Query Optimization using Machine and Deep Learning

In this project we will investigate and develop novel techniques that employ Machine Learning (ML) and Deep Learning (DL) for the optimal execution of queries in a relational DBMS. The research will be conducted with close collaboration with the team of IBM that develops Db2, the well-known relational DBMS of IBM. The goal is to […]

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Evaluation of Equine Omega Complete in horses with IL-1 induced articular inflammation

Lameness (abnormal gait) associated with osteoarthritis (OA) represents a major cause of economic loss, as well as reduced performance and welfare in many veterinary species, including racehorses. Whilst administration of anti-inflammatory drugs can afford good pain management, they do not address the underlying degenerative condition and may accelerate cartilage breakdown over time. For this reason, […]

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Studies on transformations of complex pollutants to support bioremediation strategies at contaminated industrial sites in Canada and abroad

An industrial area located in the northeast of Brazil is subjected to bioremediation projects for the decontamination of soil and groundwater of the site. The compounds of interest (COI) are related to the production chain of an herbicide, thus, they are aromatic compounds containing nitro or amino group and/or chlorine. As part of a long-term […]

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Sheet Production of Advanced Aluminum Alloys via a Novel Thin Strip (TS) Casting Route

There has been a surprising increase in the demand for aluminum sheet primarily driven by the increased sensitivity to the negative environmental impact of plastic beverage containers, as well as the ever increasing demand to achieve substantive lightweighting of automobiles. Traditionally, aluminum sheets are made by casting molten aluminum into ~500 mm thick ingots through […]

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A comparison of dairy with plant-based alternatives in seniors. Clinical study.

Our objective is to compare the effects of fluid milk (2% and lactose-free) and a simulated milk beverage, with plant alternatives to dairy on management of insulin resistance in older adults 60-75 years. Dairy foods have a unique matrix and are a rich source of high-quality protein, healthy fats, and essential nutrients. Despite this, consumption […]

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Viewer-Centered Intelligent Advertising System for Bell Media

In this project we will develop an intelligent advertisement system for Bell. First, we try to better understand each customer’s preferences through the content they watch. In order to achieve this, we extract context attributes from the media content that a customer watches. The context attribute can be extracted by analyzing the video, audio, and […]

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Genes to affordable medicines – Stream 3-C

The Structural Genomics Consortium (SGC) is a not-for-profit public-private partnership research organization that aims to accelerate the discovery of new medicines through open science. This Mitacs cluster will bring together SGC’s industry and academic collaborators to work together towards new and affordable medicines for challenging diseases. Sixty-three post-doctoral fellows will spend 2-3 years developing open […]

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A multimodal neuroimaging database under complex naturalistic stimuli

The goal of this partnership is to develop tools for multi-modal neuroimaging acquisition and analysis. Specifically, we propose to develop a magnetic resonance imaging (MRI) coil array to allow for sensitive functional MRI (fMRI) detection and minimal interferences to concurrently recorded electroencephalography (EEG). This setup will be used to record brain responses to complex and […]

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