Time Driven Hybrid Simulation of Spiking Neural Networks....Pages 554-561
Back Matter....Pages -