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Transcriptomic analyses of Pinus contorta responses to Grosmannia clavigera under contrasting levels of nitrogen availability
DownloadSpring 2021
In western Canada alone, the current mountain pine beetle (MPB) outbreak has devastated nearly 19 million hectares of pine forest, negatively impacting communities, industries and ecosystems. Reforestation efforts can benefit from a deeper understanding of the impact of nitrogen (N)-based...
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Triage narratives – exploring a widely collected but dramatically underexplored source of emergency department data
DownloadSpring 2023
Emergency departments (ED) around the globe rely on triage to sort which patients can wait safely for care when the demand for service outstrips the resources available. The triage process is typically performed by experienced emergency nurses and can be the earliest documented assessment for...
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Using Machine Learning and Keyword Analysis to Analyze Incident Reports and Reduce Risk in Oil Sands Operations
DownloadSpring 2020
Many companies maintain large databases of incident reports. Incidents that have severe consequences are analyzed in detail to prevent recurrence, while minor incidents are typically stored without any further evaluation. Especially with common incidents and those with lesser consequences,...
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Using Machine Learning to Understand the National Security Agency’s Data Surveillance Trends
DownloadFall 2021
For over six decades, the public has remained ignorant about the National Security Agency (NSA) and its activities and has been shielded from the agency’s invasive and unlawful projects. While the NSA’s activities have proven valuable to the United States and its allies, it sometimes undertakes...
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2019
Bangash, A.A., Sahar, H., Chowdhury, S., Wong, A.W., Hindle, Abram, Ali, K.
Machine learning, a branch of Artificial Intelligence, is now popular in software engineering community and is successfully used for problems like bug prediction, and software development effort estimation. Developers' understanding of machine learning, however, is not clear, and we require...