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    Principle curve sonification

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    HermannMeinicke2000.pdf (1.210Mb)
    Date
    2000-04
    Author
    Hermann, T
    Meinicke, P
    Ritter, H
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    Abstract
    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.
    URI
    http://hdl.handle.net/1853/50678
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