This book provides a general overview and original analysis of new developments and applications in several areas of Computational Intelligence and Information Systems. Computational Intelligence has become an important tool for engineers to develop and analyze novel techniques to solve problems in basic sciences such as physics, chemistry, biology, engineering, environment and social sciences. The material contained in this book addresses the foundations and applications of Artificial Intelligence and Decision Support Systems, Complex and Biological Inspired Systems, Simulation and Evolution of Real and Artificial Life Forms, Intelligent Models and Control Systems, Knowledge and Learning Technologies, Web Semantics and Ontologies, Intelligent Tutoring Systems, Intelligent Power Systems, Self-Organized and Distributed Systems, Intelligent Manufacturing Systems and Affective Computing. The contributions have all been written by international experts, who provide current views on the topics discussed and present recent, original insights from their own experience in these fields.
State of Art on Computational Intelligence
Application to Real World ProblemsInhalt
Preface 1 The Process of Industrial Bioethanol Production Explained by Self-Organised Maps; Miguel A. Sanz-Bobi, Pablo Ruiz, and Julio Montes 2 Towards a Further Understanding of the Robotic Darwinian PSO; Micael S. Couceiro, Fernando M.L. Martins, Filipe Clemente, Rui P. Rocha, and Nuno M.F. Ferreira 3 A Comparison Study Between Two Hyperspectral Clustering Methods: KFCM and PSO-FCM; Amin Alizadeh Naeini, Saeid Niazmardi, Shahin Rahmatollahi Namin, Farhad Samadzadegan, and Saeid Homayouni 4 Comparison of Classification Methods for Golf Putting Performance Analysis; J. Miguel A. Luz, Micael S. Couceiro, David Portugal, Rui P. Rocha, Hélder Araújo, and Gonçalo Dias5 Switched Unfalsified Multicontroller Nonparametric Model Based Design; Fernando Coito, Luís Brito Palma, and Fernando Costa6 Evolving Fuzzy Uncalibrated Visual Servoing for Mobile Robots; P.J.S. Gonçalves, P.J.F. Lopes, P.M.B. Torres, and J.M.R. Sequeira7 Evaluating the Potential of Particle Swarm Optimization for Hyperspectral Image Clustering in Minimum Noise Fraction Feature Space; Shahin Rahmatollahi Namin, Amin Alizadeh Naeini, and Farhad Samadzadegan8 On a Ball's Trajectory Model for Putting's Evaluation; Gonçalo Dias, Rui Mendes, Micael S. Couceiro, Carlos M. Figueiredo, and J. Miguel A. Luz9 Efficient Discriminative Models for Proteomics with Simple and Optimized Features; Lionel Morgado, Carlos Pereira, Paula Veríssimo, and António Dourado10 Meta-heuristics Self-Parameterization in a Multi-Agent Scheduling System Using Case-Based Reasoning; Ivo Pereira, Ana Madureira, and Paulo de Moura Oliveira 11 Haptic-Based Robot Teleoperation: Interacting with Real Environments; Pedro Neto, Nélio Mourato and J. Norberto Pires12 Multi-Agent Predictive Control with Application in Intelligent Infrastructures; J.M. Igreja, S.J. Costa, J.M. Lemos, and F.M. Cadete13 Single-Objective Spreading Algorithm; E. J. Solteiro Pires, Luís Mendes, António M. Lopes, P. B. de Moura Oliveira, and J. A. Tenreiro Machado14 Fault Tolerant Control Based on Adaptive LQG and Fuzzy Controllers; Carla Viveiros, Luis Brito Palma and José Manuel Igreja15 P2P Web Service Based System for Supporting Decision-Making in Cellular Manufacturing Scheduling; Maria Leonilde R. Varela, Rui Barbosa, and Susana Costa 16 Web-Based Decision Support System for Orders Planning; António Arrais-Castro, Maria Leonilde R. Varela, and Sílvio