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This layer is responsible for: (1) checkpointing tasks to account for task failure and allow restarts in remote nodes, without any source code modification, through the use of VMs; (2) providing different options for partitioning input data, chosen by the user; (3) local sampling at the server (more details afterwards in this section), for validation purposes.
Because of the difficulty of choosing an appropriate performance measure for annotation interfaces (as described above), the only parameter taken into account for Task II was the time employed to complete the curation of 50 abstracts.
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We discuss potential reasons and suggest extensions to visual attention models to better account for task-based visual analysis.
Two major deficits of limiting assessment to image quality metrics is that they do not account for task-relevant information and are not always predictive of human performance (Smeelen, Schwering, Toet, & Loog, 2014).
Simple, straightforward algorithms of calculations are presented that account for tasks with multiple utilities, forbidden matches and nonpoint utilities.
Because fluency and originality reflect two different indicators that were assessed using the same six tasks, error correlations were free to vary between each pair of indicators in order to account for task-specific variance (e.g. the error term of AUf1 was allowed to correlate with the error of AUo1).
We make strong comparisons between the Australian datasets [ 13, 15, 27] and our own data from ICUs as we used nearly identical data definitions, with minor changes to account for tasks specific to the two units participating in our study and those tasks specific to the respiratory therapist and unit clerk roles, which were not assessed previously.
In [15], authors have presented an online scheduling scheme that aims to minimize the average task queuing delay while accounting for task execution times.
However, upon accounting for task accuracy in an ANCOVA this network was no longer significant.
More than two-thirds of respondents stated that task shifting to nurses and midwives took place in their country, yet less than half stated that regulations for practice and education accounted for task shifting.
Those papers make almost the exact same distinction where model-based learning accounts for tasks like adaptation, whereas model-free mechanisms account for "skill learning" tasks.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com