Application of Discrete Wavelet Transform in Shapelet-Based Classification

Algorithm 1

ShapeletSelection(, , , ).

	Input: a list of time series , , and length shapelet to search for and the maximum number of shapelets to find
	Output: the best shapelets
	1: k shapelets ⟵
	2: for all in do
	3: ⟵
	4: for ⟵ to do
	5: for ⟵ 1 to do
	6: ⟵
	7: for all in do
	8: ⟵
	9: quality ⟵
	10:
	11:
	12:
	13: return