Fast and Scalable Mining of Time Series Motifs with Probabilistic Guarantees.
Matteo CeccarelloJohann GamperPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- motif discovery
- data mining tasks
- periodic patterns
- recurring patterns
- pattern discovery
- mining algorithm
- bayesian networks
- text mining
- sequential patterns
- web mining
- data mining
- temporal events
- non stationary
- probabilistic model
- knowledge discovery
- data mining methods
- dna sequences
- probabilistic logic
- motif discovery algorithm
- data mining algorithms
- discrete valued
- uncertain databases
- sequential pattern mining
- data mining techniques
- temporal patterns
- uncertain data
- frequent itemset mining
- sequence databases
- sequence data
- website
- neural network
- periodicity detection
- frequent patterns