Economic impact and feasibility analysis of public investments in broadband connectivity, and in other sectors

Interns will perform research leading to the design or the implementation of new economic strategies that can be utilized in the design, financing, monitoring and evaluation of projects at different stages. Specifically, interns will work on an analysis of equitable access to broadband connectivity in Kingston, ON, as part of the City’s plan to expand […]

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Archival Research and Accessioning for the CSCE National History Committee

The proposed research project will determine the significance of and catalog historic papers and documents held by the National History Committee (NHC: established 1983) of the Canadian Society for Civil Engineering (CSCE: established as the Canadian Society of Civil Engineers in 1887). These records have been rather haphazardly stored by various Chairs of the NHC […]

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Non-convex learning with stochastic algorithms

In recent years, deep learning has led to unprecedented advances in a wide range of applications including natural language processing, reinforcement learning, and speech recognition. Despite the abundance of empirical evidence highlighting the success of neural networks, the theoretical properties of deep learning remain poorly understood and have been a subject of active investigation. One […]

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Development and Implementation of An Omic-Level Distributed Ledger Data Management Architecture

This Phase I proposal is intended to undertake a requirements-gathering and an initial system design for a system that exploits the integrity guarantees of blockchain technology and the high throughput capability of commercial/open source transactional database management systems (DBMS). Although current approaches will be a part of the solution, innovation is required to allow for […]

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Temporally consistent employee group labels

Analytical applications in large organizations across even intermediate time ranges are often made complex, costly or even impractical due to temporal inconsistencies in the available data. The ever-changing nature of organizations causes categorical labels in data to change over time. This is particularly true for HR data, as the organization adjusts to changes in skillsets, […]

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Housing First as Intervention and its Economic Impact

A review of Housing First practices for housing chronically homeless residents, and their cost-saving potential for municipalities and housing organizations. Housing First treats supplying permanent housing as a priority for recovery for chronically homeless adults suffering from mental health and substance abuse issues. This has been shown to be a more effective housing and treatment […]

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AI-Based Automated Methodologies for Supply Chains: High Precision Tabular Detection and Semantic Modeling of Electronic Components from Datasheets

This project will develop a hybrid framework by integrating AI and machine learning methods with tabular information extraction and semantic modeling to improve the state-of-the-art precision and recall in tabular detection while maximizing the value of extracted information for industrial applications. Following a properly designed pre-processing stage to improve the outcomes of AI techniques, the […]

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Using Machine Learning for audio analysis and synthesize

Voices.com, the largest online marketplace for voice talent, have identified Machine Learning as an enabler for future growth. In particular, incorporating Natural Language Processing (NLP) into structured queries and automatic classification of sample recordings. The first phase of this research involving NLP is in the process of being integrated into production. The second phase will […]

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Revegetation of disturbed areas in Northern Manitoba

Revegetation of northern Manitoba ecosystems, disturbed by hydroelectric development, is critical to meet the ecological and cultural needs of the First Nation communities located in these areas. To establish a viable self-sustaining ecosystem, it is important to understand the challenges associated with reclamation in these disturbed areas. The main goal of our proposed research is […]

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