Privacy Enhanced Decentralized Identity System

Currently, some public and private organizations have implemented various identification verification solutions to manage identity authentication. The idea of using a third-party identity provider (IdP) to access a relying party (RP) is not new, and both RP and IdP have their benefits as they can only be connected once in a federated identity ecosystem.  While […]

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Exploratory Study on the Prevalence of Alexithymia in a Child Welfare Population

words) Alexithymia is a personality construct that represents a reduced ability to identify and describe feelings, a limited imagination, and externally oriented thinking.not classified as a mental disorder in the DSM-IV. Alexithymia raises special clinical issues: 1) it is known to be a trait and distributed across the general population where prevalence is 8-10% (Karukivi, […]

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Using Deep Learning to Auto-tune GPU Application

The fellowship mainly investigates an analysis of the state-of-the-art approaches, design and implementation of cutting-edge deep neural network models to be used on a mobile platform. It explored ways to optimize the deployment of these machine-learning models for prediction tasks on the mobile devices which requires energy efficiency and accuracy.

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Cryptocurrency Index Research

Cryptocurrency markets exhibit highly chaotic behaviour, differing substantially from securities. This research project looks at the cryptocurrency markets for data–aiming to answer if it possible to create mathematical models which track the overall behaviour of the Cryptocurrency Market, while minimizing risks. Through this research we expect to reconcile the theory developed above with the real […]

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Prediction of Optimal Business Structure for Tax Efficiency

In the Corporate Tax domain, professionals must review hundreds of documents in the process of filing taxes and rely on experience to identify where benefits or deductibles can be applied. This manual task is subject to human error and can result in unnecessary administrative overhead. With access to PricewaterhouseCoopers’ wealth of tax data, it is […]

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Splicing alterations: from pathogenic variant discovery to next generation therapeutics development

Many human genetic diseases are associated with defects in post-transcriptional gene regulation and alternative splicing. Despite rapid technological advancements, successful diagnostic rates for rare genetic disorders are still low and clinical interventions and treatments unavailable for most patients. This project aims to address this challenge by developing novel antisense RNA therapies based on the splice-switching […]

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Integrating biodiversity functional guild responses to land use and climate change in natural heritage system update

Urbanization continues to drive the land conversion from natural areas to urban uses dominated by impermeable surfaces. This conversion has direct and indirect impacts on ecosystem services that are critical for a sustainable and resilient ecosystem as well as human wellbeing. Habitat removal and fragmentation accelerate biodiversity loss in urban landscapes. Additionally, climate change exacerbates […]

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Greener Routes to Value-Added Fluorocarbons by Metal-Catalyzed Reactions

The current production methods for new generation refrigerants (HFO-1234yf) used in cars, refrigerators, air-conditioners, etc. require energy intensive and sometimes corrosive conditions. The current project seeks to reduce or eliminate these two caveats. We propose, by using readily available feedstock or by-products from Teflon manufacturing, we could use our process to easily manufacture HFO-1234yf. Using […]

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Evolving data storage design for a highly regulated financial sector.

Global service providers in highly regulated financial sectors must accommodate an ever-changing, sometimes competing, landscape of regulatory concerns. This project seeks to determine a reasonable path forward in technology design and adoption to accommodate current and anticipated data privacy and data residency concerns, making it possible to keep data within borders while still facilitating collaboration […]

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Kappa architecture serving layer suitability

Global service providers in highly regulated financial sectors must accommodate an ever-changing, sometimes competing, landscape of regulatory and business concerns. This project seeks to define a technology infrastructure design that supports current and anticipated data privacy and data residency concerns, making it possible to keep data within borders while still facilitating collaboration across those borders. […]

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Costing Educational Inequity: The Case for a “Social Determinants of Education”

While often imagined as “great equalizer,” recent research affirms that students from mariginalized and racialized backgrounds are particularly affected by educational inequity. Nowhere is this more evident than Jane and Finch in northwest Toronto where Success Beyond Limits (SBL) has been working toward addressing these longstanding barriers. By employing the SBL Graduation Model – a […]

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