What is a robust method for normalization of DTW scores?

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Jorma Rissanen

I do not know what DTW is. and what 'normalization' is.

Amadís Pagès

DTW stands for Dynamic Time Warping.

Raid Amin

I transform raw scores to normal quantiles befire doing a cluster analysis. In SAS it is given under proc rank. I use the BLOM method for ranking. Van der Waerden started this type of transformations. The text by Conover explains it too.

André Kummerow

There also a soft-DTW version similar to a kernel. This gives you values between 0 and 1 like a softmax output. It can be found in the tslearn library (Python).