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A novel non-parametric method for time series classification based on k-Nearest Neighbors and Dynamic Time Warping Barycenter Averaging.
Tuan Minh Tran
Xuan-May Thi Le
Hien T. Nguyen
Van-Nam Huynh
Published in:
Eng. Appl. Artif. Intell. (2019)
Keyphrases
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dynamic time warping
k nearest neighbor
knn
nearest neighbor
similarity measure
classification algorithm
neural network
dynamic programming
similarity search
distance function
euclidean distance
support vector machine
distance metric
nearest neighbor classifier