In many applications, Machine Learning (ML) predictions are used to make downstream decisions. Acting on ML predictions however can change the distribution of features that the ML model relies on for predictions. The implication is that such downstream decisions procedures implicitly expect the ML model to generalize outside of the observational distribution. Unfortunately, this is […]

This study proposes a new signal optimization technique that can help reduce crashes at intersections. Using data from sensors installed at the intersections, vehicle trajectories can be used to identify near-misses that would provide insight into crash-risk. By quantifying the crash-risk using extreme value models, a crash-risk metric is derived that can be used to […]

This research aims to understand Indigenous children’s academic attitudes during the pivotal transition to off-reserve schooling after grade six. It uniquely acknowledges educators’ vital role as unconventional mental health providers within Indigenous communities. By exploring stereotypes and attitudes, it bridges the gap between academia and community mental health providers, recognizing education’s potential in addressing mental […]

The “Partnerships Empowering Canadian Innovation” project, conducted under the Mitacs Business Strategy Internship program in collaboration with The Cansbridge Fellowship, aims to equip interns with the mindset and skillset necessary for success in the innovation economy. The project enables interns to identify strategic partnership opportunities with innovation organizations through industry-specific research, networking, and outreach. Throughout […]

Meeting the climate change timetable of emission reductions entails significant investment in the current building stock. Knowing what should be done to improve the efficiency of and reduce emissions from these buildings needs easily accessible and user-friendly tools. We propose delivery of such a tool. We aim to produce a portal that allows a wide […]

Obstructive Sleep Apnea (OSA) is an important respiratory disease characterized by recurrent blockages of the throat (‘upper airway’) during sleep. These blockages result in short lapses in breathing. The low oxygen levels and disruption of sleep caused by OSA contribute to many problems including sleepiness, poor quality of life, awakenings during sleep, hypertension, heart disease, […]

BC potato industry is facing a burning problem of finding low value for its second grade potatoes. The sponsor, Heppells Potato Corp, being the largest producer of potatoes in BC is facing the same problem of finding optimized value for its second grade potatoes. Currently these potatoes are just culled. But the market value of […]

In power systems, dynamic simulation studies are required to ensure safe and secure operation of electrical grid. In these studies, different devices, such as generators and transmission lines, are represented by a mathematical model with a number of predefined parameters. The accuracy of the simulation studies highly depend on the models used for different components. […]

In ecological applications, Machine Learning (ML) predictions are used to make predictions about alternative scenarios. Such alternative scenarios however can change the distribution of features that the ML model relies on for predictions. The implication is that such uses-cases implicitly expect the ML model to generalize outside of the observational distribution. Unfortunately, this is often […]

This study will conduct a marine multi-stakeholder usage assessment for commercial, recreational and cultural purposes for potential tidal energy developments in Campbell River, BC. Tidal energy harnesses the daily movements of tides through confined waterways to produce electrical energy. Given that Campbell River is a busy multi-use marine port, planning estimates must be done in […]

Health research benefits society by improving prevention, diagnosis and treatment and helping people to live healthier, more productive lives. More than half of the Canadian population is women but only 6% of federal government funding for health research goes to female-specific health topics. Other countries, estimate that investing in women’s health research offers very high […]

We are addressing the widespread issue of pressure injuries—a chronic wound affecting millions—with our innovative solution, the Smart Sheet. This soft, flexible, and stretchable sensor array is designed for precise pressure and shear detection. What sets us apart is the Smart Sheet’s unique ability to seamlessly conform to various shapes and contours, providing accurate and […]