Search Results for author: Oliver Lauwers

Found 2 papers, 1 papers with code

Applicability and interpretation of the deterministic weighted cepstral distance

1 code implementation8 Mar 2018 Oliver Lauwers, Bart De Moor

In this way, we provide a purely data-driven way to assess different underlying dynamics of input/output signal pairs, without the need for any system identification step.

BIG-bench Machine Learning Clustering +2

A time series distance measure for efficient clustering of input output signals by their underlying dynamics

no code implementations6 Mar 2017 Oliver Lauwers, Bart De Moor

The first class of methods employs a distance measure on time series (e. g. Euclidean, Dynamic Time Warping) and a clustering technique (e. g. k-means, k-medoids, hierarchical clustering) to find natural groups in the dataset.

Clustering Dynamic Time Warping +2

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