Robust multi-task learning algorithms for predictive modeling of spatial and temporal data / by Xi Liu.

"Recent years have witnessed the significant growth of spatial and temporal data generated from various disciplines, including geophysical sciences, neuroscience, economics, criminology, and epidemiology. Such data have been extensively used to train spatial and temporal models that can make predict...

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Bibliographic Details
Main Author: Liu, Xi (Graduate of Michigan State University) (Author)
Language:English
Published: 2019.
Subjects:
Machine learning.
Time-series analysis.
Spatial analysis (Statistics)
Algorithms.
Electronic dissertations.
Academic theses.
Genre:
Electronic dissertations.
Academic theses.
Online Access:
Connect to online resource - MSU authorized users
Connect to online resource - All users (Digital Repository @ Michigan State University)
Dissertation Note:
Thesis Ph. D. Michigan State University. Computer Science 2019
Physical Description:1 online resource (xiii, 101 pages) : illustrations (chiefly color)
Format: Thesis Electronic eBook

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Online Access

Connect to online resource - MSU authorized users
Connect to online resource - All users (Digital Repository @ Michigan State University)