Trent University Graduate Thesis Collection

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tula:etd
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Collection
Language
eng
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1 item
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Copyright for all items in the Trent University Graduate Thesis Collection is held by the author, with all rights reserved, unless otherwise noted.
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Time Series Algorithms in Machine Learning - A Graph Approach to Multivariate Forecasting

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Year: 2020, 2020
Member of: Trent University Graduate Thesis Collection
Name(s): Creator (cre): Zhou, Ryan, Thesis advisor (ths): Feng, Wenying, Degree committee member (dgc): Alam, Omar, Degree granting institution (dgg): Trent University
Abstract: <p>Forecasting future values of time series has long been a field with many and varied applications, from climate and weather forecasting to stock prediction and economic planning to the control of industrial processes. Many of these problems involve not only a single time series but many simultaneous series which may influence each other. This thesis provides methods based on machine… more
Full Text: Time Series Algorithms in Machine Learning – A Graph Approach for Multivariate Forecasting A Thesis Submitted to the Committee of Graduate Studies in Partial Fulfillment of the Requirements for the Degree of Master of Science in the Faculty of Arts and …