A unified view of the apriori-based algorithms for frequent episode discovery.
Avinash AcharSrivatsan LaxmanP. S. SastryPublished in: Knowl. Inf. Syst. (2012)
Keyphrases
- computationally efficient
- learning algorithm
- orders of magnitude
- machine learning algorithms
- data mining algorithms
- frequent patterns
- computational cost
- theoretical analysis
- computational complexity
- computational efficiency
- convergence rate
- frequently occurring
- semi supervised
- worst case
- significant improvement
- data sets
- evolutionary algorithm
- search algorithm
- times faster
- recently developed
- pattern discovery
- episode mining