Supplementary Material for "Principal Curve Sonification"

Hermann T, Meinicke P, Ritter H (2000)
Bielefeld University.

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Abstract / Bemerkung
This paper describes a new approach to render sonifications for high-dimensional data, allowing the user to perceive the main structure of the data distribution. This is achieved by computing the principal curve of the data set, which is a trajectory that passes through the middle of the data and allows to define a time order on the data points. The sonification can be imagined as the time-variant auditory scene, perceived while moving along the principal curve. In this paper a method for computing principal curves is presented, the sonification concept is introduced and some sonification examples are given.
Erscheinungsjahr
2000
Page URI
https://pub.uni-bielefeld.de/record/2701097

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Hermann T, Meinicke P, Ritter H. Supplementary Material for "Principal Curve Sonification". Bielefeld University; 2000.
Hermann, T., Meinicke, P., & Ritter, H. (2000). Supplementary Material for "Principal Curve Sonification". Bielefeld University. doi:10.4119/unibi/2701097
Hermann, T., Meinicke, P., and Ritter, H. (2000). Supplementary Material for "Principal Curve Sonification". Bielefeld University.
Hermann, T., Meinicke, P., & Ritter, H., 2000. Supplementary Material for "Principal Curve Sonification", Bielefeld University.
T. Hermann, P. Meinicke, and H. Ritter, Supplementary Material for "Principal Curve Sonification", Bielefeld University, 2000.
Hermann, T., Meinicke, P., Ritter, H.: Supplementary Material for "Principal Curve Sonification". Bielefeld University (2000).
Hermann, Thomas, Meinicke, Peter, and Ritter, Helge. Supplementary Material for "Principal Curve Sonification". Bielefeld University, 2000.
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Principal Curve Sonification for the noisy spiral data set.
Noisy Spiral with variance modulation structure.
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OA Open Access
Zuletzt Hochgeladen
2019-09-25T06:34:48Z
MD5 Prüfsumme
103c2eaaf2bac04e387aefd02e461526
Beschreibung
Principal Curve Sonification for the 9d tetrahedron data set.
This data set contains 10 clusters which are easily depicted from the sonification.
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OA Open Access
Zuletzt Hochgeladen
2019-09-25T06:34:48Z
MD5 Prüfsumme
762d587f81022e58be05979bb5b4dd5a
Beschreibung
Principal Curve Sonification for the noisy spiral data set.
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-25T06:34:48Z
MD5 Prüfsumme
0aaec1a194baf0647fa418eb71512266
Beschreibung
Principal Curve Sonification for the Iris data set, the class attribute determines tick pitch.
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OA Open Access
Zuletzt Hochgeladen
2019-09-25T06:34:48Z
MD5 Prüfsumme
d2af0fe38b94529637c69c17497d65ed

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Principal Curve Sonification
Hermann T, Meinicke P, Ritter H (2000)
In: Proceedings of the International Conference on Auditory Display. Cook PR (Ed); International Community for Auditory Display (ICAD): 81-86.

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