The recent advances in machine learning based on deep neural networks, coupled with the availability of phenomenal storage capacity, are transforming the industrial landscape. However, these novel machine learning approaches are known to be data hungry, as they need to tune a huge number of parameters in order to perform well. As more and more […]

Machine learning approaches are transforming fields such as finance, healthcare, electronic commerce, social networks, and natural disaster forecasting. We propose collaborative research that develops novel methods and applications of machine learning techniques for event prediction, modeling relations between entities, and inference techniques that can impact these domains. In the context of event prediction, we will […]

This project involves the synthesis, characterization and evaluation of new low-molecular weight gelators for cleaning up oil spills. First responders to oil spills can add these gelators to the oil / water mixture to prevent spreading of the oil before additional resources are available to clean up the spill. This project will involve collaboration with […]

Histopathology is the study and examination of tissue slides under magnification and is the definitive diagnosis for many diseases including cancer. With the advent of whole-slide scanners and image management software systems, computational pathology tools can be created to measure disease in an efficient and objective manner. This is in contrast to the labourious and […]

At this juncture, much data on tourism in Kingston has been collected. However, no appropriate statistical method and analysis has been implemented yet to understand these data. The current project thus aims to create a benchmark for tourism data for Kingston by adopting various modelling techniques (e.g., Hierarchical Linear Modelling (Gelman, 2007), Multilevel Modeling (Green […]

Pharmaceuticals are important to lead the healthy life in the current world. However, continuous and huge use of these pharmaceuticals led to constant release in the environment and in particular in water sources. And also, low absorption and metabolism of pharmaceuticals in humans and animals led to their continuous entry into the environment via feces […]

The proposed solution will address the aforementioned challenges by attempting to provide scalable authentication and encryption mechanisms. A combination of software and hardware based approaches can be used to provide enhanced security to constrained IoT nodes with respect to their timing and power demands. Technologies such as Bluetooth or 802.11ax mesh networking could be critical […]

The Canadian swine industry must adapt to current and emerging challenges to remain competitive. In general, the industry is focused on improving efficiencies and reducing costs of production. However, the industry also faces many concerns regarding environmental sustainability and societal acceptance of production that need to be continually addressed. Feed represents approximately 70% of the […]

The main goal of this project is to design a UAV-based image acquisition system to capture high quality full body images which will be integrated into DermEngine Full Body Imaging (FBI) module. With this system, we intend to achieve consistency between different images that FBI needs to analyze. We also plan to deliver an easy-to-use, […]

Finite Element Analysis (FEA) breaks object components into numerical finite elements and calculate their performance individually. As long as the finite element is small enough, the performance of the entire part can be simply obtained by adding up all the performances of finite elements. However, the giant number of finite elements in 3D models makes […]

Asthma is one of the serious forms of respiratory diseases causing economic losses and high mortality in the world. RESP – AID is an innovative formula developed by NHV Natural Pet Products to support respiratory disorders and bronchial infections. It is composed of 6 commonly used herbs: Coltsfoot (Tussilago farfar), Marshamallow (Althaea officilanes), Plantain (Pantago […]

Communities in Northern Saskatchewan have overwhelming epidemic rates of suicide. This loss is compounded by the unresolved grief and inter-generational trauma associated with the legacy of residential schools. There is a clear connection between high suicide rates and the historical trauma experienced by Indigenous people. Mental health services for Indigenous youth in rural and remote […]