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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Displaying 1 - 5 of 5

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Displaying 1 - 5 of 5

Automated Grading of UML Use Case Diagrams

Hosseinibaghdadabadi_trentu_0513N_11058-Thumbnail Image.png

Year: 2023, 2023

Member of: Trent University Graduate Thesis Collection

Name(s): Creator (cre): Hosseinibaghdadabadi, Mohsen, Thesis advisor (ths): Alam, Omar, Degree committee member (dgc): Rahman, Quazi, Degree committee member (dgc): Alwidian, Sanaa, Degree granting institution (dgg): Trent University

Abstract: This thesis presents an approach for automated grading of UML Use Case diagrams. Many software engineering courses require students to learn how to model the behavioural features of a problem domain or an object-oriented design in the form of a use case diagram. Because assessing UML assignments is a time-consuming and labor-intensive operation, there is a need for an automated grading… more

Influence of geodemographic factors on electricity consumption and forecasting models

Year: 2021, 2021

Member of: Trent University Graduate Thesis Collection

Name(s): Creator (cre): Jitender Pal Singh, Jitender Pal Singh, Thesis advisor (ths): Alam, Omar, Degree committee member (dgc): Alam, Omar, Degree committee member (dgc): Feng, Wenying, Degree granting institution (dgg): Trent University

Abstract: The residential sector is a major consumer of electricity, and its demand will rise by 65 percent by the end of 2050. The electricity consumption of a household is determined by various factors, e.g. house size, socio-economic status of the family, size of the family, etc. Previous studies have only identified a limited number of socio-economic and dwelling factors. In this thesis, we… more

Time Series Algorithms in Machine Learning - A Graph Approach to Multivariate Forecasting

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: 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

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: 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

Predicting Irregularities in Arrival Times for Toronto Transit Buses with LSTM Recurrent Neural Networks Using Vehicle Locations and Weather Data

Year: 2019, 2019

Member of: Trent University Graduate Thesis Collection

Name(s): Creator (cre): Kush, Anshuman, Thesis advisor (ths): Alam, Omar, Degree granting institution (dgg): Trent University

Abstract: Public transportation systems play important role in the quality of life of citizensin any metropolitan city. However, public transportation authorities facecriticisms from commuters due to irregularities in bus arrival times. For example,transit bus users often complain when they miss the bus because it arrived too<p… more