Mapping tenant displacement through lived experiences

In today’s housing crisis, many low income tenants are unjustly evicted and displaced from their homes. To date, we have very little knowledge of how this happens and what this means to tenants, particularly outside big cities. This project will disseminate research into displacement conducted in four communities across Ontario: Oxford County, York Region, Kingston […]

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Improvement and Innovation of current Mantech PECOD slide preparation process using magnetron sputtering

Currently, researchers at Nano and Micro System Lab (NMSL) of the University of Waterloo have been manufacturing photo-electro-chemical sensor slides using a bio-compatible material, titanium oxide to monitor water quality and contamination. But there are certain challenges in the slide performance and production scale and type of the current manufacturing technique. To overcome these industrial […]

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Pattern matching for definite summation in Maple

The proposed project is to design and implement a pattern matching based method for definite symbolic summation in. To remain competitive, Maple’s symbolic computation capabilities, which are one of its strengths, need to be improved constantly. This includes the ability to symbolically evaluate definite sums. Closed forms for definite sums are important in many applications, […]

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Library Fission: Improving APIs by observing real-world API usage

Modern software development heavily relies on external libraries. The proposed collaboration will create techniques and publicly-available tools useful to both users of external libraries and maintainers of these libraries. Our hypothesis is that different clients use different subsets of libraries’ API surfaces, and that it is possible to use clustering algorithms to automatically split libraries […]

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Understanding cybersecurity data and analysis models with intelligent visualization

Cybersecurity incidents such as data breaches have become more critical and costly than ever, as we are generating, processing, and relying on more digital information every day. To quickly identify potential security attacks and prevent them in a sea of system activities, machine learning (ML) has been applied to support security analysts’ decisions. However, the […]

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Optimization of Conductive Ink Formulations for Inkjet Printing of Circuits

The newly emerging field of printable electronics is expected to facilitate widespread low-cost electronic devices for applications such as flexible displays, identification labels, wearable electronics and rapid prototyping. This field incorporates a variety of printing technologies with conductive ink to deposit conductive traces on any material. However, companies like Voltera, who are creating new technologies […]

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Predicting readmission and recovery rates of psychiatry patients in mental health facilities within Canada: A machine learning approach

Hospital readmission from in-patient psychiatry is increasingly problematic for patients and care administrators, as they often are associated with poor clinical outcomes and higher care costs. An understanding of factors that predispose in-patient psychiatry patients to hospital readmission would be critical in improving patient care and reducing healthcare-related costs. My research proposes to use machine […]

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Building Spatio-temporal Transformers for Egocentric 3D Pose Estimation

Using a fisheye head-mounted camera to estimate human pose in 3D has become increasingly popular in recent years due to its ability to capture activities in unconstrained environments. Egocentric 3D human pose estimation (HPE) has a number of challenges due to self-occlusions and strong distortions. Intermediate heatmap-based representations have been found to be effective in […]

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Automated Video Content Chaptering via Machine Learning

The research will focus on building a deep learning model to analyze video and audio streams of input video material, essentially creating something like a table of contents, for example: * Minutes 0-3: Introduction. Our topic is binomial coefficients. * Minutes 3-4: Problem source. * Minutes 4-6: Details of the mathematics. Calculations of values. * […]

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