Matrix Profile XXVI: Mplots: Scaling Time Series Similarity Matrices to Massive Data.
Maryam ShahcheraghiRyan MercerJoão Manuel De Almeida RodriguesAudrey DerHugo Filipe Silveira GamboaZachary ZimmermanEamonn J. KeoghPublished in: ICDM (2022)
Keyphrases
- massive data
- similarity matrices
- similarity matrix
- data mining applications
- pairwise
- spectral clustering
- similarity measure
- co occurrence
- big data
- kernel matrix
- dynamic time warping
- low rank
- clustering algorithm
- clustering method
- dimension reduction
- linear combination
- singular value decomposition
- databases
- cloud computing
- metadata
- data mining