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The likelihood term in Equation 10 models the data association process.
Time-series analysis on the other hand models the data as an ordered sequence of values.
It can be observed from this figure that the mono-exponential fit adequately models the data.
To facilitate their use in computational models, the data are being interfaced with GENESIS.
In order to simulate the practical application of the ANN models, the data was divided into training and testing subsets.
The closer the value of Rs2 is to 1, the better the linear regression models the data.
(d) Graph-database models the data as graphs and focuses more on the relationships between data units.
Expectation Maximization models the data as mixture of Gaussians, i.e. each cluster is represented by one Gaussian distribution.
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In order to be able to validate the predictive ability of the estimated models, the data-set was split to an estimation part and a validation part.
This paper models the data-loss condition based on a stochastic approach, thus, it yields [38]: y_{Fi}(t)=alpha_{i}left tright) y_{i}(t),iinmathcal{N} (9) Fig. 1 The ith subsystem with unreliable communication network.
PT processed and modelled the data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com