A tutorial explaining how path signatures, built from iterated integrals, can serve as features for classifying time series.
Uniqueness for the signature of a path of bounded variation and the reduced path group
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Path Signatures for Feature Extraction. An Introduction to the Mathematics Underpinning an Efficient Machine Learning Technique
A tutorial explaining how path signatures, built from iterated integrals, can serve as features for classifying time series.