Analysis of Various Periodicity Detection Algorithms in Time Series Data with Design of New Algorithm

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Provided by: International Journal of Computer Applications Technology and Research
Topic: Big Data
Format: PDF
Time series datasets consist of sequence of numeric values obtained over repeated measurements of time. They are Popular in many applications such as stock market analysis, power consumption, economic and sells forecasting, temperature etc. Periodic pattern mining or periodicity detection is process of finding periodic patterns in time series database. It has a number of applications, such as prediction, forecasting, detection of unusual activities, etc. Periodicity mining needs to give more attention as its increased need in real life applications.
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