Gesellschaft für Informatik e.V.

Lecture Notes in Informatics


Marktplatz Internet: Von e-Learning bis e-Payment, 13. Leipziger Informatik-Tage (LIT 2005), 21. - 23. September 2005, Leipzig P-72, 15-36 (2005).


2005


Editors

Klaus P. Jantke, Klaus-Peter Faehnrich, Wolfgang S. Wittig (eds.)


Contents

Computational Intelligence Techniques for Data Analysis

Y. Bodyanskiy

Abstract


The paper is a survey of the computational intelligence methods and their application to the data analysis problems. Neural networks, fuzzy sets, neuro-fuzzy systems, and genetic algorithms are considered. The advantages and disadvantages of the soft computing tools as well as specific issues of their application to data processing are analyzed, and the directions for their further improvement are outlined. New clustering algorithms that can operate under substantial uncertainty and cluster overlap are proposed.


Full Text: PDF

ISBN 3-88579-401-2


Last changed 24.01.2012 21:51:56