Innovations in Hybrid Intelligent Systems Book

Agents and Multiagent Systems
Analysis of Emergent Properties in a Hybrid Bio-inspired Architecture for Cognitive Agents   Oscar J. Romero   Angelica de Antonio     1
Using Semantic Causality Graphs to Validate MAS Models   Guillermo Vigueras   Jorge J. Gomez   Juan A. Botia   Juan Pavon     9
A Multiagent Framework to Animate Socially Intelligent Agents   Francisco Grimaldo   Miguel Lozano   Fernando Barber     17
Context Aware Hybrid Agents on Automated Dynamic Environments   Juan F. de Paz   Sara Rodriguez   Juan M. Sanchez   Ana de Luis   Juan M. Corchado     25
Sensitive Stigmergic Agent Systems - A Hybrid Approach to Combinatorial Optimization   Camelia Chira   Camelia-M. Pintea   D. Dumitrescu     33
Fuzzy Systems
Agent-Based Social Modeling and Simulation with Fuzzy Sets   Samer Hassan   Luis Garmendia   Juan Pavon     40
Stage-Dependent Fuzzy-valued Loss Function in Two-Stage Binary Classifier   Robert Burduk     48
A Feature Selection Method Using a Fuzzy Mutual Information Measure   Javier Grande   Maria del Rosario Suarez   Jose Ramon Villar     56
Interval Type-2 ANFIS   Gerardo M.Mendez   Ma. De Los Angeles Hernandez     64
A Vision-Based Hybrid Classifier for Weeds Detection in Precision Agriculture Through the Bayesian and Fuzzy k-Means Paradigms   Alberto Tellaeche   Xavier-P. BurgosArtizzu   Gonzalo Pajares   Angela Ribeiro     72
Artificial Neural Networks
Development of Multi-output Neural Networks for Data Integration - A Case Study   Paul Trundle   Daniel Neagu   Marian Craciun   Qasim Chaudhry     80
Combined Projection and Kernel Basis Functions for Classification in Evolutionary Neural Networks   P.A. Gutierrez   C. Hervas   M. Carbonero   J.C. Fernandez     88
Modeling Heterogeneous Data Sets with Neural Networks   Lluis A. Belanche Munoz     96
A Computational Model of the Equivalence Class Formation Psychological Phenomenon   Jose Antonio Martin H.   Matilde Santos   Andres Garcia   Javier de Lope     104
Data Security Analysis Using Unsupervised Learning and Explanations   G. Corral   E. Armengol   A. Fornells   E. Golobardes     112
Finding Optimal Model Parameters by Discrete Grid Search   Alvaro Barbero Jimenez   Jorge Lopez Lazaro   Jose R. Dorronsoro      120
Clustering and Multiclassfier Systems
A Hybrid Algorithm for Solving Clustering Problems   Enrique Dominguez   Jose Munoz     128
Clustering Search Heuristic for the Capacitated p-Median Problem   Antonio Augusto Chaves   Francisco de Assis Correa   Luiz Antonio N. Lorena     136
Experiments with Trained and Untrained Fusers   Michal Wozniak     144
Fusion of Visualization Induced SOM   Bruno Baruque   Emilio Corchado     151
Robots
Open Intelligent Robot Controller Based on Field-Bus and RTOS   Zonghai Chen   Haibo Wang     159
Evolutionary Controllers for Snake Robots Basic Movements   Juan C. Pereda   Javier de Lope   Maria Victoria Rodellar     167
Evolution of Neuro-controllers for Multi-link Robots   Jose Antonio Martin H.   Javier de Lope   Matilde Santos     175
Solving Linear Difference Equations by Means of Cellular Automata   A. Fuster-Sabater   P. Caballero-Gil   O. Delgado     183
Metaheuristics and Optimization Models
Automated Classification Tree Evolution Through Hybrid Metaheuristics   Miroslav Bursa   Lenka Lhotska     191
Machine Learning to Analyze Migration Parameters in Parallel Genetic Algorithms    S. Muelas   J.M. Pena   V. Robles   A. LaTorre   P. de Miguel     199
Collaborative Evolutionary Swarm Optimization with a Gauss Chaotic Sequence Generator   Rodica Ioana Lung   D. Dumitrescu     207
A New PSO Algorithm with Crossover Operator for Global Optimization Problems   Millie Pant   Radha Thangaraj   Ajith Abraham     215
Solving Bin Packing Problem with a Hybridization of Hard Computing and Soft Computing   Laura Cruz-Reyes   Diana Maritza Nieto-Yanez   Pedro Tomas-Solis   Guadalupe Castilla Valdez     223
Design of Artificial Neural Networks Based on Genetic Algorithms to Forecast Time Series   Juan Peralta   German Gutierrez   Araceli Sanchis     231
Experimental Analysis for the Lennard-Jones Problem Solution   Hector J. Fraire Huacuja   David Romero Vargas   Guadalupe Castilla Valdez   Carlos A. Camacho Andrade   Georgina Castillo Valdez   Jose A. Martinez Flores     239
Application of Genetic Algorithms to Strip Hot Rolling Scheduling   Carlos A. Hernandez Carreon   Hector J. Fraire Huacuja   Karla Espriella Fernandez   Guadalupe Castilla Valdez   Juana E. Mancilla Tolama      247
