Browsing Theses by Subject "pattern discovery"
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Discovery and Analysis of Aligned Pattern Clusters from Protein Family Sequences
(University of Waterloo, 2014-04-28)Protein sequences are essential for encoding molecular structures and functions. Consequently, biologists invest substantial resources and time discovering functional patterns in proteins. Using high-throughput technologies, ... -
Pattern Discovery and Disentanglement for Clinical Data Analysis
(University of Waterloo, 2020-09-10)In recent years, machine learning approaches have important empirical successes on analysing data such as images, signals, texts and speeches with applications in biomedical and clinical areas. However, from the perspective ...