Computational Intelligence and Bioinspired Systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005, Proceedings

Author:   Joan Cabestany ,  Alberto Prieto ,  Francisco Sandoval
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   2005 ed.
Volume:   3512
ISBN:  

9783540262084


Pages:   1260
Publication Date:   30 May 2005
Format:   Paperback
Availability:   Out of stock   Availability explained
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Computational Intelligence and Bioinspired Systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005, Proceedings


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Overview

We present in this volume the collection of finally accepted papers of the eighth edition of the “IWANN” conference (“International Work-Conference on Artificial Neural Networks”). This biennial meeting focuses on the foundations, theory, models and applications of systems inspired by nature (neural networks, fuzzy logic and evolutionary systems). Since the first edition of IWANN in Granada (LNCS 540, 1991), the Artificial Neural Network (ANN) community, and the domain itself, have matured and evolved. Under the ANN banner we find a very heterogeneous scenario with a main interest and objective: to better understand nature and beings for the correct elaboration of theories, models and new algorithms. For scientists, engineers and professionals working in the area, this is a very good way to get solid and competitive applications. We are facing a real revolution with the emergence of embedded intelligence in many artificial systems (systems covering diverse fields: industry, domotics, leisure, healthcare, … ). So we are convinced that an enormous amount of work must be, and should be, still done. Many pieces of the puzzle must be built and placed into their proper positions, offering us new and solid theories and models (necessary tools) for the application and praxis of these current paradigms. The above-mentioned concepts were the main reason for the subtitle of the IWANN 2005 edition: “Computational Intelligence and Bioinspired Systems.” The call for papers was launched several months ago, addressing the following topics: 1. Mathematical and theoretical methods in computational intelligence.

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Author:   Joan Cabestany ,  Alberto Prieto ,  Francisco Sandoval
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2005 ed.
Volume:   3512
ISBN:  

9783540262084


ISBN 10:   3540262083
Pages:   1260
Publication Date:   30 May 2005
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of stock   Availability explained
The supplier is temporarily out of stock of this item. It will be ordered for you on backorder and shipped when it becomes available.

Table of Contents

Mathematical and Theoretical Methods.- Evolutionary Computation.- Neurocomputational Inspired Models.- Learning and Adaptation.- Radial Basic Functions Structures.- Self-organizing Networks and Methods.- Support Vector Machines.- Cellular Neural Networks.- Hybrid Systems.- Neuroengineering and Hardware Implementations.- Pattern Recognition.- Perception and Robotics.- Applications on Data Analysis and Preprocessing.- Applications on Data Mining.- Applications on Signal Processing.- Applications on Image Processing.- Applications on Forecasting.- Applications on Independent Component Analysis and Blind Source Separation.- Applications on Power Systems.- Other Applications.

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