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Title: :  Survey on techniques of High Utility Mining
PaperId: :  2701
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2701
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
archana Kisan derespcoe,dumbarwadi
Prof ..S.A.Kahatespcoe,dumbarwadi

Abstract

computer Engg.
Frequent Itemset mining, Closed High Utility Itemset , Utility mining
Frequent Itemset mining is essential in data mining and its popular application is market basket analysis. Traditional FIM model produce large number of frequent but low revenue itemset and lose information on valuable itemset with low selling frequencies. Utility mining is essential to avoid this. Discovery of high utility itemset (e.g. high profit,weight) from database is an important task. However, discovered HUIs may not be compact in size which degrades efficiency of mining process. To achieve efficiency, some compact representations available such as free sets, non-derivable sets and closed itemsets. Mining closed high utility itemsets serves as a compact and lossless representation of HUIs. To achieve this, algorithm CHUD (Closed High Utility Itemset Discovery) is proposed in literature. Organizations mine huge data to generate HUI. Organizations conducting business have to suffer the huge data mining computation and storage overhead. To avoid the computation burden of mining enormous data, there is a scope to outsource this task to another party. But outsourced party may not be trustworthy so there’s the need of preservation of data privacy from outsourced party. Various privacy preservation techniques are available in literature. And instead of mining whole database again for getting HUIs, by using techniques from [10] we can also recover all HUI’s from the concise representation. In this paper we have studied different techniques available for the compact representation of HUIs.

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IJARIIE archana Kisan dere, and Prof ..S.A.Kahate. "Survey on techniques of High Utility Mining" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 3975-3982
MLA archana Kisan dere, and Prof ..S.A.Kahate. "Survey on techniques of High Utility Mining." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 3975-3982.
APA archana Kisan dere, & Prof ..S.A.Kahate. (2016). Survey on techniques of High Utility Mining. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 3975-3982.
Chicago archana Kisan dere, and Prof ..S.A.Kahate. "Survey on techniques of High Utility Mining." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 3975-3982.
Oxford archana Kisan dere, and Prof ..S.A.Kahate. 'Survey on techniques of High Utility Mining', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 3975-3982. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Survey_on_techniques_of_High_Utility_Mining_ijariie2701.pdf (Accessed : 13 December 2021).
Harvard archana Kisan dere, and Prof ..S.A.Kahate. (2016) 'Survey on techniques of High Utility Mining', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 3975-3982IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Survey_on_techniques_of_High_Utility_Mining_ijariie2701.pdf (Accessed : 13 December 2021)
IEEE archana Kisan dere, and Prof ..S.A.Kahate, "Survey on techniques of High Utility Mining," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 3975-3982, May-Jun 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/Survey_on_techniques_of_High_Utility_Mining_ijariie2701.pdf [Accessed : 13 December 2021].
Turabian archana Kisan dere, and Prof ..S.A.Kahate. "Survey on techniques of High Utility Mining." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 (13 December 2021).
Vancouver archana Kisan dere, and Prof ..S.A.Kahate. Survey on techniques of High Utility Mining. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 13 December 2021]; 2(3) : 3975-3982. Available from: https://ijariie.com/AdminUploadPdf/Survey_on_techniques_of_High_Utility_Mining_ijariie2701.pdf
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