Efficiently Mining Frequent Representative Motifs in Large Collections of Time Series.
Stijn J. RotmanBoris CuleLen FeremansPublished in: BigData (2023)
Keyphrases
- motif discovery
- motif discovery algorithm
- motif finding
- dna sequences
- condensed representations
- temporal patterns
- dynamic time warping
- information retrieval
- recurring patterns
- frequent patterns
- non stationary
- document collections
- digital libraries
- data collections
- data mining tasks
- multivariate time series
- metadata
- chronic hepatitis
- data sets
- mining frequent
- subsequence matching
- heterogeneous collections
- sequential data
- mdl principle
- biological sequences
- biological networks
- data mining algorithms
- data mining