Distance measure with improved lower bound for multivariate time series

DOI10.1016/J.PHYSA.2016.10.062zbMath1400.62189OpenAlexW2536202654MaRDI QIDQ1620338

Hailin Li

Publication date: 13 November 2018

Published in: Physica A (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.physa.2016.10.062

zbMATH Keywords

data miningmultivariate time seriescenter sequencelower bound functionpiecewise aggregate approximation

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10)

Uses Software

• UCI-ml
• ICALAB

Cites Work

• Unnamed Item
• Plane contact problems with frictional heating for a vertically layered half-space
• An efficient \(k\) nearest neighbor search for multivariate time series
• Learning a symbolic representation for multivariate time series classification
• Faster retrieval with a two-pass dynamic-time-warping lower bound
• Time-series data mining
• Dynamic programming algorithm optimization for spoken word recognition
• Dimensionality reduction for fast similarity search in large time series databases

This page was built for publication: Distance measure with improved lower bound for multivariate time series