Browsing University of Waterloo by Author "Rashwan, Abdullah"
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Automatic Driver Fatigue Monitoring Using Hidden Markov Models and Bayesian Networks
Rashwan, Abdullah (University of Waterloo, 2013-12-12)The automotive industry is growing bigger each year. The central concern for any automotive company is driver and passenger safety. Many automotive companies have developed driver assistance systems, to help the driver and ... -
Parameter and Structure Learning Techniques for Sum Product Networks
Rashwan, Abdullah (University of Waterloo, 2019-09-25)Probabilistic graphical models (PGMs) provide a general and flexible framework for reasoning about complex dependencies in noisy domains with many variables. Among the various types of PGMs, sum-product networks (SPNs) ...