Exact(1)
Venezuela's oil-dependent economy is again forecast to perform abysmally in 2016.
Similar(59)
The analysis has consisted on the application of different data mining techniques to extract useful knowledge, traffic forecasting methods to perform accurate predictions, and statistical analyses to model and validate the system reliability (comparing to other real data sources).
A virtual environment instance was established running Redhat Linux (Kernel version 2.6.18-348.4.1.el5) with 16 cores (Intel Xeon 2.70GHz processors) and 16 GB of memory, and using the R Studio Server 0.99.447 [20], R base 3.2.3 [1], zoo 1.7.12 [21], ggplot2 1.0.1 [22], reshape 0.8.5 [23], and forecast 6.1 [16] packages to perform the analysis.
In the kNN algorithm, the syndrome diagnosis of CHD is split into several single label problems to perform forecast, then the results are combined.
Reservoir simulation is an important tool for reservoir studies because it enables the testing of production strategies and to perform forecasts.
Of all possible 1-h time periods available in the test set, 100 random hourly periods were selected to perform forecasts.
That is, given a time series, our proposal (EDFM – Evolutionary Design of Forecasting Models) qualitatively and quantitatively identifies a competitive model to perform the forecasting task.
A model with a good accuracy metric does not necessarily equate to good forecast accuracy as models tend to perform better on the data on which the model was developed rather than on new data.
We use θt−1 to perform the forecast of N t, which was estimated to fit Nt−1 based on N t 0 − 1, t − 2. Thus, it is a true forecast in that the TERGM used to predict N t has only been trained on the series of networks up to t − 1.
According to our model, few requirements are needed to perform the forecast of a possible HO in the near future: knowledge of the cells' locations and geometries; knowledge of user's position (e.g., through GPS); knowledge of when and where the user changed direction of movement and speed for the last time (e.g., through inertial sensors).
In particular, researchers and engineers of technologies related to energy systems should be able to perform the forecasting and roadmapping of future energy systems and indicate quantitative results of scenario analyses.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com