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The experimental results on real world examples and simulated test cases demonstrate the excellent performance of our strategy in the forecasting of activity duration intervals for both long-duration and short-duration activities in comparison to some representative time-series forecasting strategies in traditional workflow systems.
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In the event of an accidental atmospheric release of radionuclides from a nuclear power plant, accurate real-time forecasting of the activity concentrations of radionuclides is acutely required by the decision makers for the preparation of adequate countermeasures.
Applying ANN for modeling can render pre-mentioned problems and facilitate the forecasting of catalyst activity.
These information trends can be of interest for planning, forecasting of economic activity, tourism, or transportation [26].
Eruption rates averaged over a volcano's lifetime (Crisp 1984; Tomiya 1991; White et al. 2006) do not necessarily permit the forecasting of volcanic activity by simple extrapolation of these mean values.
For the efficient monitoring of eruptions and forecasting of future activity based on monitoring data, it is essential to investigate the magma supply system and eruption mechanisms by analyzing observational data from the major eruptions at the beginning of the 2011 activity.
The Conference Board's monthly forecast of economic activity increased 0.3percentt in December.
The Conference Board's monthly forecast of economic activity fell 0.4percentt last month, slightly better than the 0.6percentt decline economists expected.
The 0.5percentt rise in the Conference Board's index of leading indicators, a forecast of economic activity, was larger than the 0.4 percent that analysts had expected.
WASHINGTON (AP) — A private forecast of economic activity over the next six months edged up less than expected in October, signaling slow growth next year.
A private forecast of economic activity, released on Monday, rose in August for the fifth consecutive month, the latest sign the recession may be ending.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com