Table 3. Comparative analysis between original and shuffled time series.
D1 | D2 | |||||
Burst type | Original | Shuffled | Variation rate | Original | Shuffled | Variation rate |
One-dimensional | 24.57% | 6.42% | −73.86% | 32.79% | 10.72% | −67.29% |
Disjoint | 18.37% | 14.49% | −21.12% | 25.11% | 21.51% | −14.33% |
Interleaved | 57.06% | 79.08% | +38.60% | 42.10% | 67.77% | +60.95% |
Comparative analysis between original and shuffled time series for each dataset. The shuffled time series was obtained from the original ones by performing a random permutation of the order of text messages and phone calls.