TY - BOOK AU - Kostek,Bożena ED - SpringerLink (Online service) TI - Perception-Based Data Processing in Acoustics: Applications to Music Information Retrieval and Psychophysiology T2 - Studies in Computational Intelligence, SN - 9783540324010 AV - TA329-348 U1 - 519 23 PY - 2005/// CY - Berlin, Heidelberg PB - Springer Berlin Heidelberg KW - Engineering KW - Artificial intelligence KW - Computational linguistics KW - Psycholinguistics KW - Acoustics KW - Engineering mathematics KW - Consciousness KW - Appl.Mathematics/Computational Methods of Engineering KW - Artificial Intelligence (incl. Robotics) KW - Cognitive Psychology KW - Computational Linguistics N2 - The objective of the monograph is to provide novel insights into cognitive mechanisms underlying 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 underlying 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 in this book and discussed on the basis of obtained experimental results UR - http://dx.doi.org/10.1007/b135397 ER -