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Time Series
(redirected from Time series prediction)

   Also found in: Dictionary/thesaurus, Encyclopedia, Wikipedia 0.01 sec.
Time Series
A comparison of a variable to itself over time. One of the most common time series, especially in technical analysis, is a comparison of prices over time. For example, one may compile a time series of a security over the course of a week or a month or a year, and then use it in the determination of future price movements.

time series
A set of variables with values related to the respective times the variables are measured. Thus, a weekly record of a stock's price throughout a period of years is a time series. Time series are often used to project future values by observing how the value of a variable has changed in the past.


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Some applications examined include electricity load demand and price forecasting using HONNs trained by Kalman filtering, a novel recurrent polynomial neural network for financial time series prediction, and foreign exchange rate forecasting using a higher order flexible neural tree.
Hybrid evolutionary computation with artificial neural network combination for time series prediction and other evolutionary techniques are then considered.
Coverage of application areas includes decision support, process and system control, vision or pattern recognition, fault diagnosis, Internet tools, robotics and time series prediction.
 
 
 
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