Graduate Electronic Theses and Dissertations: Recent submissions
Now showing items 1-20 of 116
-
Rare words in text summarization
(University of WinnipegUniversity of Winnipeg, 2023-01-16)Automatic text summarization is a difficult task, which involves a good understanding of an input text to produce fluent, brief and vast summary. The usage of text summarization models can vary from legal document summarization ... -
It's JustiFlied: The Endogenous Retrovirus K Integrase Induces Motor Disturbances in Transgenic Drosophila
(University of WinnipegUniversity of Winnipeg, 2022-12-13)Amyotrophic Lateral Sclerosis (ALS) is an incurable neurodegenerative disease characterized by the loss of cortical and spinal motor neurons. Endogenous retrovirus K (ERVK) is a genomic viral symbiont that has been associated ... -
Field Plant Identification Through Indoor Imagery Using Image Augmentation and Object Detection Algorithms
(University of WinnipegUniversity of Winnipeg, 2022-11-04)A growing global population and recent changes in climate make it increasingly necessary to incorporate recent advances in machine learning and robotics into agricultural practices. Plant detection is the problem of ... -
A Spatial Analysis Evaluation of DeltaGard®20EW Operational Efficacy in Winnipeg, Manitoba for Adult Mosquito Control
(University of WinnipegUniversity of Winnipeg, 2022-08-31)Background: Mosquito abatement includes the management and surveillance of nuisance and potential vector mosquitoes. The major nuisance mosquito in Winnipeg, Manitoba is Ae. vexans, a floodwater mosquito. The City of ... -
“Weaponized sexuality” to the normalization of sexual violence: Rape culture and the non-consensual distribution of intimate imagery (NCDII)
(University of WinnipegUniversity of Winnipeg, 2022-08-22)This thesis research explores the non-consensual distribution of intimate imagery (NCDII), a form of technology-facilitated sexual violence. NCDII is the digital sharing of sexualized visual content of another person, ... -
An Examination of the Effects of Elevated CO2 on Juvenile Salmonids
(University of WinnipegUniversity of Winnipeg, 2022-08-23)This thesis explores the behavioural and physiological effects of elevated carbon dixoide (CO2) on freshwater, juvenile samonids. Arctic Charr, Rainbow Trout, and Brook Charr were each exposed to elevated CO2 over a two ... -
Rough-set based learning methods: A case study to assess the relationship between the clinical delivery of cannabinoid medicine for anxiety, depression, sleep, patterns and predictability
(University of WinnipegUniversity of Winnipeg, 2022-08-22)COVID-19 is an unprecedented health crisis causing a great deal of stress and mental health challenges in populations in Canada. Recently, research is emerging highlighting the potential of cannabinoids’ beneficial effects ... -
Matteo Ricci: Friendship and Chinese Christianity
(University of WinnipegUniversity of Winnipeg, 2022-08-16)In the late sixteenth century CE, Macau was a fishing village located on China' s south. Ruled by the Ming Dynasty (1368–1644), a fleet of ships had anchored in the village’s docks. China had limited foreign visitors. ... -
An Intersectional Analysis of Victimization of the Homeless, Mental Health, Guardianship and Housing Status
(University of WinnipegUniversity of Winnipeg, 2020-08)The present study examines victimization across a localized homeless population. It is widely agreed upon across the extant literature that those experiencing homelessness are victimized at disproportionately higher rates ... -
Invisibility cloaks, prisons, and a pandemic: Did COVID-19 render the prison invisibility cloak ineffective?
(University of WinnipegUniversity of Winnipeg, 2022-07-26)This thesis acknowledges the importance of examining news media representation of prisons, and more specifically, news media representation of Canadian prisons during the COVID-19 pandemic. A thematic qualitative and ... -
3D Convolutional Neural Networks for Solving Complex Digital Agriculture and Medical Imaging Problems
(University of WinnipeUniversity of Winnipeg, 2022-06)3D signals have become widely popular in view of the advantage they provide via 3D representations of data by employing a third spatial or temporal dimension to extend 2D signals. Predominantly, 3D signals contain details ... -
Developing Criteria to Prioritize Rapid Removal of American Elm Trees Infected with Dutch Elm Disease
(University of WinnipegUniversity of Winnipeg, 2021-10)During late summer and early fall in Manitoba, adult native elm bark beetles (NEBB) that carry Dutch Elm Disease (DED) emerge from brood galleries in the canopy and upper trunk of infected elm trees and move to the base ... -
Exploring Deep Neural Networks for Plant Image Classification
(University of WinnipegUniversity of Winnipeg, 2022-04)Automatically distinguishing different types of plant images is a challenging problem relevant to both Botany and Computer Science disciplines. Plant identification at the species level is a computer vision task called ... -
Unheard Voices: Healing Stories of Reclamation and Rebuilding for Families of Missing and Murdered Indigenous Women, Girls, and Two-Spirit people who have not been involved in the National Inquiry
(University of WinnipegUniversity of Winnipeg, 2021)This work uncovers the stories of relatives who have been impacted by the crisis of Missing and Murdered Indigenous Women, Girls, and Two-Spirit people (MMIWG2S) in Canada, who have not been involved in the National Inquiry ... -
Chief Paskwa’s Pictograph: Revisiting Treaty Four Through an Anishinaabe Philosophy
(University of WinnipegUniversity of Winnipeg, 2020-02-23)This research provides an understanding of Treaty Four 1874 through an Anishinaabe philosophy using Anishinaabe (Ojibway) research methods. Prior research conducted has been done by primarily non-Anishinaabeg, therefore, ... -
N-Dimensional Polynomial Neural Networks and their Applications
(University of WinnipegUniversity of Winnipeg, 2022-04-06)In addition to being extremely non-linear, modern machine learning problems require millions if not billions of parameters to solve or at least to get a good approximation of the solution, and neural networks are known ... -
Unsupervised Domain Adaptation using Satellite Images for Significantly Different Infrastructure Objects
(University of WinnipegUniversity of Winnipeg, 2022-03-28)Deep learning has become one of the most efficient computer vision tools in recent years. The success and variety of deep learning semantic segmentation models inspired scientists in the remote sensing domain to apply them ... -
Using Machine Learning to Improve Neutron Tagging Efficiency in Water Cherenkov Detectors
(University of WinnipegUniversity of Winnipeg, 2021-11-25)When an anti-neutrino collides with a proton in the atomic nucleus, it yields an anti-lepton and a free neutron. In a water Cherenkov neutrino detector like Super-K or the next generation Hyper-K, the free neutron is ... -
Automated Deep Neural Network Approach for Detection of Epileptic Seizures
(University of WinnipegUniversity of Winnipeg, 2021-12-09)In this thesis, I focus on exploiting electroencephalography (EEG) signals for early seizure diagnosis in patients. This process is based on a powerful deep learning algorithm for times series data called Long Short-Term ... -
Analysis of Impact of Alcohol on Brain's Activity
(University of WinnipegUniversity of Winnipeg, 2021-11-30)Electroencephalography is an electrophysiological monitoring process to capture electrical activity on the scalp that has been shown to represent the macroscopic activity of the surface layer of the brain underneath. It ...
