Systems and methods for structural clustering of time sequences

Data processing: measuring – calibrating – or testing – Measurement system – Time duration or rate

Reexamination Certificate

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C702S167000, C702S182000, C702S189000, C702S190000, C703S002000, C706S046000, C706S900000, C707S999100

Reexamination Certificate

active

07933740

ABSTRACT:
Arrangements and methods for performing structural clustering between different time series. Time series data relating to a plurality of time series is accepted, structural features relating to the time series data are ascertained, and at least one distance between different time series via employing the structural features is determined. The different time series may be partitioned into clusters based on the at least one distance, and/or the k closest matches to a given time series query based on the at least one distance may be returned.

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patent: 2004/0102937 (2004-05-01), Ibrahim
Keogh, E., Lonardi, S. and Ratanamahatana, A., “Towards Parameter-free Data Mining”, In Proc. of SIGKDD, 2004.
Vlachos, M., Meek, C., Vagena, Z., and Gunopulos, D., “Identification of Similarities, Periodicities & Bursts for Online Search Queries”, In Proc. of SIGMOD, 2004.

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