Browsing Theses by Subject "Data mining"
Now showing items 1-5 of 5
-
Application of Data mining in Medical Applications
(University of Waterloo, 2004)Abstract Data mining is a relatively new field of research whose major objective is to acquire knowledge from large amounts of data. In medical and health care areas, due to regulations and due to the availability ... -
Discovering Protein Sequence-Structure Motifs and Two Applications to Structural Prediction
(University of Waterloo, 2004)This thesis investigates the correlations between short protein peptide sequences and local tertiary structures. In particular, it introduces a novel algorithm for partitioning short protein segments into clusters of ... -
Machine-Learning Framework for Efficient Multi-Asset Rehabilitation Planning
(University of Waterloo, 2021-10-25)While smart cities are viewed as the way of the future, the infrastructure assets expected to support the different smart services are currently managed using frameworks that are outdated, subjective, and inefficient. Such ... -
A New Design of Multiple Classifier System and its Application to Classification of Time Series Data
(University of Waterloo, 2007-09-24)To solve the challenging pattern classification problem, machine learning researchers have extensively studied Multiple Classifier Systems (MCSs). The motivations for combining classifiers are found in the literature from ... -
Software Architecture Recovery based on Pattern Matching
(University of Waterloo, 2003)Pattern matching approaches in reverse engineering aim to incorporate domain knowledge and system documentation in the software architecture extraction process, hence provide a user/tool collaborative environment for ...