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» Universal Filtering via Hidden Markov Modeling
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JMLR
2010
129views more  JMLR 2010»
13 years 2 hour ago
Approximation of hidden Markov models by mixtures of experts with application to particle filtering
Selecting conveniently the proposal kernel and the adjustment multiplier weights of the auxiliary particle filter may increase significantly the accuracy and computational efficie...
Jimmy Olsson, Jonas Ströjby
COMPLIFE
2006
Springer
13 years 9 months ago
Set-Oriented Dimension Reduction: Localizing Principal Component Analysis Via Hidden Markov Models
We present a method for simultaneous dimension reduction and metastability analysis of high dimensional time series. The approach is based on the combination of hidden Markov model...
Illia Horenko, Johannes Schmidt-Ehrenberg, Christo...
BMCBI
2010
87views more  BMCBI 2010»
13 years 5 months ago
Epigenetic domains found in mouse embryonic stem cells via a hidden Markov model
Background: Epigenetics is an important layer of transcriptional control necessary for cell-type specific gene regulation. Recent studies have shown significant epigenetic pattern...
Jessica L. Larson, Guo-Cheng Yuan
GLOBECOM
2008
IEEE
13 years 11 months ago
Classification of Network Traffic via Packet-Level Hidden Markov Models
Alberto Dainotti, Walter de Donato, Antonio Pescap...

Lecture Notes
2770views
15 years 1 months ago
Lectures on Medical Image Analysis
Easy and neat set of lecture notes in Medical Image Analysis taught at West Virginia University by Prof. Tim McGraw. It covers several famous computer vision techniques such as act...
Tim McGraw