Data Processing: Aggregation, Normalization, Reorganization

Aggregation can be customized here:

Data can be normalized locally (min and max are computed for each variable) or globally (min and max of all data):

The order of the variables around the tube can be changed:

The “Bond Energy Algorithm” (BEA) places next to each other variables with similar behavior. So it performs a rearrangement clustering. Another option consists in ordering the variables by the time of the first detected event.