Figure 1: Two time series pairs. Each pair has the reference time series on the left...

  

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Figure 1: Two time series pairs. Each pair has the reference time series on the left and the query/test time series on the right. Please note, the query time series in the right pair is scaled by a factor of 10. (a) Given the time series pair on the left (Figure 1(a)), what is the dynamic time warping measure? (Please show your work)[15 points] -2.99-[(0, 0), (1, 0), (1, 1), (1, 2), (1, 3), (1, 4). (1, 5), 12, 5), (3, 51. (4, 5), (4, 6)] -0.08 8.04 0.07 01 0.66 0.38 0.68 0.71 6.39 0.43 0.35 0.27 0.12 0.09 0:11 031 Figure 2: Solution. 100 8 -0.31 1.01 0.31 0,34 0.02 -0.6 -0,4 -0.2 0.0 -0.2 -0.4 1. Dynamic Time Warping [30 points] 1.0- 0.9- 0.8 0.7- 0.6 0.5 0.4- 0.3- 0.2- 0 65 1 97 0.9 2 10.63 3 reference 0.31 4 0.32 5 6 0.9 0.8 0.7- 0.6 0.5 0.4- 0.3 18 0.87 0 (a) regular. 1 0.26 0.48 2 0.86 query 063 1.0 0.9 0.8 0.7 0.6- 0.5- 0.4 0.3- 0.2 .65 0 0.97 1 0.9 2 0.63 3 reference 1.95 0.32 4 5 18 00 7- c 10 → 1 6 (b) 10x. 0 1 56 4.8 3 1.55 query 627 Figure 1: Two time series pairs. Each pair has the reference time series on the left and the query/test time series on the right. Please note, the query time series in the right pair is scaled by a factor of 10. (a) Given the time series pair on the left (Figure 1(a)), what is the dynamic time warping measure? (Please show your work)[15 points] -2.99-[(0, 0), (1, 0), (1, 1), (1, 2), (1, 3), (1, 4). (1, 5), 12, 5), (3, 51. (4, 5), (4, 6)] -0.08 8.04 0.07 01 0.66 0.38 0.68 0.71 6.39 0.43 0.35 0.27 0.12 0.09 0:11 031 Figure 2: Solution. 100 8 -0.31 1.01 0.31 0,34 0.02 -0.6 -0,4 -0.2 0.0 -0.2 -0.4 1. Dynamic Time Warping [30 points] 1.0- 0.9- 0.8 0.7- 0.6 0.5 0.4- 0.3- 0.2- 0 65 1 97 0.9 2 10.63 3 reference 0.31 4 0.32 5 6 0.9 0.8 0.7- 0.6 0.5 0.4- 0.3 18 0.87 0 (a) regular. 1 0.26 0.48 2 0.86 query 063 1.0 0.9 0.8 0.7 0.6- 0.5- 0.4 0.3- 0.2 .65 0 0.97 1 0.9 2 0.63 3 reference 1.95 0.32 4 5 18 00 7- c 10 → 1 6 (b) 10x. 0 1 56 4.8 3 1.55 query 627