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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 ...
Trust, Risk, and Dissonance: Prairie Agriculture and Canada’s Environmental Farm Plan
(University of Winnipeg, 2024-04-29)
In the wake of combined economic and ecological pressure, Prairie farmers and the Canadian ministries responsible for agriculture are pressed to instigate sustainable agricultural development. However, Canada’s central ...
Short Text Classification with Tolerance Near Sets
(University of Winnipeg, 2021-08-13)
Text classification is a classical machine learning application in Natural Language Processing, which aims to assign labels to textual units such as documents, sentences, paragraphs, and queries. Applications of text ...
Winnipeg Meat Packing Workers' Path to Union Recognition and Collective Bargaining
(University of Winnipeg, 1996-07)
This thesis explains why in the 1940s, Winnipeg meat packing workers secured sustainable industrial unionism. By tracing the development of the Winnipeg meat packing industry and investigating previously unsuccessful ...
Antimicrobial and Chemical Studies on a Medicinally important Plant: Curcuma longa
(University of Winnipeg, 2021-04-20)
This thesis describes phytochemical studies on the methanolic extract of Curcuma longa; a medicinally important plant used as indigenous medicine for the treatment of wounds in South Asian and African countries. The crude ...
Source and fate of dissolved organic matter in boreal headwater streams
(University of Winnipeg, 2023-05)
Understanding the source and fate of dissolved organic matter (DOM), a key water quality variable, in boreal headwaters is of critical importance considering the amount of carbon stored and processed in different ecosystem ...
Habitat Characterization and Biology of the Threatened Dakota Skipper (Hesperia dacotae) in Manitoba
(University of Winnipeg, 2013-10-09)
The Dakota Skipper, Hesperia dacotae, is a threatened butterfly restricted to fragmented prairies in the Interlake, southwestern Manitoba and southeastern Saskatchewan in Canada. Currently there is limited data on the life ...
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 ...
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 ...
Basic and Applied Aspects of Thermal Acclimation in Juvenile Brook Trout (Salvelinus fontinalis)
(University of Winnipeg, 2020-08-06)
Rising water temperatures are affecting the health and distribution of aquatic organisms. Brook trout (Salvelinus fontinalis), a popular freshwater sport fish adapted to cooler environments, is at risk to high temperature ...