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It runs on our improved Hadoop framework and can effectively process the special data with unbalanced keys.
However, as a special type of entity resolution, identity resolution can be very complex due to the special data characteristics of identity records.
The instability analysis (Figure 7A) reveals that, independent of the special data base, several numbers of clusters below twelve lead to stable results.
'Stable' means that the results are invariant against variations of the special data, i.e. if, for instance, another set of data is used that was obtained by the same type of experiment [28].
The blue types are clocked, stateful transistors, green control the ALU and orange control the special data bus (SDB).
To check for differences between the four treatment groups mixed models were applied to consider the special data structure of the cross-over design.
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For large-scale automatic meteorological station network characteristics and requirements of data transmission, the special GPRS data communication terminals designed and the wireless data terminal hardware scheme are given by the authors of article [6].
First, the system compiles the terminology into special data structures for efficient candidate detection and retrieval of all possible word senses of candidate terms.
Besides the gridded data special data sources exist for disasters, including the databases EM-DAT (http://www.emdat.be/) and DesInventar (www.desinventar.net) that provide information regarding various types of disasters, including natural disasters, number of people affected and estimates of economic damages at the regional or country level.
Foreseeing the necessity for special data acquisition remote nodes, on difficult access locations and as close as possible to the experimental devices, motivated the system design.
JKK conceived the project, provided guidance in the study design, made special data analysis, and helped in drafting the manuscript.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com