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Real World Applications of Computational Intelligence de Mircea Gh. Negoita

Real World Applications of Computational Intelligence: Studies in Fuzziness and Soft Computing, cartea 179

Editat de Mircea Gh. Negoita, Bernd Reusch
en Limba Engleză Paperback – 6 dec 2014
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.
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Specificații

ISBN-13: 9783642426483
ISBN-10: 3642426484
Pagini: 316
Ilustrații: XVI, 296 p.
Dimensiuni: 155 x 235 x 17 mm
Greutate: 0.45 kg
Ediția:2005
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Studies in Fuzziness and Soft Computing

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

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.

Textul de pe ultima copertă

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.

Caracteristici

Presents novel theories and applications of computational intelligence