Adaptive Chaotic Map Selection to Reduce Overfitting in Artificial Neural Networks

Artificial neural networks (ANNs) have become a widely used machine learning tool in many different and broad fields of application. ANNs may be trained from training examples to perform various prediction or classification tasks. However, one of the problems exhibited by ANNs is that they typically overlearn the training examples and perform poorly on new […]

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Validating and improving Large Language Models for procedural tasks

Engineering organisations like Thales rely on large quantities of technical knowledge. When resolving a technical problem, for example, users have to follow a multi-step procedure in which the steps are described with various levels of detail, may not be up to date, or may not target the exact problem they are facing. Recent progress in […]

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Invasive Plant Risk Mapping

Invasive species are one of the major threats to biodiversity in Canada and globally. It can be challenging to identify where and under which circumstances landscapes will be most susceptible versus resistant to invasive species, and not having this information can hamper conservation efforts. The objective of this Master’s project is to model and map […]

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Efficient and Accurate Project Management Analysis Platform using Active and Few-Shot Learning Techniques for Advanced Insights and Predictions

This grant application, aims to develop an efficient and accurate project management analysis platform based on active and few-shot learning techniques. The main objective of our platform is to provide advanced insights and predictions related to project activities, teams, and budgets, using recent advancements in natural language processing (NLP), active and few-shot learning technologies. By […]

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Pathways to resiliency; Understanding challenges and opportunities towards community youth engagement; a case study of rural Nova Scotia

Cumberland County is located in the Canadian province of Nova Scotia, close to the New Brunswick border. Cumberland County is made up of the Municipality of the County of Cumberland, two incorporated towns (Amherst and Oxford) and two Villages (Pugwash and River Hebert). According to Statistics Canada (2022) the population of Cumberland County, as of […]

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Évaluation de la valeur du capital de marque en contexte d’organisation sportive à but non lucratif

Dans un contexte financier et budgétaire où les fédérations sportives sont appelées à développer davantage leurs revenues autonomes, l’exploitation d’un actif intangible telle que la marque peut constituer une action stratégique décisive pour ces dernières. Toutefois, le secteur des OBNL sportives, au sein duquel les fédérations peuvent être incluses, a historiquement été négligé quant au […]

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L’opérationnalisation et la réception des politiques d’équité, de diversité et d’inclusion dans les universités québécoises

Mon projet de thèse est relatif à la mise en œuvre des politiques d’équité, de diversité et d’inclusion dans l’enseignement supérieur. La persistance de barrières systémiques limitant l’accès de certains groupes sociaux à l’enseignement supérieur et à certaines catégories d’emploi, m’a amenée à m’intéresser aux mécanismes explicatifs de ces iniquités malgré la mise en place […]

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Exploring the Social Integration of Racialized Newcomers in Rural Alberta: A Community-Based Project

This project aims to address the current gaps in the literature by focusing on the social and cultural dimensions of integration for racialized newcomers in rural communities in Alberta. This qualitative study will conduct one-on-one interviews with newcomers in 2 rural communities in Alberta. The intern will work with local community-based organizations to help identify […]

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