Fast and exact warping of time series using adaptive segmental approximations

DOI10.1007/s10994-005-5828-3zbMath1075.62083OpenAlexW2086784973MaRDI QIDQ1774589

Yutao Shou, Nikos Mamoulis, David W. Cheung

Publication date: 17 May 2005

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-005-5828-3

zbMATH Keywords

time series analysissimilarity searchnearest neighbor search

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Database theory (68P15) Applications of statistics (62P99) Theory of data (68P99)

Related Items (1)

Faster retrieval with a two-pass dynamic-time-warping lower bound

Uses Software

• clusfind

Cites Work

• Finding Groups in Data
• Hidden Markov Models for Speech Recognition
• Dynamic programming algorithm optimization for spoken word recognition
• Dimensionality reduction for fast similarity search in large time series databases

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