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Improved LDTW Algorithm Based on the Alternating Matrix and the Evolutionary Chain Tree

Dynamic time warping under limited warping path length (LDTW) is a state-of-the-art time series similarity evaluation method. However, it suffers from high space-time complexity, which makes some large-scale series evaluations impossible. In this paper, an alternating matrix with a concise structure...

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Detalles Bibliográficos
Autores principales: Zou, Zheng, Nie, Ming-Xing, Liu, Xing-Sheng, Liu, Shi-Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9318603/
https://www.ncbi.nlm.nih.gov/pubmed/35890988
http://dx.doi.org/10.3390/s22145305