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To defuzzify these fuzzified time series values, an ANN based architecture is developed, and incorporated in the proposed model.
The time series values represent measurements taken every second over the course of 10 years, i.e. (K = 3.16cdot 10^{8}).
Ordering the RL time series values of the 2-year time series in a descending order creates the duration curves.
The time series values itself may either be stored directly in the XML-document (class RegularTimeSeries) or in a separate file with table structure (class RegularTimeSeriesFile).
In addition, time series values outside the time span are simply assumed as zero and such step may bring edge effect to the spectrum, especially for longer periods.
In this scenario, forecasts generated by arbitrary models have a characteristic one step ahead delay with respect to the time series values, so that, there is a time phase distortion in stock market phenomena reconstruction.
Similar(49)
By entering a time series value (x1, x2,…, x n ) in the program, the corresponding values of UF k and UB k could be obtained.
The wind power forecasting error {E i } at time i is obtained from the mean wind power forecasting error μ i, standard deviation σ and the time series value e i are E_{i} = mu_{i} + sigma_{i} e_{i}.
(p_{i}) is the probability to find a time series value in the ith interval, (p_{ij} tau )) is the joint probability that an observation at any time t falls into the ith interval and the observation at time (t+tau ) falls into the jth one.
We describe the design and implementation of a website (http://zulu.geog.ucsb.edu/Data/camera.html) that both provides different display options for archived image review, as well as the ability to chart time-series values extracted for user-specified regions of interest.
The index sensitivity to data attributes is investigated by means of time-series surrogates of known properties (i.e., time-series length, power spectrum shape, and time-series values distribution).
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