Oscar J. Romero and Angelica de AntonioGuillermo Vigueras and Jorge J. Gomez and Juan A. Botia and Juan PavonFrancisco Grimaldo and Miguel Lozano and Fernando BarberJuan F. de Paz and Sara Rodriguez and Juan M. Sanchez and Ana de Luis and Juan M. CorchadoCamelia Chira and Camelia-M. Pintea and D. DumitrescuSamer Hassan and Luis Garmendia and Juan PavonRobert BurdukJavier Grande and Maria del Rosario Suarez and Jose Ramon VillarGerardo M. Mendez and Ma. De Los Angeles HernandezAlberto Tellaeche and Xavier-P. BurgosArtizzu and Gonzalo Pajares and Angela RibeiroPaul Trundle and Daniel Neagu and Marian Craciun and Qasim ChaudhryP.A. Gutierrez and C. Hervas and M. Carbonero and J.C. FernandezLluis A. Belanche MunozJose Antonio Martin H. and Matilde Santos and Andres Garcia and Javier de LopeG. Corral and E. Armengol and A. Fornells and E. GolobardesAlvaro Barbero Jimenez and Jorge Lopez Lazaro and Jose R. DorronsoroEnrique Dominguez and Jose MunozAntonio Augusto Chaves and Francisco de Assis Correa and Luiz Antonio N. LorenaMichal WozniakBruno Baruque and Emilio CorchadoZonghai Chen and Haibo WangJuan C. Pereda and Javier de Lope and Maria Victoria RodellarJose Antonio Martin H. and Javier de Lope and Matilde SantosA. Fuster-Sabater and P. Caballero-Gil and O. DelgadoMiroslav Bursa and Lenka LhotskaS. Muelas and J.M. Pena and V. Robles and A. LaTorre and P. de MiguelRodica Ioana Lung and D. DumitrescuMillie Pant and Radha Thangaraj and Ajith AbrahamLaura Cruz-Reyes and Diana Maritza Nieto-Yanez and Pedro Tomas-Solis and Guadalupe Castilla ValdezJuan Peralta and German Gutierrez and Araceli SanchisHector J. Fraire Huacuja and David Romero Vargas and Guadalupe Castilla Valdez and Carlos A. Camacho Andrade and Georgina Castillo Valdez and Jose A. Martinez FloresCarlos A. Hernandez Carreon and Hector J. Fraire Huacuja and Karla Espriella Fernandez and Guadalupe Castilla Valdez and Juana E. Mancilla TolamaArijit Biswas and Sambarta Dasgupta and Swagatam Das and Ajith AbrahamZhiping Shi and Qing He and Zhongzhi ShiMingxin Zhang and Zhaogan Lu and Junyi ShenMaria Guijarro and Raquel Abreu and Gonzalo PajaresJose Orlando Maldonado and David Vicente Herrera and Manuel Grana RomayYanira de Paz and Quintin Martin and Javier Bajo and Dante I. TapiaStella Heras and Vicente Julian and Vicente BottiA. Fornells and E. GolobardesAlvaro Herrero and Emilio Corchado and Maria A. Pellicer and Ajith AbrahamSalvatore Gaglio and Luca Gatani and Giuseppe Lo Re and Marco OrtolaniJose A. Mocholi and Javier Jaen and Alejandro CatalaJ.J. Fernandez and S. Li and R.A. CrowtherJuan Falgueras and Antonio J. Lara and Francisco R. Canton and Guillermo Perez-Trabado and M. Gonzalo ClarosAntonio J. Lara and Guillermo Perez-Trabado and David P. Villalobos and Sara Diaz-Moreno and Francisco R. Canton and M. Gonzalo ClarosJuan Mendez and Antonio Falcon and Mario Hernandez and Javier LorenzoJuan F. de Paz and Yanira de Paz and Javier Bajo and Sara Rodriguez and Juan M. CorchadoJ.J. Fernandez and S. Li and V. LucicAngela Blanco and Manuel Martin-Merino and Javier De Las RivasRoberto Theron and Esther del Olmo and David Diaz and Miguel Vaquero and Jose Francisco Adserias and Jose Luis Lopez-PerezRafael Pelaez and Jose Luis Lopez and Manuel MedardeEmiliano Hernandez Galilea and Gustavo Santos-Garcia and Ines Franco Suarez-BarcenaGisele M. Simas and Silvia S.C. Botelho and Neusa Grando and Rafael G. ColaresZhaojie Xia and Li Guo and Chunyang Liang and Xiaoxia Li and Zhangyuan YangShuzhi Wei and Zhongxing Ye and Genke YangSaddys Segrera and Maria N. MorenoLaura Cruz Reyes and Eustorgio Meza Conde and Tania Turrubiates Lopez and Claudia Guadalupe Gomez Santillan and Rogelio Ortega IzaguirreHao Gui and Hao FanFrancisco Jurado and Miguel A. Redondo and Manuel OrtegaAlberto Ochoa and Antonio Zamarron and Saul Gonzalez and Arnulfo Castro and Nahitt PadillaAlberto Ochoa and Saul Gonzalez and Arnulfo Castro and Nahitt Padilla and Rosario Baltazar

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