Robust Prediction of Large Spatio-Temporal Datasets

Robust Prediction of Large Spatio-Temporal Datasets

This thesis describes a robust and efficient design of Student-t based Robust Spatio-Temporal Prediction, namely, St-RSTP, to provide estimation based on observations over spatio-temporal neighbors. It is crucial to many applications in geographical information systems, medical imaging, urban planni...

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Bibliographic Details
Main Author: Chen, Yang
Other Authors: Computer Science
Format: Others
Published: Virginia Tech 2013
Subjects:
Robust Prediction
Expectation Propagation
Student's t Model
Bayesian Hierarchical Model
Spatio-Temporal Process
Online Access:http://hdl.handle.net/10919/23098

Internet

http://hdl.handle.net/10919/23098

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