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To address the question whether the richer, multiple-knockouts annotation actually carries more valid biological information than the single-knockout analogue, we perform a hierarchical clustering of tasks, represented by their gene annotation vectors given in the data presented in Figure 4.
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The data set supporting the results of this article is included within the article and its Additional files 1 and 2. aNote that the patient sample was smaller for this cluster of tasks (n = 33) due to later inclusion of the Arabic digits comparison task.
The remaining six images in Figure 7a forms another two clusters, where one cluster consists of tasks 4 to 6 and the other is composed of tasks 7 to 9.
In addition, we did not notice any specific anatomical localisation or clustering of our task-related neurons, nor were there any differences in the firing characteristics of these neurons.
To-Do lists have been pilloried for many reasons, the most important of which is that clustering large numbers of tasks together masks what's really important.
For both estimation methods, robust standard errors are estimated to account for clustering of multiple choice tasks within each respondent [ 50, 51].
It involves many common classes of tasks (clustering, classification, association rules [2] etc).
The decrease of the NBRP under Hadoop is actually related to the VPPT instead of the RPC, because when the fluctuation of slot processing times increases, the whole cluster of 1000 task slots becomes slightly less heterogeneous due to the fact that the base slot processing times are evenly distributed within a fixed range.
The main contribution of this paper is the introduction of a feature set based on SVD of the AS on the basis of which, e.g., classification and clustering tasks of non-stationary signals can be performed.
Both midwives and nurses have similar, high levels of training needs, which cluster together in comparable groups of tasks.
The DEF Storage is currently implemented as a file system and therefore results in a directory structure like the following: The DEF enables a client to execute a program consisting of a sequence of jobs that are executed sequentially within a compute cluster, while the jobs may consist of tasks being executed in parallel at the workers of the cluster.
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CEO of Professional Science Editing for Scientists @ prosciediting.com