A significant amount of fraudulent activity tends to go unreported in reality, one of the major focuses for our team recently has been to develop robust GNNs that can perform anomaly detection on noisily labeled graphs. Noisily labeled anomalous data can reduce the model performance as it learns incorrect patterns during training, cause the model […]

Le Palais des Congrès de Montréal est une institution publique à vocation commerciale qui génère d’importantes retombées économiques pour le Québec. Un défi majeur pour cette institution est la planification annuelle de plus de 350 événements de nature et d’envergure variées, tout en respectant diverses contraintes opérationnelles et commerciales pour atteindre les objectifs fixés par […]

The Canadian Barley Research Coalition (CBRC) is a national not-for-profit organization that funds long-term research projects in the barley sector. The CBRC was awarded $10.2 million to direct towards barley research between 2018 and 2023. This research project will examine the benefits of this research funding to the barley sector in Canada. The project will […]

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This project aims to develop an innovative method to enhance the accuracy and efficiency of inspecting aerospace parts, such as aero-engine blades. These components often have intricate shapes, making precise inspection a significant challenge. To overcome this, the project combines data from two measurement systems: one that captures detailed 3D scans and another that provides […]

Chronic Obstructive Pulmonary Disease (COPD) is a progressive, debilitating, chronic respiratory disease that affects 600 million people worldwide and is responsible for 3 million deaths worldwide each year. Given the recent advances in artificial intelligence (AI) and the availability of large datasets from both the public and private sectors, our project applies AI to analyze […]

Adult Third Culture Kids (ATCKs) are adults who have been shaped by their mobility and cross-cultural experiences as a result of spending a significant part of their developmental years in a country other than their passport country. Although these experiences have provided ATCKs with valuable characteristics and skillsets, ATCKs struggle with identity creation and a […]

The main objective of this project is to design an effective CO2 capture and conversion technology for alcohols and DME production. The process is based on microwave-assisted CO2 adsoprtion process integrated with hydrogen and syngas. The modelling of the novel microwave adsorption system will be performed. The process simulation tool will be provided to determine […]

Providing three-dimensional (3D) coordinates and more importantly drone navigation in GPS-denied environments has been always challenging. Limiting factors such as signal reflection from walls (multipath), lack of Global Positioning System (GPS) signals in confined spaces and non-line of sight (NLoS) communication with orbiting satellites, build a barrier to navigate indoor drones. In this work, we […]

Concussions are a frequently occurring injury with diverse clinical manifestations and an often-challenging recovery. Oculomotor deficits are commonly occurring in persons with concussion, both as an early symptoms and impairment long after the injury. Early assessment and rehabilitation of oculomotor deficits resulting from concussion have the potential to expedite recovery and improve affected individuals’ functioning. […]

Malgré les normes les plus strictes, la viande de volailles se retrouve en tête de liste comme source d’exposition des consommateurs à des bactéries pathogènes zoonotiques responsables de toxi-infections alimentaires au Canada, où chaque année plus de 4 millions de cas d’infection sont déclarés aux autorités de santé publique. Clostridium perfringens entérotoxinogène figure parmi les […]

This four-year research project aims to develop a strategic and operational implementation plan for an intelligent approach to integrate safety management processes of production systems in factories. Such safety protocol management is needed for e.g. equipment maintenance operations in manufacturing plants. The involved graduate students will develop novel safety management strategies using Artificial Intelligence, based […]