The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code.
Yan ZhuShaghayegh GharghabiDiego Furtado SilvaHoang Anh DauChin-Chia Michael YehNader Shakibay SenobariAbdulaziz AlmaslukhKaveh KamgarZachary ZimmermanGareth J. FunningAbdullah MueenEamonn J. KeoghPublished in: Data Min. Knowl. Discov. (2020)
Keyphrases
- source code
- symmetric matrix
- data mining
- straight line
- least squares
- eigenvalue decomposition
- line drawings
- distance measure
- data mining algorithms
- hough transform
- line segments
- medical data mining
- dynamic time warping
- matrix representation
- pattern extraction
- neural network
- pairwise
- error correcting
- clustering algorithm
- covariance matrix
- case study