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Fall 2023
The redevelopment of understories is an often-overlooked aspect of forest restoration following anthropogenic disturbances. In my research I explored the feasibility of actively restoring forest understories through seedling planting. First, I examined the quality of nursery-grown boreal shrub...
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Advantage of Integration in Big Data: Feature Generation in Multi-Relational Databases for Imbalanced Learning
DownloadFall 2016
Most data mining and machine learning techniques rely on a single flat table and assume balanced training data. However, most real-world applications comprise databases having multiple tables and imbalanced data. It becomes further complicated in the realm of Big Data where related information is...
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Fall 2022
Since 2013, Deep Neural Networks (DNNs) have caught up to a human-level performance at various benchmarks. Meanwhile, it is essential to ensure its safety and reliability. Recently an avenue of study questions the robustness of deep learning models and shows that adversarial samples with...
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Spring 2010
Tax planning is a core service provided by tax practices of public accounting firms. Performing this service well is important to the firms, their clients and the tax professionals involved. This study experimentally examines the effects of supervisory advice on the judgment of tax professionals...