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Table 2 Evaluation of the efficiency of seabird data: running time (s)

From: Automatic identification of differences in behavioral co-occurrence between groups

 

Segmentation

Clustering

Total

Proposed

4.30

8.10

12.40

w/o symbol

5.98

8.16

14.14

w/o reduce

4.32

\(5.61 \times 10^{5}\)

\(5.61 \times 10^{5}\)

K-means++

–

–

173

HMM

–

–

\(1.28 \times 10^{5}\)