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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 ...
Post mating isolating barriers between Drosophila species and the role of seminal fluid gene expression
(University of Winnipeg, 2023-12-07)
Reproductive genes are known to be among the fastest evolving category of genes within the genome, and males’ reproductive genes show a high divergence between species. A class of genes expressed in the male’s reproductive ...
Exploring Deep Neural Networks for Plant Image Classification
(University 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 ...
Rare words in text summarization
(University 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 ...
Chief Paskwa’s Pictograph: Revisiting Treaty Four Through an Anishinaabe Philosophy
(University 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, ...
Exploring Machine Learning Approaches to Precipitation Prediction: Post Processing of Daily Accumulated North American forecasts
(University of Winnipeg, 2023-11-22)
This thesis presents recent work on exploring machine learning (ML) and deep learning (DL) models to improve the accuracy of 24 hour precipitation forecasts. Leveraging a comprehensive North American dataset of precipitation ...
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 ...
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 ...
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 ...
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 ...