Due to the vast amount of available tracking sensors in recent years, high-frequency and high-volume streams of data are generated every day. Such tracking sensors include but are not limited to vessel, airplane or vehicle tracking data, drones, smartwatches and smart bands as well as cameras and earth observation sensors. Despite the overabundance of data […]

Machine Learning (ML) models are known to leak information about the data they were trained on, enabling membership and reconstruction attacks [7]. Such privacy risks damage trust in ML, and hinder the broad adoption of model co-training, through Federated Learning or cloud-based co-training. This is especially true in sensitive domains that could significantly benefit from […]

The proposed project aims to enhance Originality.ai’s role in the evolving digital content industry by addressing challenges in content authenticity and originality. The project focuses on creating impactful studies and data visualizations that leverage large datasets to evaluate trends, technologies, and methodologies in AI-generated content detection. By developing proprietary insights and tools, this initiative will […]

Digital Link Inc., a leader in IT support, digital marketing, and web design, is addressing inefficiencies in its client onboarding process through the development of a New User Enrollment System. The current manual process is prone to delays, errors, and lacks transparency, leading to challenges in client satisfaction and operational efficiency. This new system will […]

Single-use plastic bans and EPR laws are forcing CPG brands to transition from petroleum plastics to sustainable materials, a process that is complex, lengthy and expensive. Materia is addressing this challenge with an AI/ML-driven materials informatics platform with an integrated marketplace, empowering companies to develop and launch eco-friendly products 65% faster and cheaper. This project […]

This project aims to develop an advanced system for interpreting X-ray diffraction (XRD) data and classifying it based on insights provided by Subject Matter Experts (SMEs). XRD is a critical analytical technique used across various industries, including materials science, geology, and geophysics, to determine the crystallographic structure of materials. However, the raw spectra generated from […]

1. Question de recherche : Comment centraliser efficacement les flux de communication internes dans une organisation, en proposant une structure permettant une gestion autonome des informations entre les départements ? 2. Activités principales et défis de l’organisation partenaire : L’organisation partenaire est une entreprise multisectorielle dont les départements fonctionnent en silos, avec des outils et […]

Applied Recognition Corp. (ARC) a Canadian software company, which develops face recognition technology solutions, which are engineered to be both accurate and practical, allowing your organization to upgrade to biometrics simply and inexpensively. ARC relies on high-quality training data sets of human face images to train their machine learning models and ensure the accuracy of […]

Social media websites (e.g. Facebook, Twitter, etc.) are widely used by the general public and also by businesses to promote their product and services. Due to the nature of these websites, marketed content by businesses does not always reach their desired target. This can be improved by providing useful information to the businesses, such as […]

S’inscrivant dans la continuité du premier stage, ce projet vise à unifier les langages de description de structures argumentatives GSN et TCL et à adapter la théorie de Dempster-Shafer au langage unifié. Cette théorie est la plus adéquate pour intégrer à une structure argumentative les évaluations de ses noeuds. Notre objectif est d’arriver à déterminer […]

Male sexual dysfunction, including erectile dysfunction, Peyronie’s disease, ejaculatory dysfunction, low libido, and low testosterone, affects most men at some point and often requires chronic management. However, access to evidence-based care in Canada is limited, care is fragmented across disciplines, and existing digital platforms lack efficiency and innovation in sexual medicine. Teumo Health Technologies Inc. […]

Ce projet va permettre l’évaluation de la capacité de transit des lignes aériennes en temps réel avec des marges d’incertitudes. Les données acquises vont faciliter l’identification des lignes aériennes qui pourront transiter plus de courant de manière sécuritaire dans le but d’atteindre les objectifs d’augmentation de puissance d’Hydro- Québec.