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Evolutionary multi-objective design of autoencoder for compact representation of histopathology images
(2021-08-01)
Deep learning can cope with complex tasks; however, it suffers from the crucial problem of high dimensionality which makes it intractable to learn the patterns and classify the data. Importantly, having a fixed model cannot ...
Echo: reconstructing gameplay sessions for analysis
(2021-04-01)
We created Echo, a tool designed to help bridge the gap between game analytics and video footage analysis. Echo reconstructs gameplay sessions from recorded data and presents them with their original graphics. A comparative ...
Material properties and mechanical behaviour of large-scale additively manufactured multi-layered steels
(2020-03-01)
Metal Big Area Additive Manufacturing is an additive manufacturing technique based on gas metal arc welding. The systems’ dual nozzle design prints two steels simultaneously; in this study, the test samples are made from ...
Kill switch design pattern for microservice architectures on internet of things devices
(2020-12-01)
Containers and virtual machines are being adopted to develop embedded Linux Internet-of-Things applications. Consumer Internet-of-Things devices have been notoriously insecure due to loss of continued software support. To ...
Extending the relational model with constraint satisfaction
(2021-01-01)
We propose a new approach to data driven constraint programming. By extending the relational model to handle constraints and variables as first class citizens, we are able to express first order logic SAT problems using ...
Deep learning approach to discontinuity-preserving image registration
(2020-05-01)
Image registration is an indispensable tool in medical image analysis. Traditionally, registration algorithms are aimed at aligning image pairs using regularizers to impose smoothness restrictions on unknown deformation ...
Biased policing, martyrdom, white gratitude & brown pain: media narratives surrounding the Bruce McArthur case
(2021-08-01)
Between 2010 - 2017, eight men from Toronto’s Gay Village went missing and later discovered murdered by Bruce McArthur, a 67-year-old gay, white man from Toronto. Upon McArthur’s 2018 arrest, allegations of racial bias and ...
A content and thematic analysis of Reddit discussions about When They See Us
(2021-08-01)
As the number of wrongful conviction media productions increases, an understanding of their impact on viewers is prudent. In this thesis, I investigated the effect of watching When They See Us – a dramatized miniseries ...
Youth homelessness: an exploration into the desire for family reunification
(2021-08-01)
With family conflict serving as the predominant underlying factor that leads to youth homelessness, family has often been framed as “the problem.” As such, many youth services have ignored the role of family as potential ...
Why would someone send me that?! Exploring the prevalence, contexts, motivations, and predictors of sending unsolicited sexual images
(2021-08-01)
Technology has afforded the development of new ways to perpetrate non-consensual sexual acts, one being sending unsolicited sexual images (USIs). This thesis examined this underexplored act by examining the prevalence, ...