Machine Learning Solutions for Detecting Suspicious and Abnormal User Access Roles and Entitlements

The latest cybersecurity incidents (e.g., Desjardinds, CapitalOne) have shown that the current cybersecurity solutions are not always effective in capturing and preventing attacks, especially when it comes to insider attacks that originate from within the targeted organization. In this project which will be conducted in collaboration with Xpertics, we aim to build a new solution […]

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Digital Transformation of Automotive Industry: Action Design Researchand Startup for Last Price Recommendation Engines

The Automotive Industry is one of the most mature and has undergone several waves of digital transformation. We focus on one segment of the value chain where IT adoption has not yet had the expected impact, namely dealer-prospect relationship management. While Customer Relationship Management (CRM) solutions and methods have been widely adopted, there remains several […]

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Named Entity Recognition (NER) autodetection and Adverse Events (AEs) prediction from Social Media and scientific journals using a Deep Learning approach

Social medias data bases are important for continuous and automated Adverse Drug Reactions (ADRs) surveillance. Predicting ADRs can reduce the related mortality. A systematic review of the medical scientific literature is required for tracking and identifying the risk/benefit ratio of drugs and safety issues. The implementation of means of standardizing patient’s language used in social […]

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Antireflective nano-patterned surface treatment for glass

Based at Montréal, Canada, Edgehog specializes in anti-reflection and other light management solutions for displays and lighting applications. Their nanostructuring technology aims to enable full display readability from all angles in direct sunlight and reduced power consumption through lowered screen brightness. As their current technology proofs the concept at lab scale, further research is needed […]

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Semantic versioning of model changes in decision support systems

Nowadays, almost any company in Canada in operation heavily relies on software solutions to improve their productivity. However, they are often facing the problem of having too many options to choose from for the software best fit for their needs. Decision support systems (DSS) help enterprises to take significant business decisions, such as finding the […]

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An automated manufacturability analysis system

Currently, the service provided by GRAD4 allows buyers to upload their designs for quotes from the suppliers. However, there is no initial manufacturability check for buyers to evaluate their parts before submitting their quotes. Buyers may get feedback from the suppliers, which indicates that their parts are not able to be manufacturable after a several-days […]

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Kinetics study of Recycling Process of Spent Lithium Iron-phosphate Batteries

Lithium-ion batteries (LIBs) are powering a myriad of electronic and electric devices. There are many types of LIBs used for various applications including electric vehicles, electronics, and stationary energy storage. They are mostly based on lithiumcobalt cathodic compounds. Conversely, lithium iron phosphate (LFP) is a cobalt free cathodic material that is preferred over cobalt based […]

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Computer Vision for Crop Weed Identification

Aid in the development of a Machine Learning Model for utilization by an Agricultural Robot. This Robot performs several tasks, primarily the mechanical removal of weeds from vegetable farms. Therefore, the machine learning model is concerned with informing the robot of locations of interest points of the weed and crop plants, as viewed from several […]

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Fall and Head Impact Acceleration Monitoring of Short Track Speed Skaters

Short track speed skating is a fast-paced sport where athletes routinely reach speed above 50 km/h. It is one of the leading Canadian sports for medal count at the Olympic games. Unfortunately, given the fast-paced and pack-style skating, athletes often fall on the ice, which may lead to concussion. There is no clear data on […]

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