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Incarceration and Re-entry for Provincial Prisoners: Is there Hope?
(University of Winnipeg, 2023-04)
This thesis explores the impacts of hope on the experience of incarceration and re-entry into the community and how ex-prisoners make sense of and foster hope in their lives. This research was conducted through qualitative ...
Improving LULC Map Production via Semantic Segmentation and Unsupervised Domain Adaptation
(University of Winnipeg, 2021-04-13)
In recent years, a lot of remote sensing problems benefited from the improvements made in deep learning. In particular, deep learning semantic segmentation algorithms have provided improved frameworks for the automated ...
Analysis of Impact of Alcohol on Brain's Activity
(University 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 ...
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 ...
Evolutionary history and diversity of human-specific FAM72A paralogs
(University of Winnipeg, 2023-12-14)
Gene duplication is a key driver of genetic diversity and adaptation, allowing genomes to develop complexity and redundant sequences that evolve along different trajectories. In human evolution, gene duplication played an ...
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 ...
Long-Range Dispersal Behaviour and Spatial Distribution Modelling of Adult Mosquitoes in the Winnipeg Region
(University of Winnipeg, 2020-12-15)
Mosquitoes are present in virtually every nation worldwide, acting as both a vector for many serious pathogens, and as a nuisance because of their blood-feeding behaviours. As a principle of Integrated Mosquito Management ...
Using Machine Learning to Improve Neutron Tagging Efficiency in Water Cherenkov Detectors
(University 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 ...
Miyo pimatisiwin opikinawasowin: Living the good life in child rearing ways
(University of Winnipeg, 2023-08-14)
Opikinawasowin is the Cree word for the lifelong process of growing children. Indigenous child rearing practices adopt a holistic approach while being inclusive of the family unit and the community. The tipi is the conceptual ...
Exploring Hyperspectral Imaging and 3D Convolutional Neural Network for Stress Classification in Plants
(University of Winnipeg, 2023-12-06)
Hyperspectral imaging (HSI) has emerged as a transformative technology in imaging, characterized by its ability to capture a wide spectrum of light, including wavelengths beyond the visible range. This approach significantly ...