Automated Feature Design for Time Series Classification by Genetic Programming

Doctoral thesis OPEN
Harvey, Dustin Yewell;
(2014)
  • Publisher: eScholarship, University of California
  • Subject: 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... View more
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