452 citations · 870 across the 33 of their papers we have counts for
Showing 2012 · stat.APShow all
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stat.AP2012★ 12 cited
Probabilistic models for joint clustering and time-warping of multidimensional curves
Darya Chudova, Scott Gaffney, Padhraic Smyth
In this paper we present a family of algorithms that can simultaneously align and cluster sets of multidimensional curves measured on a discrete time grid. Our approach is based on…
stat.AP2012★ 1 cited
Modeling Waveform Shapes with Random Eects Segmental Hidden Markov Models
Seyoung Kim, Padhraic Smyth, Stefan Luther
In this paper we describe a general probabilistic framework for modeling waveforms such as heartbeats from ECG data. The model is based on segmental hidden Markov models (as used i…