ENGLISH

Foundations and Novel Approaches in Data Mining

By Tsau Young Lin , Xiaohua Hu , Setsuo Ohsuga , Churn-Jung Liau

Book information

Publisher
Springer
Year
2005
ISBN
9783540283157, 3-540-28315-3, 3-540-25729-2, 3-540-26071-4
Open Library ID
OL22726135M
Language
english
Format
PDF
Filesize
22 MB (22891223 bytes)
Series
Studies in Computational Intelligence
Edition
1
Pages
376\0
Topic
Computers\\Organization and Data Processing
Library
Springer
Time added
2009-08-06 07:02:15

Description

This monograph provides novel insights into cognitive mechanisms underlying the processing of sound and music in different environments. A solid understanding of these mechanisms is vital for numerous technological applications such as for example information retrieval from distributed musical databases or building expert systems. In order to investigate the cognitive mechanisms of music perception fundamentals of hearing psychophysiology and principles of music perception are presented. In addition, some computational intelligence methods are reviewed, such as rough sets, fuzzy logic, artificial neural networks, decision trees and genetic algorithms. The applications of hybrid decision systems to problem solving in music and acoustics are exemplified and discussed on the basis of obtained experimental results.

Similar books