Geodesic Properties of a Generalized Wasserstein Embedding for Time Series Analysis

Transport-based metrics and related embeddings (transforms) have recently been used to model signal classes where nonlinear structures or variations are present. In this paper, we study the geodesic properties of time series data with a generalized Wasserstein metric and the geometry related to thei...

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Veröffentlicht in:	arXiv.org 2022-06
Hauptverfasser:	Li, Shiying, Abu Hasnat Mohammad Rubaiyat, Rohde, Gustavo K
Format:	Artikel
Sprache:	eng
Schlagworte:	Classifiers Embedding Time series
Online-Zugang:	Volltext
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