Research on Parallel Incremental Association Rule Algorithm based on Data Stream.
Zheng HuaTao DuShouning QuTao MiPublished in: DATA (2019)
Keyphrases
- preprocessing
- learning algorithm
- incremental version
- parallel implementation
- matching algorithm
- computational cost
- dynamic programming
- data streams
- single pass
- cost function
- particle swarm optimization
- detection algorithm
- genetic algorithm
- k means
- worst case
- itemsets
- association rules
- frequent item sets
- space efficient
- objective function
- frequent itemsets
- apriori algorithm
- incremental learning
- mining algorithm
- optimal solution
- search space