Trent University Graduate Thesis Collection

Item Description
Identifier
tula:etd
Type
Collection
Language
eng
Extent
1 item
Rights
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

Automated Grading of UML Class Diagrams

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Year: 2020, 2020
Member of: Trent University Graduate Thesis Collection
Name(s): Creator (cre): Bian, Weiyi, Thesis advisor (ths): Alam, Omar, Degree committee member (dgc): Feng, Wenying, Degree committee member (dgc): Gherbi, Abdelouahed, Degree granting institution (dgg): Trent University
Abstract: <p>Learning how to model the structural properties of a problem domain or an object-oriented design in form of a class diagram is an essential learning task in many software engineering courses. Since grading UML assignments is a cumbersome and time-consuming task, there is a need for an automated grading approach that can assist the instructors by speeding up the grading process, as well… more