Overview
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Learn about preprocessing techniques for misaligned data through correlation optimized warping (COW) in this 22-minute video. Explore bilinear models, alignment methods, segmentation, parameter selection, and reference choice to effectively fix data misalignment issues. Gain valuable insights into warping techniques that can enhance the accuracy and reliability of your data analysis.
Syllabus
Intro
Bilinear models
Correlation optimized warping
Alignment
Segment
Parameters
Reference
Taught by
Chemometrics & Machine Learning in Copenhagen