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The batches are characterized by uneven length, non-reproducible sequence of processing steps, and scarce number of measurements for the quality indicators with uneven sampling of (and lag on) these variables.
However, nowadays big data analytics (BDA) is able to deliver predictions based on executing a sequence of processing while seemingly abstaining from being theoretically informed about the subject matter.
Indeed, theoretical work has proposed a complex sequence of processing steps such as sublexical encoding of the visual language stimulus and subsequent lexical access [ 31].
Finally, the reviewer was concerned about the need for further discussion to indicate whether the authors' prior views of a fundamentally different circuit organization leading to a different laminar sequence of processing for motor cortex (as compared to sensory cortex) is now in need of revision.
To increase our understanding of the sequence of processing stages underlying complex cognitive tasks, termed "mental chronometry" (Posner 1978), we have combined the temporal resolution of ERPs with the spatial resolution of fMRI using an fMRI-guided source analysis approach (Scherg and Berg 1991, 1996; Bledowski et al. 2006).
However, the question addressed here is: How to address the epistemological challenges in the process of BDA? Accordingly, we analyze the sequence of processing in BDA and seek to identify the various needs of theoretically informing BDA throughout all of its steps.
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Pipelines in our approach consist of sequences of processing steps that receive XML-structured data and produce, often through calls to "black-box" (scientific) functions, modified (i.e., updated) XML structures.
Pipelines contain sequences of processing stages and must at least have one import service.
The higher affinity of SMARCAL1 and TIPIN for RPA32C compared to the DNA repair proteins may play a role in the sequence of DNA processing events at DNA damage sites where RPA orchestrates the recruitment of multiple proteins.
Summary statistics for sequence data at different stages of processing.
The camera (Insight-Micro 1400 from Cognex Corporation) contains an internal Digital Signal Processor that executes the image processing algorithms - a sequence of image processing operations to acquire, enhance and analyze the raw image from the camera as follows.
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