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Real World Applications of Computational Intelligence -

Real World Applications of Computational Intelligence

Buch | Softcover
XVI, 296 Seiten
2014 | 2005
Springer Berlin (Verlag)
978-3-642-42648-3 (ISBN)
CHF 224,65 inkl. MwSt
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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.

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.

Erscheint lt. Verlag 6.12.2014
Reihe/Serie Studies in Fuzziness and Soft Computing
Zusatzinfo XVI, 296 p.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 486 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Mathematik / Informatik Mathematik Algebra
Mathematik / Informatik Mathematik Angewandte Mathematik
Naturwissenschaften Biologie
Technik
Schlagworte algorithm • algorithms • Bioinformatics • Computational Intelligence • Data Mining • Development • Evolution • fuzzy • Intelligence • Intelligent Systems • Network • Networks • Neural networks • robot • Robotics
ISBN-10 3-642-42648-4 / 3642426484
ISBN-13 978-3-642-42648-3 / 9783642426483
Zustand Neuware
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