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However, big data will also inevitably bring new issues, such as the uncertainty of data sources.
The Lorentzian bandwidth is mainly contributed by the natural linewidth and partly from the uncertainty of data fitting (0.3 cm-1) and instrumental uncertainty (0.9 cm-1).
Shortly afterward, Kumar et al. [10] propose an algorithm (MMeR) which use the basic rough set concepts to handle categorical attribute values as well as the uncertainty of data sets in 2009.
The most fundamental challenge for Big Data extraction is to handle the uncertainty of data to meet emerging business needs, such as marketing analysis, future prediction and decision making.
Considering that we are dealing with inaccurate data obtained from different experiments [9], [10], the uncertainty of data and noise inherent in each experiment must be efficiently managed by systematically weighing or scoring these functional associations [11].
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The uncertainties of data from these two different methods were analyzed, and mechanism of defense against systematic error of Randomization and Repetition in the MDOE method was studied.
This approach accommodates the uncertainty of genotype data in statistic calculations and intrinsically deals with missing data and variable depth of loci that are common in next-generation sequencing experiments (Korneliussen et al. 2013).
The uncertainty of measured data included in the goodness-of-fit indicators is a more realistic method to evaluate model performance and data sets.
Weighing the allure of instant brain-boosting against the uncertainty of conflicting data and negative studies, the sports world responded with the wide-eyed optimism of Lloyd Christmas, half of the half-witted duo in "Dumb and Dumber": "So you're telling me there's a chance".
The analysis does not take into consideration the uncertainty of the data.
Overcoming the uncertainty of qualitative data, the ranking process is accomplished by fuzzy TOPSIS.
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