Automated Feature Design for Time Series Classification by Genetic Programming
Harvey, Dustin Yewell
- Publisher: eScholarship, University of California
UCSD Dissertations, Academic Structural Engineering. (Discipline)
Time series classification (TSC) methods discover and exploit patterns in time series and other one-dimensional signals. Although many accurate, robust classifiers exist for multivariate feature sets, general approaches are needed to extend machine learning techniques t...