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Second, the proposed algorithm may identify conventional time series as the best model for future electricity consumption forecasting because of its dynamic structure, whereas previous studies assume that ANN always provide the best solutions and estimation.
Second, the framework may identify conventional regression as the best model for future energy consumption forecasting because of its dynamic structure, whereas in the case of uncertainty and ambiguity, previous studies assume that fuzzy regression provides better solutions and estimation.
Second, the proposed algorithm may identify conventional time series as the best model for future electricity consumption forecasting because of its dynamic structure, whereas previous studies assume that GA always provide the best solutions and estimation.
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Southwest Airlines, the low-fare king, is also expected to exceed forecasts because of its strong hedging strategy and cost controls.
ARIMA model is one of the most widely used time-series forecasting techniques because of its structured modeling basis and acceptable forecasting performance [ 23].
Alliance & Leicester is on course to make more than £500m profit in 2005, beating forecasts in part because of its ability to cut costs by driving customers to use the internet rather than its branches.
Time series analysis has been widely used in groundwater resource evaluation, forecast, and management because of its simple, easy to use and practical features.
Texas Instruments, the world's No. 1 maker of chips for mobile phones, Tuesday said third-quarter revenue will come in at the higher end of its forecast because of improved demand for its semiconductor products.
Bristol-Myers Bristol-Myers Squibbereportedxpected quarterly earnings on Tuesday, but its revenue was below forecast because of weak sales of its schizophrenia treatment and changes that were part of the health care overhaul.
Shares of the Swiss drug maker Roche fell 3.5percentThursdayafterfter it missed forecasts because of lower sales of its Tamiflu flu drug and waning sales growth of cancer drugs.
But now, it seems, the headiest days of the DVD are over.DreamWorks Animation SKG, a small film studio, recently reported a loss in its second quarter and again said it expected lower full-year earnings in 2005 than it had originally forecast, because of disappointing sales of its film "Shrek 2" on DVD.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com