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time series
(redirected from Time series prediction)

   Also found in: Financial, Encyclopedia, Wikipedia 0.01 sec.
time series
n
(Mathematics & Measurements / Statistics) Statistics a series of values of a variable taken in successive periods of time
ThesaurusLegend:  Synonyms Related Words Antonyms
Noun1.time series - a series of values of a variable at successive times
statistics - a branch of applied mathematics concerned with the collection and interpretation of quantitative data and the use of probability theory to estimate population parameters
statistic - a datum that can be represented numerically


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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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