Matrix Profile XXII: Exact Discovery of Time Series Motifs under DTW.
Sara AlaeeKaveh KamgarEamonn J. KeoghPublished in: ICDM (2020)
Keyphrases
- dynamic time warping
- motif discovery
- motif discovery algorithm
- distance measure
- recurring patterns
- dna sequences
- pattern discovery
- motif finding
- data mining tasks
- similarity search
- similarity measure
- binding sites
- subsequence matching
- non stationary
- user profiles
- rule discovery
- covariance matrix
- matrix representation
- neural network
- multiobjective optimization
- biological sequences
- multivariate time series
- scientific discovery
- mdl principle
- computational biology
- linear algebra
- discovery process
- gene expression
- data mining algorithms
- nearest neighbor
- knowledge discovery
- web services