| Agents and Multiagent Systems | |
| Analysis of Emergent Properties in a Hybrid Bio-inspired Architecture for Cognitive Agents | p. 1 |
| Using Semantic Causality Graphs to Validate MAS Models | p. 9 |
| A Multiagent Framework to Animate Socially Intelligent Agents | p. 17 |
| Context Aware Hybrid Agents on Automated Dynamic Environments | p. 25 |
| Sensitive Stigmergic Agent Systems - A Hybrid Approach to Combinatorial Optimization | p. 33 |
| Fuzzy Systems | |
| Agent-Based Social Modeling and Simulation with Fuzzy Sets | p. 40 |
| Stage-Dependent Fuzzy-valued Loss Function in Two-Stage Binary Classifier | p. 48 |
| A Feature Selection Method Using a Fuzzy Mutual Information Measure | p. 56 |
| Interval Type-2 ANFIS | p. 64 |
| A Vision-Based Hybrid Classifier for Weeds Detection in Precision Agriculture Through the Bayesian and Fuzzy k-Means Paradigms | p. 72 |
| Artificial Neural Networks | |
| Development of Multi-output Neural Networks for Data Integration - A Case Study | p. 80 |
| Combined Projection and Kernel Basis Functions for Classification in Evolutionary Neural Networks | p. 88 |
| Modeling Heterogeneous Data Sets with Neural Networks | p. 96 |
| A Computational Model of the Equivalence Class Formation Psychological Phenomenon | p. 104 |
| Data Security Analysis Using Unsupervised Learning and Explanations | p. 112 |
| Finding Optimal Model Parameters by Discrete Grid Search | p. 120 |
| Clustering and Multiclassfier Systems | |
| A Hybrid Algorithm for Solving Clustering Problems | p. 128 |
| Clustering Search Heuristic for the Capacitated p-Median Problem | p. 136 |
| Experiments with Trained and Untrained Fusers | p. 144 |
| Fusion of Visualization Induced SOM | p. 151 |
| Robots | |
| Open Intelligent Robot Controller Based on Field-Bus and RTOS | p. 159 |
| Evolutionary Controllers for Snake Robots Basic Movements | p. 167 |
| Evolution of Neuro-controllers for Multi-link Robots | p. 175 |
| Solving Linear Difference Equations by Means of Cellular Automata | p. 183 |
| Metaheuristics and Optimization Models | |
| Automated Classification Tree Evolution Through Hybrid Metaheuristics | p. 191 |
| Machine Learning to Analyze Migration Parameters in Parallel Genetic Algorithms | p. 199 |
| Collaborative Evolutionary Swarm Optimization with a Gauss Chaotic Sequence Generator | p. 207 |
| A New PSO Algorithm with Crossover Operator for Global Optimization Problems | p. 215 |
| Solving Bin Packing Problem with a Hybridization of Hard Computing and Soft Computing | p. 223 |
| Design of Artificial Neural Networks Based on Genetic Algorithms to Forecast Time Series | p. 231 |
| Experimental Analysis for the Lennard-Jones Problem Solution | p. 239 |
| Application of Genetic Algorithms to Strip Hot Rolling Scheduling | p. 247 |
| Synergy of PSO and Bacterial Foraging Optimization - A Comparative Study on Numerical Benchmarks | p. 255 |
| Artificial Vision | |
| Bayes-Based Relevance Feedback Method for CBIR | p. 264 |
| A Novel Hierarchical Block Image Retrieval Scheme Based Invariant Features | p. 272 |
| A New Unsupervised Hybrid Classifier for Natural Textures in Images | p. 280 |
| Visual Texture Characterization of Recycled Paper Quality | p. 288 |
| Case-Based Reasoning | |
| Combining Improved FYDPS Neural Networks and Case-Based Planning - A Case Study | p. 296 |
| CBR Contributions to Argumentation in MAS | p. 304 |
| Case-Base Maintenance in an Associative Memory Organized by a Self-Organization Map | p. 312 |
| Hybrid Multi Agent-Neural Network Intrusion Detection with Mobile Visualization | p. 320 |
| Learning Models | |
| Knowledge Extraction from Environmental Data Through a Cognitive Architecture | p. 329 |
| A Model of Affective Entities for Effective Learning Environments | p. 337 |
| Bioinformatics | |
| Image Restoration in Electron Cryotomography - Towards Cellular Ultrastructure at Molecular Level | p. 345 |
| SeqTrim - A Validation and Trimming Tool for All Purpose Sequence Reads | p. 353 |
| A Web Tool to Discover Full-Length Sequences - Full-Lengther | p. 361 |
| Discovering the Intrinsic Dimensionality of BLOSUM Substitution Matrices Using Evolutionary MDS | p. 369 |
| Autonomous FYDPS Neural Network-Based Planner Agent for Health Care in Geriatric Residences | p. 377 |
| Structure-Preserving Noise Reduction in Biological Imaging | p. 385 |
| Ensemble of Support Vector Machines to Improve the Cancer Class Prediction Based on the Gene Expression Profiles | p. 393 |
| NATPRO-C13 - An Interactive Tool for the Structural Elucidation of Natural Compounds | p. 401 |
| Application of Chemoinformatic Tools for the Analysis of Virtual Screening Studies of Tubulin Inhibitors | p. 411 |
| Identification of Glaucoma Stages with Artificial Neural Networks Using Retinal Nerve Fibre Layer Analysis and Visual Field Parameters | p. 418 |
| Dimensional Reduction in the Protein Secondary Structure Prediction - Nonlinear Method Improvements | p. 425 |
| Other Applications | |
| Focused Crawling for Retrieving Chemical Information | p. 433 |
| Optimal Portfolio Selection with Threshold in Stochastic Market | p. 439 |
| Classification Based on Association Rules for Adaptive Web Systems | p. 446 |
| Statistical Selection of Relevant Features to Classify Random, Scale Free and Exponential Networks | p. 454 |
| Open Partner Grid Service Architecture in eBusiness | p. 462 |
| An Architecture to Support Programming Algorithm Learning by Problem Solving | p. 470 |
| Explain a Weblog Community | p. 478 |
| Implementing Data Mining to Improve a Game Board Based on Cultural Algorithms | p. 486 |
| Author Index | p. 495 |
| Table of Contents provided by Ingram. All Rights Reserved. |
