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The suppression of high-frequency noise in the observed data is tackled by designing a box-car window with cosine termination.
Robustness to missing data is tackled by means of simple imputation (data replacement) schemes, such as exponential forecasts and spatial interpolation.
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In [13], the problem of energy saving management of both data centers and mobile connections is tackled.
Here, it is the data stream, instead of any separate symbol, that is tackled by NC.
The frequent absence of recorded PN outcome data could be tackled by implementing a centralized and standardized collection of PN data.
Through its Exacycle project, Google has lent some of its considerable computing muscle to a half-dozen big data problems being tackled in academia.
The above mentioned hurdles related with interpretation of data can be tackled to a great extent by considering fuzzy sets (due to their flexible nature) in place of crisp sets.
The main obstacle, namely the mismatch of test and training data, can be tackled by enhancing the observed speech signals or features in order to meet the training conditions or by compensating for the distorted test conditions in the acoustic model of the ASR system.
In the data-focused approach, Jawbone is tackling how various factors like sleep, weather, nutrition and more affect and are related to each other.
Systematic comparison among TR finding tools and algorithms operating ab initio, that is without support of specific biological data bases has been tackled in recent years (Leclercq et al., 2007; Saha et al., 2008).
The challenge here is that of the paucity of data, and can be tackled with graph estimators that have good small-sample structure recovery properties, such as sparse covariance models [ 47, 48].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com