Browsing DCE Theses and Dissertations by Keyword "machine learning"
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An Accessible Library for Machine Learning with Homomorphic Encryption
(2021-11-08)Homomorphic encryption allows computation on encrypted ciphertext so that decrypted plaintext produces a semantically useful computation. Since this comes at a tremendous computation cost for general-purpose computing, the ... -
Considerations for a Machine Learning Approach to Classification of Cancer Driver Mutations
(2022-04-20)Cancer is one of the leading causes of death for people worldwide. Since the completion of the Human Genome Project, Next-Generation Sequencing has made leaps in understanding of the cancer genome possible. Such a deep ... -
Improving Predictions in the Era of Precision Medicine: A Comparison of Echocardiogram and Cardioproteomic Predictors of Post-Aortic Valve Replacement Outcomes
(2021-05-11)Aortic stenosis (AS) is a serious form valvular heart disease characterized by stiffening and calcification of aortic valve leaflets. Aortic valve replacement (AVR) remains the only FDA-approved treatment for AS; however, ... -
Issue2vec: Legal Issue Embeddings Using Citegrams
(2022-01-20)Most case law decisions are divided into discrete sections that address specific legal issues. But even though those sections are generally independent from one another, unrefined machine learning and natural language ... -
Minimizing NUMA Effects on Machine Learning Workloads in Virtualized Environments
(2021-05-25)This thesis is an investigation into the performance ramifications of making specialized component reservations for machine learning workloads in virtualized environments. The reliance of machine learning on floating-point ...