Advances in Neuro-Information Processing : 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II / edited by Mario Köppen, Nikola Kasabov, George Coghill.

Format:

Book

Contributor:

Köppen, Mario, 1964- editor.

Kasabov, Nikola, editor.

Coghill, George, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Theoretical computer science and general issues ; SL 1, 5507.

Theoretical Computer Science and General Issues ; 5507

Language:

English

Subjects (All):

Computer networks.

Computers.

Artificial intelligence.

Computers, Special purpose.

Computer simulation.

Computer Communication Networks.

Computation by Abstract Devices.

Artificial Intelligence.

Models and Principles.

Special Purpose and Application-Based Systems.

Simulation and Modeling.

Local Subjects:

Computer Communication Networks.

Computation by Abstract Devices.

Artificial Intelligence.

Models and Principles.

Special Purpose and Application-Based Systems.

Simulation and Modeling.

Physical Description:

1 online resource (XXXVIII, 1087 pages).

Edition:

First edition 2009.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.

System Details:

text file PDF

Summary:

The two volume set LNCS 5506 and LNCS 5507 constitutes the thoroughly refereed post-conference proceedings of the 15th International Conference on Neural Information Processing, ICONIP 2008, held in Auckland, New Zealand, in November 2008. The 260 revised full papers presented were carefully reviewed and selected from numerous ordinary paper submissions and 15 special organized sessions. 116 papers are published in the first volume and 112 in the second volume. The contributions deal with topics in the areas of data mining methods for cybersecurity, computational models and their applications to machine learning and pattern recognition, lifelong incremental learning for intelligent systems, application of intelligent methods in ecological informatics, pattern recognition from real-world information by svm and other sophisticated techniques, dynamics of neural networks, recent advances in brain-inspired technologies for robotics, neural information processing in cooperative multi-robot systems.

Contents:

Neural Network Based Semantic Web, Data Mining and Knowledge Discovery

Neural Networks Learning Paradigm

Kernel Methods and SVM

Neural Networks as a Soft Computing Technology

Neural Networks and Pattern Recognition

Neuromorphic Hardware and Embedded Neural Networks

Machine Learning and Information Algebra

Brain-Computer Interface

Neural Network Implementations.

Other Format:

Printed edition:

ISBN:

978-3-642-03040-6

9783642030406

Access Restriction:

Restricted for use by site license.