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Nonetheless, the UPR induction we observe in our model is functionally important because we can significantly increase neurotoxicity of tau when we reduce function of the ER stress system by reducing levels of Xbp1 (Figures 3 and 4).
Algorithm 1 parallelized constructing the reduce function in similarity matrix.
The present paper proposes an alternative way to reduce function evaluation without additional control parameter.
Then the reduce function re-computes the ranking score of the updated intermediate results.
The first part shows the map function and the second part shows the reduce function.
The first step in the reduce function is to group all intermediate results with the same key together.
Method foldMap comes from the scalaz library and is similar to the reduce function described by McBride and Paterson[26].
The output of the reduce function lists keys followed by key-value pairs (term to term-frequencies).
When all data have been fetched, the reduce function is invoked and the output data are stored in the HDFS.
The reduce function updates the cluster centroid coordinate by calculating the average of all points coordinates that belong to it.
The reduce function in our implementation combines those individual item-item pairwise deviation-cardinality tuples to generate the combined value for each item-item pair.
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