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Šmídl / Quinn

The Variational Bayes Method in Signal Processing

Medium: Buch
ISBN: 978-3-540-28819-0
Verlag: Springer
Erscheinungstermin: 29.11.2005
Lieferfrist: bis zu 10 Tage
Autoren/Hrsg.

Autoren

Bayesian Theory.- Off-line Distributional Approximations and the Variational Bayes Method.- Principal Component Analysis and Matrix Decompositions.- Functional Analysis of Medical Image Sequences.- On-line Inference of Time-Invariant Parameters.- On-line Inference of Time-Variant Parameters.- The Mixture-based Extension of the AR Model (MEAR).- Concluding Remarks.