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Meanwhile, large amount of input data are required to enhance the performance of simulated results.
SAKELLARIOU; ZHAO, 2004 Linear variation to amount of input data size.
Thus, the amount of input data being sent to each node can be reduced to.
Its processing time heavily depends on the amount of input data that needed to be processed.
At the same time, however, it shows the high demands of the probabilistic method on the amount of input data.
The buffer checkout process can handle a huge amount of input data sets by a small buffer space.
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Hence, developing nonlinear features from massive amounts of input data allows the data analysts to benefit from the knowledge available through the massive amounts of data, by applying the learnt knowledge to simpler linear models for further analysis.
Integrated models are mainly mechanistic models or combined with functional models, which are dynamic with spatial and temporal patterns but with complex parameters and large amounts of input data.
In BIGA, an attempt is made to progressively divide the large amounts of input data into small datasets, by iteratively using GA, such as SEBI.
Although promising, these approaches are often hampered by the large amounts of input data required, as well as fundamental uncertainties in model processes such as market elasticities and local land management practices.
In particular, this is the case when uncertainties differ between compounds (because of different types, amounts, or quality of input data), or a combination of those.
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