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Bayesian Prediction and Adaptive Sampling Algorithms for Mobile Sensor NetworksNew Efficient Spatial Model with Built-In Gaussian Markov Random Fields

Bayesian Prediction and Adaptive Sampling Algorithms for Mobile Sensor Networks: New Efficient... [Recently, there have been efforts to find a way to fit a computationally efficient Gaussian Markov Random Field (GMRF) on a discrete lattice to a Gaussian random field on a continuum space [86–88].] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

Bayesian Prediction and Adaptive Sampling Algorithms for Mobile Sensor NetworksNew Efficient Spatial Model with Built-In Gaussian Markov Random Fields

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/lp/springer-journals/bayesian-prediction-and-adaptive-sampling-algorithms-for-mobile-sensor-2av40056WE
Publisher
Springer International Publishing
Copyright
© The Author(s) 2016
ISBN
978-3-319-21920-2
Pages
77 –90
DOI
10.1007/978-3-319-21921-9_6
Publisher site
See Chapter on Publisher Site

Abstract

[Recently, there have been efforts to find a way to fit a computationally efficient Gaussian Markov Random Field (GMRF) on a discrete lattice to a Gaussian random field on a continuum space [86–88].]

Published: Oct 28, 2015

Keywords: Gaussian Process; Gaussian Random Field; Gaussian Process Regression; Gaussian Field; Precision Matrix

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