Efficient discovery of unusual patterns in time series

DOI10.1007/s00354-006-0004-2zbMath1119.68358OpenAlexW2114327002MaRDI QIDQ857987

Jessica Lin, Stefano Lonardi, Bill `Yuan-chi' Chiu, Eamonn J. Keogh

Publication date: 5 January 2007

Published in: New Generation Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00354-006-0004-2

zbMATH Keywords

time series, suffix tree, novelty detection, anomaly detection, Markov model, feature extraction

Mathematics Subject Classification ID

Searching and sorting (68P10) Database theory (68P15)

Uses Software

• TEIRESIAS

Cites Work

• One-dimensional and multi-dimensional substring selectivity estimation
• Elastic translation invariant matching of trajectories
• On-line construction of suffix trees
• A Space-Economical Suffix Tree Construction Algorithm
• Algorithms on Strings, Trees and Sequences
• Dimensionality reduction for fast similarity search in large time series databases
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