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Title: :  A MINING STRATEGY FOR MULTIPLE HIGH UTILITY ITEMSET
PaperId: :  4626
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 2 2017
DUI:    16.0415/IJARIIE-4626
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Prof.S.KrishnamoorthiBharathiyar college of Engineering and Technology
R.SuganyaaBharathiyar college of Engineering and Technology

Abstract

Computer Engineering
Frequent itemset mining High utility itemsets, Top-K Utility item sets, Top-K utility item sets in One phase
High utility item sets (HUIs) mining is an emerging topic in data mining, which refers to discovering all itemsets having a utility meeting a user-specified minimum utility threshold min_util. Mining high utility itemsets from a transactional database refers to the discovery of itemsets with high utility like profits. The process of finding an appropriate High utility itemset based on threshold is a tedious process for users. If threshold is set too low, too many HUIs will be generated, which may cause the mining process to be very inefficient. On the other hand, if threshold is set too high, it is likely that no HUIs will be found. In this paper, the above issues overcome by proposing a new framework for Extended-top-k based on Frequent Itemset Mining(FIM) and High-Utility Itemset Mining(HUIM), where k is the desired number of HUIs to be mined. Two types of efficient algorithms named TKUI (mining Top-K Utility item sets) and TKOI (mining Top-K utility item sets in one phase) are proposed for mining such item sets without the need to set threshold.

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IJARIIE Prof.S.Krishnamoorthi, and R.Suganyaa. "A MINING STRATEGY FOR MULTIPLE HIGH UTILITY ITEMSET" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 2 2017 Page 3465-3470
MLA Prof.S.Krishnamoorthi, and R.Suganyaa. "A MINING STRATEGY FOR MULTIPLE HIGH UTILITY ITEMSET." International Journal Of Advance Research And Innovative Ideas In Education 3.2(2017) : 3465-3470.
APA Prof.S.Krishnamoorthi, & R.Suganyaa. (2017). A MINING STRATEGY FOR MULTIPLE HIGH UTILITY ITEMSET. International Journal Of Advance Research And Innovative Ideas In Education, 3(2), 3465-3470.
Chicago Prof.S.Krishnamoorthi, and R.Suganyaa. "A MINING STRATEGY FOR MULTIPLE HIGH UTILITY ITEMSET." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 2 (2017) : 3465-3470.
Oxford Prof.S.Krishnamoorthi, and R.Suganyaa. 'A MINING STRATEGY FOR MULTIPLE HIGH UTILITY ITEMSET', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, 2017, p. 3465-3470. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_MINING_STRATEGY_FOR_MULTIPLE_HIGH_UTILITY_ITEMSET_ijariie4626.pdf (Accessed : ).
Harvard Prof.S.Krishnamoorthi, and R.Suganyaa. (2017) 'A MINING STRATEGY FOR MULTIPLE HIGH UTILITY ITEMSET', International Journal Of Advance Research And Innovative Ideas In Education, 3(2), pp. 3465-3470IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_MINING_STRATEGY_FOR_MULTIPLE_HIGH_UTILITY_ITEMSET_ijariie4626.pdf (Accessed : )
IEEE Prof.S.Krishnamoorthi, and R.Suganyaa, "A MINING STRATEGY FOR MULTIPLE HIGH UTILITY ITEMSET," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, pp. 3465-3470, Mar-App 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_MINING_STRATEGY_FOR_MULTIPLE_HIGH_UTILITY_ITEMSET_ijariie4626.pdf [Accessed : ].
Turabian Prof.S.Krishnamoorthi, and R.Suganyaa. "A MINING STRATEGY FOR MULTIPLE HIGH UTILITY ITEMSET." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 2 ().
Vancouver Prof.S.Krishnamoorthi, and R.Suganyaa. A MINING STRATEGY FOR MULTIPLE HIGH UTILITY ITEMSET. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 3(2) : 3465-3470. Available from: http://ijariie.com/AdminUploadPdf/A_MINING_STRATEGY_FOR_MULTIPLE_HIGH_UTILITY_ITEMSET_ijariie4626.pdf
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