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

Front Matter....Pages -
Lossy Image Compression Using a GHSOM....Pages 1-8
Visual Features Extraction Based Egomotion Calculation from a Infrared Time-of-Flight Camera....Pages 9-16
Feature Weighting in Competitive Learning for Multiple Object Tracking in Video Sequences....Pages 17-24
The Segmentation of Different Skin Colors Using the Combination of Graph Cuts and Probability Neural Network....Pages 25-33
Reduction of JPEG Compression Artifacts by Kernel Regression and Probabilistic Self-Organizing Maps....Pages 34-41
An Unsupervised Method for Active Region Extraction in Sports Videos....Pages 42-49
6DoF Egomotion Computing Using 3D GNG-Based Reconstruction....Pages 50-57
Fast Image Representation with GPU-Based Growing Neural Gas....Pages 58-65
Texture and Color Analysis for the Automatic Classification of the Eye Lipid Layer....Pages 66-73
Quantitative Study and Monitoring of the Growth of Lung Cancer Nodule Using an X-Ray Computed Tomography Image Processing Tool....Pages 74-82
A Geometrical Method of Diffuse and Specular Image Components Separation....Pages 83-89
Optical Flow Reliability Model Approximated with RBF....Pages 90-97
Video and Image Processing with Self-Organizing Neural Networks....Pages 98-104
Parallelism in Binary Hopfield Networks....Pages 105-112
Multi-parametric Gaussian Kernel Function Optimization for ε -SVMr Using a Genetic Algorithm....Pages 113-120
Face Recognition System in a Dynamical Environment....Pages 121-128
Memetic Pareto Differential Evolutionary Neural Network for Donor-Recipient Matching in Liver Transplantation....Pages 129-136
Studying the Hybridization of Artificial Neural Networks in HECIC....Pages 137-144
Processing Acyclic Data Structures Using Modified Self-Organizing Maps....Pages 145-152
On the Performance of the μ -GA Extreme Learning Machines in Regression Problems....Pages 153-160
A Hybrid Evolutionary Approach to Obtain Better Quality Classifiers....Pages 161-168
Neural Network Ensembles with Missing Data Processing and Data Fusion Capacities: Applications in Medicine and in the Environment....Pages 169-176
Hybrid Artificial Neural Networks: Models, Algorithms and Data....Pages 177-184
Automatic Recognition of Daily Living Activities Based on a Hierarchical Classifier....Pages 185-193
Prediction of Functional Associations between Proteins by Means of a Cost-Sensitive Artificial Neural Network....Pages 194-201
Hybrid (Generalization-Correlation) Method for Feature Selection in High Dimensional DNA Microarray Prediction Problems....Pages 202-209
Model Selection with PLANN-CR-ARD....Pages 210-219
Gender Recognition Using PCA and DCT of Face Images....Pages 220-227
Efficient Face Recognition Fusing Dynamic Morphological Quotient Image with Local Binary Pattern....Pages 228-235
A Growing Neural Gas Algorithm with Applications in Hand Modelling and Tracking....Pages 236-243
Object Representation with Self-Organising Networks....Pages 244-251
SNP-Schizo: A Web Tool for Schizophrenia SNP Sequence Classification....Pages 252-259
MicroRNA Microarray Data Analysis in Colon Cancer: Effects of Normalization....Pages 260-267
Automatic Handling of Tissue Microarray Cores in High-Dimensional Microscopy Images....Pages 268-275
Visual Mining of Epidemic Networks....Pages 276-283
Towards User-Centric Memetic Algorithms: Experiences with the TSP....Pages 284-291
A Multi-objective Approach for the 2D Guillotine Cutting Stock Problem....Pages 292-299
Ant Colony Optimization for Water Distribution Network Design: A Comparative Study....Pages 300-307
A Preliminary Analysis and Simulation of Load Balancing Techniques Applied to Parallel Genetic Programming....Pages 308-315
A Study of Parallel Approaches in MOACOs for Solving the Bicriteria TSP....Pages 316-324
Optimizing Strategy Parameters in a Game Bot....Pages 325-332
