IEEE - Institute of Electrical and Electronics Engineers, Inc. - Dictionary-Based Compression for Long Time-Series Similarity

Author(s): Willis Lang ; Michael Morse ; Jignesh M Patel
Sponsor(s): IEEE
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2010
Volume: 22
Page(s): 1,609 - 1,622
ISSN (Paper): 1041-4347
DOI: 10.1109/TKDE.2009.201
Regular:

Long time-series data sets are common in many domains, especially scientific domains. Applications in these fields often require comparing trajectories using similarity measures. Existing methods... View More

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