Artificial Neural Networks: Formal Models and Their Applications - ICANN 2005 : 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part II / edited by Wlodzislaw Duch, Erkki Oja, Slawomir Zadrozny.

Format:

Book

Contributor:

Duch, W. (Włodzisław), 1954- editor.

Oja, Erkki, editor.

Zadrożny, Sławomir, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Theoretical computer science and general issues ; SL 1, 3697.

Theoretical Computer Science and General Issues ; 3697

Language:

English

Subjects (All):

Artificial intelligence.

Computers.

Pattern perception.

Application software.

Database management.

Neurosciences.

Artificial Intelligence.

Computation by Abstract Devices.

Pattern Recognition.

Information Systems Applications (incl. Internet).

Database Management.

Local Subjects:

Artificial Intelligence.

Computation by Abstract Devices.

Pattern Recognition.

Information Systems Applications (incl. Internet).

Database Management.

Neurosciences.

Physical Description:

1 online resource (XXXII, 1045 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:

This volume is the first part of the two-volume proceedings of the International C- ference on Artificial Neural Networks (ICANN 2005), held on September 11-15, 2005 in Warsaw, Poland, with several accompanying workshops held on September 15, 2005 at the Nicolaus Copernicus University, Toru , Poland. The ICANN conference is an annual meeting organized by the European Neural Network Society in cooperation with the International Neural Network Society, the Japanese Neural Network Society, and the IEEE Computational Intelligence Society. It is the premier European event covering all topics concerned with neural networks and related areas. The ICANN series of conferences was initiated in 1991 and soon became the major European gathering for experts in those fields. In 2005 the ICANN conference was organized by the Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland, and the Nicolaus Copernicus Univ- sity, Toru , Poland. From over 600 papers submitted to the regular sessions and some 10 special c- ference sessions, the International Program Committee selected - after a thorough peer-review process - about 270 papers for publication. The large number of papers accepted is certainly a proof of the vitality and attractiveness of the field of artificial neural networks, but it also shows a strong interest in the ICANN conferences.

Contents:

New Neural Network Models

Supervised Learning Algorithms

Ensemble-Based Learning

Unsupervised Learning

Recurrent Neural Networks

Reinforcement Learning

Bayesian Approaches to Learning

Learning Theory

Artificial Neural Networks for System Modeling, Decision Making, Optimalization and Control

Special Session: Knowledge Extraction from Neural Networks Organizer and Chair: D. A. Elizondo

Temporal Data Analysis, Prediction and Forecasting

Support Vector Machines and Kernel-Based Methods

Soft Computing Methods for Data Representation, Analysis and Processing

Special Session: Data Fusion for Industrial, Medical and Environmental Applications Organizers and Chairs: D. Mandic, D. Obradovic

Special Session: Non-linear Predictive Models for Speech Processing Organizers and Chairs: M. Chetouani, M. Faundez-Zanuy, B. Gas, A. Hussain

Special Session: Intelligent Multimedia and Semantics Organizers and Chairs: Y. Avrithis, S. Kollias

Applications to Natural Language Proceesing

Various Applications

Special Session: Computational Intelligence in Games Organizer and Chair: J. Ma ́ndziuk

Issues in Hardware Implementation

Erratum.

Other Format:

Printed edition:

ISBN:

978-3-540-28756-8

9783540287568

Access Restriction:

Restricted for use by site license.