Implementation Matters: Programming Best Practices for Evolutionary Algorithms....Pages 333-340
Online vs. Offline ANOVA Use on Evolutionary Algorithms....Pages 341-347
Bio-inspired Combinatorial Optimization: Notes on Reactive and Proactive Interaction....Pages 348-355
A Preliminary General Testing Method Based on Genetic Algorithms....Pages 356-363
Tackling the Static RWA Problem by Using a Multiobjective Artificial Bee Colony Algorithm....Pages 364-371
Applying a Multiobjective Gravitational Search Algorithm (MO-GSA) to Discover Motifs....Pages 372-379
Looking for a Cheaper ROSA....Pages 380-387
A Parallel Skeleton for Genetic Algorithms....Pages 388-395
A Case Study on the Use of Genetic Algorithms to Generate Test Cases for Temporal Systems....Pages 396-403
Experimental Comparison of Different Techniques to Generate Adaptive Sequences....Pages 404-411
An Efficient Algorithm for Reasoning about Fuzzy Functional Dependencies....Pages 412-420
A Sound Semantics for a Similarity-Based Logic Programming Language....Pages 421-428
A Static Preprocess for Improving Fuzzy Thresholded Tabulation....Pages 429-436
Non-deterministic Algebraic Structures for Soft Computing....Pages 437-444
Fuzzy Computed Answers Collecting Proof Information....Pages 445-452
Implication Triples versus Adjoint Triples....Pages 453-460
Confidence-Based Reasoning with Local Temporal Formal Contexts....Pages 461-468
Application of Independent Component Analysis for Evaluation of Ashlar Masonry Walls....Pages 469-476
Fast Independent Component Analysis Using a New Property....Pages 477-483
Using Particle Swarm Optimization for Minimizing Mutual Information in Independent Component Analysis....Pages 484-491
Regularized Active Set Least Squares Algorithm for Nonnegative Matrix Factorization in Application to Raman Spectra Separation....Pages 492-499
A Decision-Aided Strategy for Enhancing Transmissions in Wireless OSTBC-Based Systems....Pages 500-507
Nonlinear Prediction Based on Independent Component Analysis Mixture Modelling....Pages 508-515
Robustness of the “Hopfield Estimator” for Identification of Dynamical Systems....Pages 516-523
Modeling Detection of HIV in Cuba....Pages 524-531
Flexible Entrainment in a Bio-inspired Modular Oscillator for Modular Robot Locomotion....Pages 532-539
Dengue Model Described by Differential Inclusions....Pages 540-547
Simulating Building Blocks for Spikes Signals Processing....Pages 548-556
Description of a Fault Tolerance System Implemented in a Hardware Architecture with Self-adaptive Capabilities....Pages 557-564
Systems with Slope Restricted Nonlinearities and Neural Networks Dynamics....Pages 565-572
Bio-inspired Systems. Several Equilibria. Qualitative Behavior....Pages 573-580
Biologically Inspired Path Execution Using SURF Flow in Robot Navigation....Pages 581-588
Equilibrium-Driven Adaptive Behavior Design....Pages 589-596
Gait Identification by Using Spectrum Analysis on State Space Reconstruction....Pages 597-604
Aibo JukeBox – A Robot Dance Interactive Experience....Pages 605-612
On Planning in Multi-agent Environment: Algorithm of Scene Reasoning from Incomplete Information....Pages 613-620
Research Opportunities in Contextualized Fusion Systems. The Harbor Surveillance Case....Pages 621-628
Multiagent-Based Middleware for the Agents’ Behavior Simulation....Pages 629-636
A Dynamic Context-Aware Architecture for Ambient Intelligence....Pages 637-644
Group Behavior Recognition in Context-Aware Systems....Pages 645-652
Context-Awareness at the Service of Sensor Fusion Systems: Inverting the Usual Scheme....Pages 653-660
Improving a Telemonitoring System Based on Heterogeneous Sensor Networks....Pages 661-668
Supporting System for Detecting Pathologies....Pages 669-676
An Ontological Approach for Context-Aware Reminders in Assisted Living’ Behavior Simulation....Pages 677-684
Back Matter....Pages -