Carmo-Silva17 Product Documentation Management Through REST-based Web Service; Filipe Rocha, Maria Leonilde R. Varela, and Sílvio Carmo-Silva18 Fuzzy Web Platform for Electrical Energy Losses Management; Gaspar Gonçalves Vieira, Maria Leonilde R. Varela, and Rita A. Ribeiro19 Web System for Supporting Project Management; Cátia Filipa Veiga Alves, André Filipe Nogueira da Silva, and Maria Leonilde R. Varela20 Generation Capacity Expansion Planning In Restructured Electricity Markets Using Genetic Algorithms; Adelino J. C. Pereira , and João Tomé Saraiva 21 Decision Making in Maintainability of High Risk Industrial Equipment; José Sobral and Luis Ferreira22 The Classification Platform Applied to Mammographic Images; P.J.S. Gonçalves23 On an Optimization Model for Approximate Nonnegative Matrix Factorization; Ana Maria de Almeida24 Random Walks in Electric Networks; D.M.L.D. Rasteiro25 Business Intelligence Tools; Jorge Bernardino, and Marco Tereso26 Food Service Management Web Platform based on XML Specification and Web Services; Pedro Sabioni, Vinícius Carneiro, and Maria Leonilde R. Varela 27 Differential Evolution on the Minimization of Thermal Residual Stresses in Functionally Graded Structures; T.A.N. Silva and M. A. R. Loja 28 Magnetic Wheeled Climbing Robot: Design and Implementation; M. F. Silva, R. S. Barbosa and A. L. C. Oliveira29 Development of an AGV Controlled by Fuzzy Logic; Ramiro S. Barbosa, Manuel F. Silva and Dário J. Osório30 Affect Recognition; Raquel Faria and Ana Almeida31 Web 2.0: Tagging Usefulness; Joaquim Filipe P Santos, and Ana Almeida 32 Multidimensional Scaling Analysis of Electricity Market Prices; Filipe Azevedo and J. Tenreiro Machado33 PCMAT Metadata Authoring Tool; Paulo Couto, Constantino Martins, Luiz Faria, Marta Fernandes, and Eurico Carrapatoso34 Collaborative Broker for Distributed Energy Resources; João Carlos Ferreira, Alberto Rodrigues da Silva, Vítor Monteiro and João L. Afonso35 A Multidimensional Scaling Classification of Robotic Sensors; Miguel F. M. Lima and J. A. Tenreiro Machado36 Rough Set Theory: Data Mining Technique Applied to the Electrical Power System; C. I. Faustino Agreira, C. M. Machado Ferreira, and F. P. Maciel Barbosa 37 Tuning a Fractional Order Controller from a Heat Diffusion System Using a PSO Algorithm; Isabel S. Jesus and Ramiro S. Barbosa 38 A Tool for Biomedical Documents Classification using Support Vector Machines; João Oliveira, Daniel Correia, Carlos Pereira, Paula Veríssimo, and António Dourado 39 Conflicts Management in Retail Systems with Self-Regulation; Bruno Magalhães and Ana Madureira40 Adaptive e-learning Systems Foundational Issues of the ADAPT Project; Eduardo Pratas and Viriato M. Marques41 Recognizing Music Styles - An Approach based on the Zipf-Mandelbrot Law; Viriato M. Marques and Cecília Reis42 A Platform for Peptidase Detection Based on Text Mining Techniques and Support Vector Machines; Daniel Correia , Carlos Pereira, Paula Veríssimo, and António Dourado43 Optimal Configuration of Uniplanar-Unilateral External Fixators in Tibia Fractures; Luis Roseiro and Augusta Neto44 Identification of the Forces in the Suspension System of a Race Car Using Artificial Neural Networks; Luis Roseiro, Carlos Alcobia, Pedro Ferreira, Abderrahmane Baïri, Najib Laraqi, and Nacim Alilat 45 Combinational Logic Circuits Design Tool for a Learning Management System; Cecília Reis and Viriato M. Marques46 Labeling Methods for the General Case of the Multi-Objective Shortest Path Problem - a Computational Study; J.M. Paixão and J.L. Santos