8 search results - page 1 / 2 » Translation-invariant mixture models for curve clustering |
KDD
2003
ACM
15 years 10 months ago
2003
ACM
SAC
2008
ACM
14 years 9 months ago
2008
ACM
NIPS
2003
14 years 11 months ago
2003
We propose a functional mixture model for simultaneous clustering and alignment of sets of curves measured on a discrete time grid. The model is specifically tailored to gene exp...
UAI
2003
14 years 11 months ago
2003
In this paper we present a family of models and learning algorithms that can simultaneously align and cluster sets of multidimensional curves measured on a discrete time grid. Our...
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VISAPP
2007
14 years 10 months ago
2007
In this paper, we address the problem of robustly recovering several instances of a curve model from a single noisy data set with outliers. Using M-estimators revisited in a Lagran...