Browsing Theses by Title
Now showing items 1175-1194 of 15628
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Bayesian Deep Learning and Uncertainty in Computer Vision
(University of Waterloo, 2019-09-17)Visual data contains rich information about the operating environment of an intelligent robotic system. Extracting this information allows intelligent systems to reason and decide their future actions. Erroneous visual ... -
Bayesian Experimental Design Framework Applied to Complex Polymerization Processes
(University of Waterloo, 2012-06-29)The Bayesian design approach is an experimental design technique which has the same objectives as standard experimental (full or fractional factorial) designs but with significant practical benefits over standard design ... -
Bayesian Federated Learning in Predictive Space
(University of Waterloo, 2023-08-10)Federated Learning (FL) involves training a model over a dataset distributed among clients, with the constraint that each client's data is private. This paradigm is useful in settings where different entities own different ... -
A Bayesian Framework for Software Regression Testing
(University of Waterloo, 2008-08-29)Software maintenance reportedly accounts for much of the total cost associated with developing software. These costs occur because modifying software is a highly error-prone task. Changing software to correct faults or ... -
Bayesian inference for source determination in the atmospheric environment
(University of Waterloo, 2009-04-17)In the event of a hazardous release (chemical, biological, or radiological) in an urban environment, monitoring agencies must have the tools to locate and characterize the source of the emission in order to respond and ... -
Bayesian Inference for Stochastic Volatility Models
(University of Waterloo, 2012-09-26)Stochastic volatility (SV) models provide a natural framework for a representation of time series for financial asset returns. As a result, they have become increasingly popular in the finance literature, although they ... -
Bayesian Inference Methods Applied to Cancer Research
(University of Waterloo, 2009-12-11)The purpose of this Thesis is to present a Bayesian analysis of oncological data sets with particular focus on cervical carcinomas and ovarian cancers. Bayesian methods of data analysis have a very long history, and ... -
Bayesian Inference of Stochastic Degradation Models: A Likelihood-Free Approach
(University of Waterloo, 2021-09-03)The structural integrity and system performance of large engineering systems are adversely affected by various forms of degradation mechanisms. Modeling of such mechanisms is accomplished by collecting degradation data ... -
Bayesian Methods for Gas-Phase Tomography
(University of Waterloo, 2018-09-10)Gas-phase tomography refers to a set of techniques that determine the 2D or 3D distribution of a target species in a jet, plume, or flame using measurements of light, made around the boundary of a flow area. Reconstructed ... -
Bayesian Model Based Tracking with Application to Cell Segmentation and Tracking
(University of Waterloo, 2008-02-14)The goal of this research is to develop a model-based tracking framework with biomedical imaging applications. This is an interdisciplinary area of research with interests in machine vision, image processing, and ... -
Bayesian Modeling of Pitting Corrosion in Steam Generators
(University of Waterloo, 2007-09-05)Steam generators in nuclear power plants experienced varying degrees of under-deposit pitting corrosion. A probabilistic model to accurately predict pitting corrosion is necessary for effective life-cycle management of ... -
Bayesian Nonparametric Dirichlet Process Mixture Modeling in Transportation Safety Studies
(University of Waterloo, 2017-08-08)In transportation safety studies, it is often necessary to account for unobserved heterogeneity and multimodality in data. The commonly used standard generalized linear models (e.g., Poisson-gamma models) do not fully ... -
Bayesian Sample Size Determination for Single-Particle Tracking of Pathogens in Biological Fluids
(University of Waterloo, 2018-01-17)Single-particle tracking (SPT) experiments measure 2-dimensional particle position with a high-resolution digital camera, capturing microsecond motion. SPT has allowed novel investigation of membrane dynamics, enzymology, ... -
Bayesian Unsupervised Labeling of Web Document Clusters
(University of Waterloo, 2011-08-30)Information technologies have recently led to a surge of electronic documents in the form of emails, webpages, blogs, news articles, etc. To help users decide which documents may be interesting to read, it is common practice ... -
"Because your environment is looking after you": The role of local knowledge in climate change adaptation in the Cook Islands
(University of Waterloo, 2019-01-23)Pacific Island countries, like the Cook Islands, are often considered to be extremely vulnerable to the impacts of climate change. Changes in the frequency and intensity of climate-related hazards is expected to be one ... -
The Becoming
(University of Waterloo, 2022-01-26)A child wanders into a thicket of northern red oak and black raspberry to soothe the wounds of the past. The child is plagued with the malaise of the soul, otherwise know as major depressive disorder, and seeks to heal. ... -
Becoming-with More-than-human Protected Areas
(University of Waterloo, 2023-11-28)The planet is currently undergoing immense and permanent geological change and environmental decline, a period some scholars have referred to as the Anthropocene. Climate change and environmental events, biodiversity ... -
Bedload sediment transport regimes of urban gravel-bed rivers under different management scenarios
(University of Waterloo, 2019-12-09)Watershed urbanization profoundly alters the hydrologic characteristics of urban rivers compared to their rural counterparts. This change in hydrologic conditions in combination with alterations to the sediment supply ... -
Beer, Tourism and Regional Identity: Relationships between beer and tourism in Yorkshire, England
(University of Waterloo, 2008-04-02)Beer, brewing, and the public house have been celebrated institutions in English culture for centuries. The drink occupies a venerable position in the gastronomy of most regions and is an integral component in the lives ... -
Behavioral Mimicry Covert Communication
(University of Waterloo, 2013-05-24)Covert communication refers to the process of communicating data through a channel that is neither designed, nor intended to transfer information. Traditionally, covert channels are considered as security threats in computer ...