Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile.
Chin-Chia Michael YehYan ZhuLiudmila UlanovaNurjahan BegumYifei DingHoang Anh DauZachary ZimmermanDiego Furtado SilvaAbdullah MueenEamonn J. KeoghPublished in: Data Min. Knowl. Discov. (2018)
Keyphrases
- data mining tasks
- motif discovery
- symbolic representation
- motif discovery algorithm
- recurring patterns
- query optimization
- temporal patterns
- data mining applications
- singular value decomposition
- data mining
- sql queries
- dynamic time warping
- data mining algorithms
- stock market
- dna sequences
- low rank
- non stationary
- join algorithms
- novelty detection
- databases
- temporal information
- microarray
- user profiles
- multivariate time series
- knowledge discovery
- data streams