Each time a change-point is detected at time ti, a
window of size w will be formed. Change point
detection is when an unusual, non-routine event
occurs. The window will consist of attribute values
from time ti-w+1 to ti. All window slices will be
collected. Once all data has been read, windows
collected will be classified according to unique
characteristics.