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» Distributions of Maximum Likelihood Estimators and Model Com...
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77
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ICPR
2010
IEEE
15 years 2 months ago
Maximum Likelihood Estimation of Gaussian Mixture Models Using Particle Swarm Optimization
—We present solutions to two problems that prevent the effective use of population-based algorithms in clustering problems. The first solution presents a new representation for ...
Caglar Ari, Selim Aksoy
75
Voted
ICRA
2008
IEEE
119views Robotics» more  ICRA 2008»
15 years 4 months ago
Maximum likelihood estimation of sensor and action model functions on a mobile robot
— In order for a mobile robot to accurately interpret its sensations and predict the effects of its actions, it must have accurate models of its sensors and actuators. These mode...
Daniel Stronger, Peter Stone
PR
2002
108views more  PR 2002»
14 years 9 months ago
Hyperparameter estimation for satellite image restoration using a MCMC maximum-likelihood method
The satellite image deconvolution problem is ill-posed and must be regularized. Herein, we use an edge-preserving regularization model using a ' function, involving two hyper...
André Jalobeanu, Laure Blanc-Féraud,...
CSDA
2010
80views more  CSDA 2010»
14 years 9 months ago
Exact maximum likelihood estimation for non-stationary periodic time series models
Irma Hindrayanto, Siem Jan Koopman, Marius Ooms