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Now showing items 151-154 of 154
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 ...
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 ...
Quantifying biological responses of catch-and-release angling in understudied fish species and practices
(University of Winnipeg, 2021-08-20)
Many catch-and-release angling events involve air exposure and exhaustive exercise that elicit a physiological stress response, and depending on a variety of factors, delayed mortality is a possible outcome. There have ...
3-D Image Analysis via Jacobi Moments with GPU-Accelerated Algorithms
(University of Winnipeg, 2021-11-22)
This research has developed a parallel algorithm to compute 3-Dimensional Jacobi moments with high efficiency and accuracy. The algorithm was implemented in CUDA C. Our developing progress was in the order of Legendre ...