An Efficient Algorithm for the Incremental Updation of Association Rules in Large Databases.
Shiby ThomasSreenath BodagalaKhaled AlsabtiSanjay RankaPublished in: KDD (1997)
Keyphrases
- association rules
- detection algorithm
- dynamic programming
- computational complexity
- k means
- apriori algorithm
- high accuracy
- optimization algorithm
- times faster
- incremental version
- computationally efficient
- theoretical analysis
- np hard
- improved algorithm
- preprocessing
- objective function
- classification algorithm
- recognition algorithm
- expectation maximization
- probabilistic model
- computational cost
- experimental evaluation
- databases
- significant improvement
- search space
- mining algorithm
- data mining
- association rule mining algorithm
- long sequences
- pruning strategy
- learning algorithm
- frequent itemset mining
- cost function
- ant colony optimization
- clustering method
- particle swarm optimization