Probabilistic discovery of time series motifs.
Bill Yuan-chi ChiuEamonn J. KeoghStefano LonardiPublished in: KDD (2003)
Keyphrases
- motif discovery
- motif discovery algorithm
- dna sequences
- recurring patterns
- motif finding
- pattern discovery
- probabilistic model
- biological sequences
- data mining tasks
- bayesian networks
- generative model
- data mining
- multiobjective optimization
- data driven
- binding sites
- dynamic time warping
- uncertain data
- temporal patterns
- rule discovery
- posterior probability
- biological networks
- probabilistic logic
- machine learning
- databases