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Understanding the role of aquatic plants in stormwater management pond performance in Oshawa, Ontario, Canada
(2020-05-01)
Stormwater Management Ponds (SMPs) are engineered to receive, store, and treat stormwater runoff before it enters receiving waters in urbanizing landscapes. While these systems are not considered natural, they are typically ...
JoVA-hinge: joint variational autoencoders for personalized recommendation with implicit feedback
(2020-12-01)
Recently, Variational Autoencoders (VAEs) have shown remarkable performance in collaborative filtering (CF) with implicit feedback. These existing recommendation models learn user representations to reconstruct or predict ...
Characterizing Plankton communities in Lake Ontario coastal wetlands along an urban land-use gradient
(2020-04-01)
This thesis presents the results of a study on the effect of habitat condition and water quality on plankton communities across an urban land-use gradient in the Lake Ontario coastal wetlands: Frenchman’s Bay, Lynde Marsh, ...
Understanding the carbon morphology in sulfonated-silica ceramic carbon electrodes for the PEM fuel cell device
(2020-03-01)
Using hydrogen and oxygen gas, the fuel cell is a device that converts chemical energy into electrical energy. Particularly, the proton exchange membrane fuel cell, has multiple components, all that are consistently being ...
Characterization of a carbon source-dependent, phytohormone-responsive, free methionine-(R)-sulfoxide reductase from Komagataeibacter hansenii
(2020-05-01)
Komagataeibacter hansenii ATCC 23769 is a gram negative, non-pathogenic, acetic acid bacterium, best known for its ability to produce bacterial cellulose (BC). BC, an extracellular polysaccharide, is an important component ...
Brønsted Acid-Catalyzed Reactions of Vinylboronic Acids and Benzhydryl Alcohols
(2020-04-01)
The functionalization of benzhydryl alcohols is an approach to form important building blocks in organic synthesis. More specifically, the derivatization of benzhydryl alcohols to afford an alkene is a desired approach due ...
Multi-character prediction using attention
(2020-01-01)
We propose a computational attention approach to localize and classify characters in a sequence in a given image. Our approach combines spatial soft-attention with attention regularization and learns “where-to-look” to ...
Synthesizing play: exploring the use of artificial intelligence to evaluate game user experience
(2020-03-01)
Digital games are a complex interactive medium providing a multitude of different experiences. The field of games user research (GUR) is dedicated to investigating and optimizing user experience in games. Such inquiries ...
Impact of potato protein supplementation with dietary fermentable materials on immune measures in Sprague-Dawley rats
(2020-09-01)
Bacteria may influence the immune system by fermenting dietary fermentable materials (DFM) that resist digestion and reach the colon intact. This study investigated how resistant protein supplementation could affect the ...
The World Trade Web: using network analysis and machine learning as tools for public policy decision-making
(2020-11-01)
The World Trade Web (WTW) contains a wealth of information that upon rigorous analysis can aid governments in public policy decision-making. In my attempt to provide this valuable input, this dissertation uses two main ...