In today's era, transactional datasets are ubiquitous and continue to grow in size, making it increasingly challenging to mine frequent itemsets efficiently. The Apriori algorithm is a well-known ...

The traditional Apriori algorithm has the problem of low efficiency. It repeatedly scans the transaction database, generates candidate item sets, and mines massive redundant and worthless rules. This ...