TY  - EDBOOK
AB  - 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.
DA  - 2000
KW  - thermann
LA  - eng
PY  - 2000
TI  - Principal Curve Sonification
UR  - https://nbn-resolving.org/urn:nbn:de:0070-pub-20173668
Y2  - 2024-11-22T05:39:16
ER  -