Transformation algorithms

Transformation algorithms try to capture the most important information from time series using advanced transformation. They can be seen as complex feature extraction algorithms.

Bag of Patterns

Bag of Patterns

Bag-of-SFA Symbols (BOSS)

Bag-of-SFA Symbols (BOSS)

RandOm Convolutional KErnel Transform (ROCKET)

RandOm Convolutional KErnel Transform (ROCKET)

Shapelet Transform

Shapelet Transform

Word ExtrAction for time SEries cLassification (WEASEL)

Word ExtrAction for time SEries cLassification (WEASEL)