Identification of Partitions in a Homogeneous Activity Group Using Mobile Devices

Algorithm 1

Compute PDF.

Input: time series , time series length , window size , distribution function type

Output: series of mixture model parameters

() for    do

()  Use expectation maximization [12] to calculate the parameters of for values to in the vector of time

   series ;

()  ;

() end for