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Habitat quality, torpor expression and pathogen transmission in little brown bats (Myotis lucifugus)
(University of Winnipeg, 2018-03)
Protection of habitat can improve survival and reproductive fitness of threatened and endangered wildlife, particularly if that habitat helps individuals maintain energy balance. Temperate bats are heterothermic and rely ...
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 ...
Martyrdom in Latin America: Gustavo Gutierrez Challenges the Traditional Concept of Authenticated Martyrdom in the Roman Catholic Church
(University of Winnipeg, 1996-09-01)
The concept of martyrdom emerged in the pre-Constantinian Church. Many Christians believed that the martyrs, imitators of Jesus Christ in life and death, would be saved in imitation of his resurrection. The local communities ...
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 ...
Effects of multigenerational exposure and phenotypic variation on a freshwater fish species exposed to elevated carbon dioxide (CO2)
(University of Winnipeg, 2021-08-11)
The amount of dissolved carbon dioxide (CO2) and the acidity of aquatic ecosystems is increasing as atmospheric CO2 concentrations increase due to human activities. Changes in pH and dissolved CO2 can have considerable ...
Twig Pattern Search in XML Database
(University of Winnipeg, 2011-03-03)
For current search engine, we got results ranked by popularity. However, the most popular topics are not always I want. Millions people have millions different favors. So, the main challenge is how to dig the information ...
Securing Federated Learning Model Aggregation Against Poisoning Attacks via Credit-Based Client Selection
(University of Winnipeg, 2023-08-29)
Federated Learning (FL) has emerged as a revolutionary paradigm in the field of machine learning, enabling multiple participants to collaboratively train models without compromising the privacy of their individual training ...
GPU-Accelerated Algorithm to Compute Bessel-Fourier Moments
(University of Winnipeg, 2020-03)
Bessel-Fourier moments have been applied in image pattern reconstruction since their introduction in 2010. In this research, a scalable GPU-based algorithm is proposed to accelerate the computation of Bessel-Fourier moments ...