1972 search results - page 28 / 395 » Hidden semi-Markov models |
58
Voted
BIOINFORMATICS
2006
15 years 22 days ago
2006
88
Voted
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
We introduce Hidden Process Models (HPMs), a class of probabilistic models for multivariate time series data. The design of HPMs has been motivated by the challenges of modeling h...
129
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AUSAI
2008
Springer
15 years 2 months ago
2008
Springer
Hidden Markov Models are a widely used generative model for analysing sequence data. A variant, Profile Hidden Markov Models are a special case used in Bioinformatics to represent,...
112
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
The infinite hidden Markov model is a nonparametric extension of the widely used hidden Markov model. Our paper introduces a new inference algorithm for the infinite Hidden Markov...
115
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NIPS
2008
15 years 2 months ago
2008
We introduce a new probability distribution over a potentially infinite number of binary Markov chains which we call the Markov Indian buffet process. This process extends the IBP...