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Field Plant Identification Through Indoor Imagery Using Image Augmentation and Object Detection Algorithms
(University 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 ...
N-Dimensional Polynomial Neural Networks and their Applications
(University 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 ...
Developing Criteria to Prioritize Rapid Removal of American Elm Trees Infected with Dutch Elm Disease
(University 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 ...
A Spatial Analysis Evaluation of DeltaGard®20EW Operational Efficacy in Winnipeg, Manitoba for Adult Mosquito Control
(University 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 ...
It's JustiFlied: The Endogenous Retrovirus K Integrase Induces Motor Disturbances in Transgenic Drosophila
(University 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 ...
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 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 ...
Unsupervised Domain Adaptation using Satellite Images for Significantly Different Infrastructure Objects
(University 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 ...
Perceptions of Crime Seriousness and Punitive Attitudes in Post-Secondary Students
(University of Winnipeg, 2020-11)
Public perceptions of crime seriousness and attitudes towards the punishment of crime stem from the social norms and values that shape society and are informed by ways of knowing about crime. Located within a social ...
“Weaponized sexuality” to the normalization of sexual violence: Rape culture and the non-consensual distribution of intimate imagery (NCDII)
(University 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, ...
Accessing Medical Assistance in Death (MAiD): An interpretative phenomenological analysis of experiences with MAiD by family members and providers in Manitoba
(University of Winnipeg, 2021)
This research explored first-hand experiences with medical assistance in death (MAiD) in Manitoba. It aimed to uncover what experiences revealed about the process behind this new end-of-life option in Canada. Specifically, ...