An Efficient Method for Hiding High Utility Itemsets

被引：1

作者：

Bay Vo ^{[1
]}

Lin, Chun-Wei ^{[2
]}

Hong, Tzung-Pei ^{[3
]}

Vu, Vinh V. ^{[4
]}

Minh Nguyen ^{[5
]}

Bac Le ^{[6
]}

机构：

[1] Informat Technol Coll, 12 Trinh Dinh Thao, Tan Phu, Ho Chi Minh, Vietnam

[2] Harbin Inst Technol, Shenzhen Grad Sch, Sch Comp Sci & Technol, Innovat Informat Ind Res Ctr, Harbin, Peoples R China

[3] Natl Univ Kaohsiung, Dept CSIE, Kaohsiung, Taiwan

[4] Univ Food Ind, Ho Chi Minh City, Vietnam

[5] Inst Informat Technol, Ho Chi Minh City, Vietnam

[6] Univ Sci, Ho Chi Minh City, Vietnam

来源：

ADVANCED METHODS AND TECHNOLOGIES FOR AGENT AND MULTI-AGENT SYSTEMS | 2013年 / 252卷

关键词：

data mining; high utility itemset; privacy preserving; utility; DISCOVERY;

D O I：

10.3233/978-1-61499-254-7-356

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper proposes an algorithm to hide quickly high utility sensitive itemsets. To reduce the execution time, when an item from the sensitive itemset is selected, the rated value is calculated from each transaction containing this item and all values which need be hidden are modified at the same time. Experimental results show that the proposed algorithm improves significantly the runtime.

引用

页码：356 / 363

页数：8

共 50 条

[21] Efficient Mining of Short Periodic High-Utility Itemsets
Lin, Jerry Chun-Wei
Zhang, Jiexiong
Fournier-Viger, Philippe
Hong, Tzung-Pei
Chen, Chien-Ming
Su, Ja-Hwung
2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2016, : 3083 - 3088
[22] Efficient Mining of Uncertain Data for High-Utility Itemsets
Lin, Jerry Chun-Wei
Gan, Wensheng
Fournier-Viger, Philippe
Hong, Tzung-Pei
Tseng, Vincent S.
WEB-AGE INFORMATION MANAGEMENT, PT I, 2016, 9658 : 17 - 30
[23] Efficient mining of high utility itemsets from large datasets
Erwin, Alva
Gopalan, Raj P.
Achuthan, N. R.
ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2008, 5012 : 554 - +
[24] Efficient algorithms for mining closed and maximal high utility itemsets
Duong, Hai
Hoang, Tien
Tran, Thong
Truong, Tin
Le, Bac
Fournier-Viger, Philippe
KNOWLEDGE-BASED SYSTEMS, 2022, 257
[25] FTKHUIM: A Fast and Efficient Method for Mining Top-K High-Utility Itemsets
Vu, Vinh V.
Lam, Mi T. H.
Duong, Thuy T. M.
Manh, Ly T.
Nguyen, Thuy T. T.
Nguyen, Le V.
Yun, Unil
Snasel, Vaclav
Vo, Bay
IEEE ACCESS, 2023, 11 : 104789 - 104805
[26] An efficient algorithm to mine high average-utility itemsets
Lin, Jerry Chun-Wei
Li, Ting
Fournier-Viger, Philippe
Hong, Tzung-Pei
Zhan, Justin
Voznak, Miroslav
ADVANCED ENGINEERING INFORMATICS, 2016, 30 (02) : 233 - 243
[27] An efficient method for mining High-Utility itemsets from unstable negative profit databases
Tung, N. T.
Nguyen, Trinh D. D.
Nguyen, Loan T. T.
Vo, Bay
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 237
[28] An efficient algorithm for Hiding High Utility Sequential Patterns
Le, Bac (lhbac@fit.hcmus.edu.vn), 1600, Elsevier Inc. (95):
[29] An efficient algorithm for Hiding High Utility Sequential Patterns
Bac Le
Duy-Tai Dinh
Van-Nam Huynh
Quang-Minh Nguyen
Fournier-Viger, Philippe
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2018, 95 : 77 - 92
[30] Efficient mining of high-utility itemsets using multiple minimum utility thresholds
Lin, Jerry Chun-Wei
Gan, Wensheng
Fournier-Viger, Philippe
Hong, Tzung-Pei
Zhan, Justin
KNOWLEDGE-BASED SYSTEMS, 2016, 113 : 100 - 115

← 1 2 3 4 5 →