Incremental association rules update algorithm based on the sort compression matrix.
Qian ZhangJianguo WangPublished in: J. Intell. Fuzzy Syst. (2023)
Keyphrases
- association rules
- learning algorithm
- computational complexity
- recognition algorithm
- np hard
- optimization algorithm
- single pass
- apriori algorithm
- objective function
- optimal solution
- k means
- significant improvement
- computational cost
- detection algorithm
- incremental update
- simulated annealing
- worst case
- similarity measure
- data mining
- dynamic programming
- classification algorithm
- incremental algorithms
- convergence rate
- data compression
- incremental learning
- preprocessing
- incremental version
- distance matrix
- times faster
- expectation maximization
- genetic algorithm