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» The Bayesian Structural EM Algorithm
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CDC
2010
IEEE
133views Control Systems» more  CDC 2010»
12 years 11 months ago
Estimating state-space models in innovations form using the expectation maximisation algorithm
The expectation maximisation (EM) algorithm has proven to be effective for a range of identification problems. Unfortunately, the way in which the EM algorithm has previously been ...
Adrian Wills, Thomas B. Schön, Brett Ninness
RECOMB
2001
Springer
14 years 5 months ago
A structural EM algorithm for phylogenetic inference
Nir Friedman, Matan Ninio, Itsik Pe'er, Tal Pupko
ECML
2006
Springer
13 years 8 months ago
EM Algorithm for Symmetric Causal Independence Models
Causal independence modelling is a well-known method both for reducing the size of probability tables and for explaining the underlying mechanisms in Bayesian networks. In this pap...
Rasa Jurgelenaite, Tom Heskes
PRL
2000
58views more  PRL 2000»
13 years 4 months ago
Learning mixture models using a genetic version of the EM algorithm
The need to
Aleix M. Martínez, Jordi Vitrià
MIAR
2006
IEEE
13 years 10 months ago
Pulsative Flow Segmentation in MRA Image Series by AR Modeling and EM Algorithm
Segmentation of CSF and pulsative blood flow, based on a single phase contrast MRA (PC-MRA) image can lead to imperfect classifications. In this paper, we present a novel automated...
Ali Gooya, Hongen Liao, Kiyoshi Matsumiya, Ken Mas...