Semi-Supervised Anomaly Detection and Heterogeneous Covariance Estimation for Gaussian Processes

In this thesis, we propose a statistical framework for estimating correlation between sensor systems measuring diverse physical phenomenon. We consider systems that measure at different temporal frequencies and measure responses with different dimensionalities. Our goal is to provide estimates of co...

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Bibliographic Details
Main Author: Crandell, Ian C.
Other Authors: Statistics
Format: Others
Published: Virginia Tech 2017
Subjects:
Online Access:http://hdl.handle.net/10919/81187