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mettekou/dimensionality-reduction-of-waveform-data-from-test-processes-for-health-state-evaluation

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Master's Dissertation

This repository contains the source code for my master's dissertation for the Master of Science in Statistical Data Analysis at Ghent University, during the 2021-2022 academic year.

Structure

  • The poster directory contains the LaTeX source code for the poster presented at the poster pre-defense on the MaStat day (22 March 2022)
  • The report directory contains the LaTeX source code for the master's disseration report to be handed in at the end of the master's dissertation
  • The src directory contains the Python source code for the data analysis during the master's dissertation

Feedback

  • The work is of a decent scientific level and contains no statistical errors
  • The report is well-structured and enjoyable to read, but lacks data visualizations
  • Most of the work stems from effort near the deadline and not during the academic year
  • Matrix profile regression and shapelet learning have more potential than the work demonstrates

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Master's dissertation for the Master of Science in Statistical Data Analysis (2021-2022) at Ghent University

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