An efficient HUIBA Algorithm for Mining High Utility Itemset
2021 ◽
Vol 23
(11)
◽
pp. 566-573
Keyword(s):
Utility Mining is to spot the itemsets with highest utilities, by considering profit, quantity, cost or other user preferences. Mining High Utility itemsets from a transaction database is to seek out itemsets that have utility above a user-specified threshold. Bio inspired algorithm is extremely efficient for mining High Utility Itemset(HUI), but it will not find all HUI in the database and the quality is poor within the number of discovered HUI. A replacement framework using BA algorithm is proposed to rectify this issue. The proposed algorithm is more efficient in terms of quality and convergence speed when put next to other algorithms.
2019 ◽
Vol 76
◽
pp. 268-282
Keyword(s):
2018 ◽
Vol 7
(3.4)
◽
pp. 52
2019 ◽
Vol 8
(6)
◽
pp. 1428-1435
Keyword(s):
2016 ◽
Vol 9
(7)
◽
pp. 147-156
2017 ◽
Vol 7
(5)
◽
pp. 2911
◽
Keyword(s):
Keyword(s):
2016 ◽
Vol 55
◽
pp. 269-284
◽
Keyword(s):