Synergy of PSO and Bacterial Foraging Optimization - A Comparative Study on Numerical Benchmarks   Arijit Biswas   Sambarta Dasgupta   Swagatam Das   Ajith Abraham     255
Artificial Vision
Bayes-Based Relevance Feedback Method for CBIR   Zhiping Shi   Qing He   Zhongzhi Shi     264
A Novel Hierarchical Block Image Retrieval Scheme Based Invariant Features   Mingxin Zhang   Zhaogan Lu   Junyi Shen     272
A New Unsupervised Hybrid Classifier for Natural Textures in Images   Maria Guijarro   Raquel Abreu   Gonzalo Pajares     280
Visual Texture Characterization of Recycled Paper Quality   Jose Orlando Maldonado   David Vicente Herrera   Manuel Grana Romay     288
Case-Based Reasoning
Combining Improved FYDPS Neural Networks and Case-Based Planning - A Case Study   Yanira de Paz   Quintin Martin   Javier Bajo   Dante I. Tapia     296
CBR Contributions to Argumentation in MAS   Stella Heras   Vicente Julian   Vicente Botti     304
Case-Base Maintenance in an Associative Memory Organized by a Self-Organization Map   A. Fornells   E. Golobardes     312
Hybrid Multi Agent-Neural Network Intrusion Detection with Mobile Visualization   Alvaro Herrero   Emilio Corchado   Maria A. Pellicer   Ajith Abraham     320
Learning Models
Knowledge Extraction from Environmental Data Through a Cognitive Architecture   Salvatore Gaglio   Luca Gatani   Giuseppe Lo Re   Marco Ortolani     329
A Model of Affective Entities for Effective Learning Environments   Jose A. Mocholi   Javier Jaen   Alejandro Catala     337
Bioinformatics
Image Restoration in Electron Cryotomography - Towards Cellular Ultrastructure at Molecular Level   J.J. Fernandez   S. Li   R.A. Crowther     345
SeqTrim - A Validation and Trimming Tool for All Purpose Sequence Reads   Juan Falgueras   Antonio J. Lara   Francisco R. Canton   Guillermo Perez-Trabado   M. Gonzalo Claros     353
A Web Tool to Discover Full-Length Sequences - Full-Lengther   Antonio J. Lara   Guillermo Perez-Trabado   David P. Villalobos   Sara Diaz-Moreno   Francisco R. Canton   M. Gonzalo Claros     361
Discovering the Intrinsic Dimensionality of BLOSUM Substitution Matrices Using Evolutionary MDS   Juan Mendez   Antonio Falcon   Mario Hernandez   Javier Lorenzo      369
Autonomous FYDPS Neural Network-Based Planner Agent for Health Care in Geriatric Residences   Juan F. de Paz   Yanira de Paz   Javier Bajo   Sara Rodriguez   Juan M. Corchado     377
Structure-Preserving Noise Reduction in Biological Imaging   J.J. Fernandez   S. Li   V. Lucic     385
Ensemble of Support Vector Machines to Improve the Cancer Class Prediction Based on the Gene Expression Profiles   Angela Blanco   Manuel Martin-Merino   Javier De Las Rivas     393
NATPRO-C13 - An Interactive Tool for the Structural Elucidation of Natural Compounds   Roberto Theron   Esther del Olmo   David Diaz   Miguel Vaquero   Jose Francisco Adserias   Jose Luis Lopez-Perez     401
Application of Chemoinformatic Tools for the Analysis of Virtual Screening Studies of Tubulin Inhibitors   Rafael Pelaez   Jose Luis Lopez   Manuel Medarde     411
Identification of Glaucoma Stages with Artificial Neural Networks Using Retinal Nerve Fibre Layer Analysis and Visual Field Parameters   Emiliano Hernandez Galilea   Gustavo Santos-Garcia   Ines Franco Suarez-Barcena     418
Dimensional Reduction in the Protein Secondary Structure Prediction - Nonlinear Method Improvements    Gisele M. Simas   Silvia S.C. Botelho   Neusa Grando   Rafael G. Colares     425
Other Applications
Focused Crawling for Retrieving Chemical Information   Zhaojie Xia   Li Guo   Chunyang Liang   Xiaoxia Li   Zhangyuan Yang     433
Optimal Portfolio Selection with Threshold in Stochastic Market   Shuzhi Wei   Zhongxing Ye   Genke Yang     439
Classification Based on Association Rules for Adaptive Web Systems   Saddys Segrera   Maria N. Moreno     446
Statistical Selection of Relevant Features to Classify Random, Scale Free and Exponential Networks   Laura Cruz Reyes   Eustorgio Meza Conde   Tania Turrubiates Lopez   Claudia Guadalupe Gomez Santillan   Rogelio Ortega Izaguirre     454
Open Partner Grid Service Architecture in eBusiness   Hao Gui   Hao Fan     462
An Architecture to Support Programming Algorithm Learning by Problem Solving   Francisco Jurado   Miguel A. Redondo   Manuel Ortega     470
Explain a Weblog Community   Alberto Ochoa   Antonio Zamarron   Saul Gonzalez   Arnulfo Castro   Nahitt Padilla     478
Implementing Data Mining to Improve a Game Board Based on Cultural Algorithms   Alberto Ochoa   Saul Gonzalez   Arnulfo Castro   Nahitt Padilla   Rosario Baltazar     486
Author Index     495