Automated Low-Cost Change Detection of Road Infrastructure Assets Using Remote Sensing and AI

Highway infrastructure across Canada is a key national asset that is critical to the mobility and economic prosperity of Canadians. Unfortunately, maintaining highway infrastructure is is a costly and resource draining endeavour. Provincial transportation agencies dedicate billions of dollars to the process on an annual basis. In current practice inspecting the conditions of highway infrastructure […]

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Automated Breast Cancer Digital Pathology Image Scoring using AI

Ki-67 is a promising biomarker in breast cancer and the Ki-67 labeling index, or the percentage of Ki-67-positive cells, has great prognostic potential particularly in carcinomas of the breast. To overcome the challenges of manual calculation of ki67 proliferation index, in this project we will design and develop computational pathology and artificial intelligence (AI) algorithms […]

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Development of Computer Vision-based Intelligent Control System for Drones

In recent years, the small-scale drones have gained a growing interest in industry and in academia since they are widely available and have many potential applications. The integration of intelligent camera into drone systems broadens the range of potential drone applications and enhances the performance of the drone. However, how to design and implement the […]

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Research on Robust Face Recognition Algorithms

In recent years, face recognition algorithms based on deep neural networks have achieved human-level performance when tested on face recognition database. However, when put into real-world application, those algorithms are not robust enough, due to factors such as different lighting conditions, camera distance, and face orientations. In this project, the university team and the partner […]

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Amélioration et développement d’un modèle de distribution de promotions croisées basé sur un graphe de produit à produit

La promotion croisée a pour but de promouvoir des nouveaux produits à des clients actuels de l’entreprise. Dans l’industrie du jeu vidéo, la promotion croisée incite à installer de nouveaux jeux. L’intérêt de la démarche est de conserver dans le réseau de de l’entreprise un client risquant de le quitter. Une analyse menée au niveau […]

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Proximity detection using Bluetooth-enabled devices for mobile-based authentication

Mobile-based authentication is a strong authentication method as the password-based authentication is no longer adequate. Mobile-based authentication authenticates users based on proximity awareness to their Bluetooth-enabled devices and immediately locks the secure services (e.g., personal computers) when the users leave the vicinity with their devices. By exchanging the beacon signals and measuring the received Bluetooth […]

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Using Machine Learning to Optimize a Workflow Management System.

Workflow management frameworks support the creation of task dependencies and make efficient use of resources while running those workloads. Typically, these tasks can be long running processes like machine learning algorithms or access data from databases. Workflow management consists of mapping tasks to suitable resources and the management of workflow execution in a cloud environment. […]

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Mobile Location Based Insights

Pelmorex (Owner of the brands TheWeatherNetwork and MeteoMedia) operates weather information services accessed by all Canadians on desktop computers, mobile apps and Television. The mobile app is one of the most downloaded and used app in the country in both Apple/Google ecosystem of smart phones/tablets. Continous and accurate location data is collected from the apps […]

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Linguistic Data Science for the Development of a Business Corpus

This project is dedicated to the development of a new business corpus as a novel data for the company’s business intelligence. It focuses on linguistic pre-processing for the business domain using two types of collected corpora: text and speech. An automatic annotation of the pre-processed business corpus will be completed using labels related to sentiment […]

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Automated Impact Analyses to Support Code Review Practices

Large software systems are updated incrementally to add new features or fix bugs. It is a common practice in the software industry to have each incremental change reviewed by a peer to detect software quality issues and transfer knowledge among team members. While peer review boasts technical and non-technical benefits, it is still primarily based […]

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Privacy Enhanced Decentralized Identity System

Currently, a number of public and private organizations have implemented various identity management solutions to manage authentication; authorization privileges of their users within or across system and enterprise boundaries. 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 much […]

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Impacts of the Privacy and User Experience requirements on the implementation of the Identity Networks based on distributed Hashtrees

Nowadays, a number of public and private organizations have implemented various identity management solutions to manage authentication; authorization privileges of their users within or across system and enterprise boundaries. 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 much […]

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