Multimodal-based inferencing of behavioral constructs in asynchronous video-based interviews: portability, efficacy, and interpretability

The intern is expected to work on devising novel, research-based solutions to model traits (e.g., naturalness, confidence, engagement, humor, etc.) from video recordings of non-cognitive, performance-based tasks. Specifically, we are working toward an intelligent combination of multimodal (video, speech, text) data to create an enriched model for predicting human traits in human-computer interactions. The intern […]

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Energy Efficient Solar Refrigeration Systems for Long-Haul Trucks

the power requirements of refrigeration units in long-haul trucks. The proposed solution will help displace an equivalent amount of diesel fuel that is otherwise used to power the refrigeration unit. Specifically, this research will result in a comprehensive embedded systems platform for the remote monitoring of Westhill Innovation’s solar powered reefer setup. Using a detailed […]

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Art of Creation

Your risk of getting diseases like diabetes changes for many reasons. You probably know some of them: your genetics, what you eat, and how much you exercise. But you might not know that your parents’ health, including the health of their sperm and eggs, changes how you grow and develop as a baby in the […]

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Student-centered interactive calculus readiness tool: Leveraging university course data through learning analytics

Increased stress, anxiety, and educational disruptions due to the COVID-19 pandemic have contributed to the reality that many students are entering university-level Calculus with insufficient mathematical preparation and negative attitudes towards learning math. Researchers have also shown that students from traditionally underrepresented groups are at a particularly high-risk of STEM attrition related to these factors. […]

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Enhancing access and engagement in pediatric telerehabilitation for children with disabilities and their families

For children with disabilities, receiving therapy services is important to supporting development and participation. In Ontario, publicly-funded children’s rehabilitation services are offered through organizations called Children’s Treatment Centres (CTCs). Prior to the COVID-19 pandemic, appointments at CTCs primarily occurred face-to-face. COVID-19 restrictions meant that CTCs had to pivot and offer services remotely using telerehabilitation technologies. […]

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Effect of a topical magnesium gel on exercise recovery.

This project will examine the effects of a topical magnesium gel on exercise recovery. Eccentric exercise, including downhill running, is known to cause muscle damage, soreness, and inflammation. Oral magnesium supplements have been shown to protect against some of the muscle damage and soreness. Petra has developed a topical magnesium gel that they believe will […]

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Optimizing encoder configuration for real time video transcoding

An advanced video encoder (e.g., HEVC, AVC), has many encoding configuration parameters. Encoding “presets” set the values of certain codec parameters and thus facilitated configuring the encoder. The goal of this project is to develop a computationally efficient learning-based approach to make a run-time decision on the encoder’s optimal preset configuration to achieve the best […]

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Marketing research for nuclear power plant refurbishment & life extension and an Establishment business strategy in targeted region

The sponsor company, Gnest Inc has plenty of experience in the consulting and design of nuclear power plant and specialized specific nuclear power engineering projects. Internship periods for 4 months can help the sponsor company to prepare for new promising fields of nuclear power engineering with specialized plan. The output of internship can help sponsor […]

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PGX-processed yeast beta-glucans as an inhalable immuno-therapeutic/-prophylactic for COVID-19-induced lung fibrosis

The long-term effects of COVID-19 on individual health remain to be elucidated, with numerous reports emerging of fibrotic changes in the lung beyond the acute phase of the disease. Considering the reported cases of COVID-19 worldwide, even a small percentage of these patients developing lung fibrosis can have detrimental consequences on our healthcare system. In […]

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Optimizing the Implementation of Small Modular Reactors Into Ontario’s Future Energy Mix

The current research project investigates Ontario’s implementation of SMRs over an initial 30-year period, allowing for consideration of Ontario’s current energy mix as well as approximately two generations of SMR installations. Using linear programming and IBM’s CPLEX ILOG Optimization software, the development of a model which may compare front line SMR designs with the province’s […]

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Investigating the Role of Peer Support in Reducing the Harms of Substance Use and Advancing Recovery: A Qualitative Analysis of CMHA Hamilton’s Community Mental Health Peer Support Initiatives

The Canadian Mental Health Association, Hamilton Branch (CMHA) is partnering with academic partners through McMaster Community Research Platform to evaluate the impact of peer-based support, a program providing mental health support for working-aged men and transitional aged youth who use substances. The program provides SMART recovery-based support to reduce the harms of substance use and […]

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Engineering Tunable Mucoadhesive Nanocarriers for Ophthalmic Drug Delivery

Over 90% of ocular medications are administered by eye drops despite multiple drawbacks including low bioavailability of the target therapeutic, systemic toxicity, and the requirement for using high doses due to the effective clearance mechanisms for drug in the eye. To increase the therapeutic efficacy of ocular medications, novel nanocarrier systems have been developed that […]

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