Normalization is NOT an engineering exercise. The central principle that underlies its rules is that data redundancy, whether repeating groups of attributes, or repeating attribute values, is evidence ...

Yet one more instance of the "from many-to-many to many-to-one-to-many" trick: Normalizing functions. When you build a framework that is parametrized by functions provided by the user, you'd need to ...

Abstract: Video identification in encrypted network traffic has become a challenge for researchers in the past few years. However, the accuracy of the identification depends on various factors. This ...

#' Normalization of cell feature data following two potential strategies included in mxnorm and simpleSeg packages. #' Parallelizing the computation can speed up the process in huge datasets (in the ...

Dr. James McCaffrey of Microsoft Research uses a full code sample and screenshots to show how to programmatically normalize numeric data for use in a machine learning system such as a deep neural ...

Although attention is known to increase the gain of visuocortical responses, its underlying neural computations remain unclear. Here, we use fMRI to test the hypothesis that a neural population’s ...