Real World Applications of Computational Intelligence [electronic resource] / edited by Mircea Negoita, Bernd Reusch.Material type: TextLanguage: English Series: Studies in Fuzziness and Soft Computing: 179Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005Description: XVI, 295 p. Also available online. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783540323877Subject(s): Engineering | Artificial intelligence | Bioinformatics | Mathematics | Engineering mathematics | Engineering | Appl.Mathematics/Computational Methods of Engineering | Artificial Intelligence (incl. Robotics) | Applications of Mathematics | BioinformaticsAdditional physical formats: Printed edition:: No titleDDC classification: 519 LOC classification: TA329-348TA640-643Online resources: Click here to access online
Part I : NZ – German School of Computational Intelligence at KES2004 -- Basics of Engineering The Intelligent Hybrid Systems - Not Industrial Applications Only -- Basics of Machine Learning by Support Vector Machines -- Supporting Deep Learning in an Open-ended Domain -- Data Driven Fuzzy Modelling with Neural Networks -- Hybrid Computational Intelligence Systems for Real World Applications -- Autonomous Intelligent Systems – from Sci-Fi to Reality -- Part II - Selected KES2004 Conference Tutorials -- Introduction to Rough Set Theory and Applications -- Bioinformatics with Evolutionary Computation -- Data Mining; Algorithms and Applications.
Computational Intelligence (CI) has emerged as a novel and highly diversified paradigm supporting the design, analysis and deployment of intelligent systems. This book presents a careful selection of the field that very well reflects the breadth of the discipline. It covers a range of highly relevant and practical design principles governing the development of intelligent systems in data mining, robotics, bioinformatics, and intelligent tutoring systems. The lucid presentations, coherent organization, breadth and the authoritative coverage of the area make the book highly attractive for everybody interested in the design and analysis of intelligent systems.