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 / edited by Joan Cabestany, Alberto Prieto, Francisco Sandoval.

Format:

Book

Contributor:

Cabestany, Joan, editor.

Prieto, Alberto, editor.

Sandoval, Francisco, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Theoretical computer science and general issues ; SL 1, 3512.

Theoretical Computer Science and General Issues ; 3512

Language:

English

Subjects (All):

Artificial intelligence.

Pattern perception.

Computers.

Algorithms.

Optical data processing.

Evolution (Biology).

Artificial Intelligence.

Pattern Recognition.

Computation by Abstract Devices.

Algorithm Analysis and Problem Complexity.

Image Processing and Computer Vision.

Evolutionary Biology.

Local Subjects:

Artificial Intelligence.

Pattern Recognition.

Computation by Abstract Devices.

Algorithm Analysis and Problem Complexity.

Image Processing and Computer Vision.

Evolutionary Biology.

Physical Description:

1 online resource (XXV, 1260 pages).

Edition:

First edition 2005.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2005.

System Details:

text file PDF

Summary:

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.

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.

Other Format:

Printed edition:

ISBN:

978-3-540-32106-4

9783540321064

Access Restriction:

Restricted for use by site license.