While China's industry marketing and consumer spending patterns are not necessarily correlated to other industrialized nations, especially the U.S., there are encouraging signs of "normalization" in ...

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 ...

We collected a unique pair of microRNA sequencing data sets for the same set of tumor samples; one data set was collected with and the other without uniform handling and balanced design. The former ...

The world is rapidly advancing towards becoming a fully digital society. At a global level, the amount of data is projected to increase more than fivefold, rising from 33 zettabytes in 2018 to 175 ...