Browsing Systems Design Engineering by Subject "time series"
Now showing items 1-5 of 5
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Affine and Regional Dynamic Time Warping
(University of Waterloo, 2014-11-11)Time series are a ubiquitous form of data prevalent in everyday life, and their analysis has gathered immense interest in many domains. Pointwise matches between two time series are of great importance in time series ... -
Distance Measures for Probabilistic Patterns
(University of Waterloo, 2020-01-07)Numerical measures of pattern dissimilarity are at the heart of pattern recognition and classification. Applications of pattern recognition grow more sophisticated every year, and consequently we require distance measures ... -
Machine Learning based Models for Fresh Produce Yield and Price Forecasting for Strawberry Fruit
(University of Waterloo, 2020-06-02)Building market price forecasting models of Fresh Produce (FP) is crucial to protect retailers and consumers from highly priced FP. However, the task of forecasting FP prices is highly complex due to the very short shelf ... -
Modeling Continuous Emotional Appraisals of Music Using System Identification
(University of Waterloo, 2004)The goal of this project is to apply system identification techniques to model people's perception of emotion in music as a function of time. Emotional appraisals of six selections of classical music are measured from ... -
Multivariate Time Series Data Causal Discovery
(University of Waterloo, 2021-10-05)One of the goals for Artificial Intelligence is to achieve human-like intelligence. To that end, several solutions were proposed over the decades, where causal structure discovery was proposed as a viable tool for enabling ...