Alberta Early Learning and Care Workforce Stability Project

The goal of the proposed research project is to assist the Association of Early Childhood Educators of Alberta (AECA) in building their understanding of the needs of early childhood educators so they can advocate for evidence-informed outcomes as decisions are being made on their behalf on how the bilateral funding is to be spent to […]

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Limiting Bias Drift using Generative Adversarial Network Framework

This project will outline step-by-step how to make fair financial models that do not depend on a person’s private information such as age, gender and race. It is aimed to be a guide to use machine-learning tools and adding defendable mathematical theory to improve previously existing models that have problems with producing biased results. As […]

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Transition to Adulthood Program

Mentoring is one identified way to support young adults as they transition out of care and are faced with the many demands of adulthood. Young adults transitioning out of care have unique mentoring needs. In recognition of these distinctive needs, a specialized mentor program manual will be developed after consulting with a variety of key […]

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Accountium – Machine Interpretation of Client Instructions

Creative Emporium provides digital Account Maintenance, minimizing human intervention. Using cutting edge technology, Phase I of the Accountium platform has been completed in 2023 April. Now, the company has identified a need to streamline the hiring and payroll process for their clients. They like to embed a payroll module as an integral part of Accountium […]

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Development of an AI Assisted Denoising Technique for Optical Coherence Tomography Imaging for Breast Cancer Margin Assessment

Breast cancer is the most common cancer (excluding non-melanoma skin cancer) in 109 countries including Canada. Approximately 70% of the breast cancer surgeries are breast-conserving lumpectomy procedures. Histopathology analysis typically require 2-4 days, resulting in the need for a second surgery if a margin is positive. Perimeter Medical is developing advanced Optical Coherence Tomography (OCT) […]

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Water chemistry, vegetation, and spatial variables affecting aquatic insect biodiversity in Edmonton stormwater management facilities, as compared to wetlands across Alberta, Canada

Urban stormwater ponds present an opportunity for aquatic biodiversity conservation within cities. However, stormwater ponds receive city runoff and other effects of urbanization, which may mean that only certain species can live in them. A landscape-scale comparison of urban and rural pond biodiversity has not been performed in Canada. We will sample aquatic insect biodiversity […]

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Fort McKay Photo Archive Project

The Fort McKay Métis Nation (FMMN) is the self-governing Métis Nation representing the interests of Métis people in the community. Members of FMMN are concerned about the cumulative impacts of industrial development on the land, air, water and wildlife in the Fort McKay area. As active users of the land, community members have intimate knowledge […]

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Secure and Practical Federated Learning with Multi-Key Homomorphic Encryption

Nowadays, our data is stored and processed in the cloud, and there are increasing privacy concerns. Federated Learning (FL) has recently emerged to allow users to keep their data private and collaboratively train machine learning models. To ensure that no client data can be revealed, there are multiple challenges in designing a system to be […]

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Modelling of Asset Health and Risk Matrix for Rotating Assets in Sawmill

Weyerhaeuser Drayton Valley Lumber Mill has employed continuous monitoring of vibration for all the critical rotating assets in the mill to detect failures in early stage and prevent failures. Continuous monitoring is achieved through sensors mounted on the equipment and each sensor collects real-time vibration data of the equipment. Real-time vibration data give an understanding […]

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