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» Warped Gaussian Processes
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ICASSP
2008
IEEE
15 years 4 months ago
Rhythmic similarity of music based on dynamic periodicity warping
This paper introduces a new way to measure rhythmic similarity between two musical pieces using periodicity spectra. In order to detect similarity for pieces of different tempi, t...
Andre Holzapfel, Yannis Stylianou
PADS
1998
ACM
15 years 1 months ago
Event History Based Sparse State Saving in Time Warp
This paper presents a sparse state saving scheme for Time Warp parallel discrete event simulation. The scheme bases the selection of the states to be recorded on the event history...
Francesco Quaglia
ICPR
2010
IEEE
15 years 2 months ago
Gaussian Process Learning from Order Relationships Using Expectation Propagation
A method for Gaussian process learning of a scalar function from a set of pair-wise order relationships is presented. Expectation propagation is used to obtain an approximation to...
Ruixuan Wang, Stephen James Mckenna
ICML
2009
IEEE
15 years 10 months ago
Analytic moment-based Gaussian process filtering
We propose an analytic moment-based filter for nonlinear stochastic dynamic systems modeled by Gaussian processes. Exact expressions for the expected value and the covariance matr...
Marc Peter Deisenroth, Marco F. Huber, Uwe D. Hane...
CORR
2008
Springer
117views Education» more  CORR 2008»
14 years 9 months ago
Time Warp Edit Distance
: This technical report details a family of time warp distances on the set of discrete time series. This family is constructed as an editing distance whose elementary operations ap...
Pierre-Francois Marteau