Browsing Theses by Subject "Expectation-Maximization Algorithm"
Now showing items 1-2 of 2
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Novel Methodologies in State Estimation for Constrained Nonlinear Systems under Non-Gaussian Measurement Noise & Process Uncertainty
(University of Waterloo, 2021-12-16)Chemical processes often involve scheduled/unscheduled changes in the operating conditions that may lead to non-zero mean non-Gaussian (e.g., uniform, multimodal) process uncertainties and measurement noises. Moreover, ... -
Statistical Learning in Drug Discovery via Clustering and Mixtures
(University of Waterloo, 2007-09-20)In drug discovery, thousands of compounds are assayed to detect activity against a biological target. The goal of drug discovery is to identify compounds that are active against the target (e.g. inhibit a virus). Statistical ...