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Sandwich-Apriori: A combine approach of Apriori and Reverse-Apriori
2015 Annual IEEE India Conference (INDICON), 2015The problem of generating large frequent itemset for the generation of association rules in the transactional database is considered. Previous work in this field already proposes many algorithms like Apriori, FP-growth, and their variations. Reverse-Apriori which is also a variation of Apriori for finding large frequent itemset in reverse manner, it ...
Tarinder Singh, Manoj Sethi
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Near Candidate-Less Apriori With Tidlists and Other Apriori Implementations
International Journal of Applied Logistics, 2021In this study we implemented four different versions of Apriori, namely, basic and basic multi-threaded, bloom filter, trie, and count-min sketch, and proposed a new algorithm – NCLAT (Near Candidate-Less Apriori with Tidlists). We compared the runtimes and max memory usages of our implementations among each other as well as with the runtime of Borgelt’
Mehmet Bicer +3 more
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