Classification and Data Mining in Musicology

Beran, Jan

Classification and Data Mining in Musicology

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Date

2005

Publication type

Contribution to a conference collection

Published in

Classification — the Ubiquitous Challenge / Weihs, Claus; Gaul, Wolfgang (ed.). - Berlin/Heidelberg : Springer-Verlag, 2005. - (Studies in Classification, Data Analysis, and Knowledge Organization). - pp. 3-10. - ISBN 3-540-25677-6

Abstract

Data in music are complex and highly structured. In this talk a number of descriptive and model-based methods are discussed that can be used as pre-processing devices before standard methods of classification, clustering etc. can be applied. The purpose of pre-processing is to incorporate prior knowledge in musicology and hence to filter out information that is relevant from the point of view of music theory. This is illustrated by a number of examples from classical music, including the analysis of scores and of musical performance.

Subject (DDC)

510 Mathematics

Cite This

ISO 690

BERAN, Jan, 2005. Classification and Data Mining in Musicology. In: WEIHS, Claus, ed., Wolfgang GAUL, ed.. Classification — the Ubiquitous Challenge. Berlin/Heidelberg:Springer-Verlag, pp. 3-10. ISBN 3-540-25677-6. Available under: doi: 10.1007/3-540-28084-7_1

BibTex

@inproceedings{Beran2005Class-27593,
  year={2005},
  doi={10.1007/3-540-28084-7_1},
  title={Classification and Data Mining in Musicology},
  isbn={3-540-25677-6},
  publisher={Springer-Verlag},
  address={Berlin/Heidelberg},
  series={Studies in Classification, Data Analysis, and Knowledge Organization},
  booktitle={Classification — the Ubiquitous Challenge},
  pages={3--10},
  editor={Weihs, Claus and Gaul, Wolfgang},
  author={Beran, Jan}
}

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