Periodicity detection in time series databases

Periodicity mining is used for predicting trends in time series data. Discovering the rate at which the time series is periodic has always been an obstacle for fully automated periodicity mining. Existing periodicity mining algorithms assume that the periodicity, rate (or simply the period) is user-...

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Veröffentlicht in:	IEEE transactions on knowledge and data engineering 2005-07, Vol.17 (7), p.875-887
Hauptverfasser:	Elfeky, M.G., Aref, W.G., Elmagarmid, A.K.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Applied sciences Complexity Computational efficiency Computer science control theory systems Data mining Data processing. List processing. Character string processing Economic forecasting Energy consumption Energy measurement Exact sciences and technology Index Terms- Periodic patterns mining Memory organisation. Data processing Meteorology Mining Obstacles Pattern analysis Software Studies Temperature measurement temporal data mining Time series Time series analysis time series forecasting Trends Weather forecasting
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