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76
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
We present a variational Bayesian framework for performing inference, density estimation and model selection in a special class of graphical models--Hidden Markov Random Fields (H...
116
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ICML
1999
IEEE
16 years 1 months ago
1999
IEEE
We present a learning algorithm for non-parametric hidden Markov models with continuous state and observation spaces. All necessary probability densities are approximated using sa...
73
Voted
ISBI
2004
IEEE
16 years 1 months ago
2004
IEEE
Fourier-based forward and back-projection methods have the potential to reduce computation demands in iterative tomographic image reconstruction. Interpolation errors are a limita...
97
Voted
ISBI
2006
IEEE
16 years 1 months ago
2006
IEEE
Diffusion tensor imaging (DTI) measures, such as fractional anisotropy (FA), and trace are very sensitive to noise contained in the acquired diffusion weighted images. Typical iso...
84
Voted
WWW
2008
ACM
16 years 1 months ago
2008
ACM
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