Browsing University of Waterloo by Subject "Statistical Learning"
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Statistical Learning and Stochastic Process for Robust Predictive Control of Vehicle Suspension Systems
(University of Waterloo, 2017-09-12)Predictive controllers play an important role in today's industry because of their capability of verifying optimum control signals for nonlinear systems in a real-time fashion. Due to their mathematical properties, such ... -
Statistical Learning Approaches to Some Classification Problems
(University of Waterloo, 2017-08-01)Classification is essential in statistical learning. This thesis deals with three topics in classification: multi-label classification, nonparametric multi-class classification and a special type of text categorization ...