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

[1] An efficient algorithm for hiding sensitive-high utility itemsets
Trieu, Vy Huynh
Quoc, Hai Le
Ngoc, Chau Truong
INTELLIGENT DATA ANALYSIS, 2020, 24 (04) : 831 - 845
[2] Efficient privacy preserving algorithms for hiding sensitive high utility itemsets
Ashraf, Mohamed
Rady, Sherine
Abdelkader, Tamer
Gharib, Tarek F.
COMPUTERS & SECURITY, 2023, 132
[3] Efficient hiding of confidential high-utility itemsets with minimal side effects
Lin, Jerry Chun-Wei
Hong, Tzung-Pei
Fournier-Viger, Philippe
Liu, Qiankun
Wong, Jia-Wei
Zhan, Justin
JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2017, 29 (06) : 1225 - 1245
[4] An efficient method for mining high utility closed itemsets
Nguyen, Loan T. T.
Vu, Vinh V.
Lam, Mi T. H.
Duong, Thuy T. M.
Manh, Ly T.
Nguyen, Thuy T. T.
Vo, Bay
Fujita, Hamido
INFORMATION SCIENCES, 2019, 495 : 78 - 99
[5] An Efficient Method for Mining Closed Potential High-Utility Itemsets
Vo, Bay
Nguyen, Loan T. T.
Bui, Nguyen
Nguyen, Trinh D. D.
Huynh, Van-Nam
Hong, Tzung-Pei
IEEE ACCESS, 2020, 8 (08): : 31813 - 31822
[6] An efficient method for mining multi-level high utility Itemsets
N. T. Tung
Loan T. T. Nguyen
Trinh D. D. Nguyen
Bay Vo
Applied Intelligence, 2022, 52 : 5475 - 5496
[7] An efficient method for mining multi-level high utility Itemsets
Tung, N. T.
Nguyen, Loan T. T.
Nguyen, Trinh D. D.
Bay Vo
APPLIED INTELLIGENCE, 2022, 52 (05) : 5475 - 5496
[8] H-FHAUI: Hiding frequent high average utility itemsets
Le, Bac
Truong, Tin
Duong, Hai
Fournier-Viger, Philippe
Fujita, Hamido
INFORMATION SCIENCES, 2022, 611 : 408 - 431
[9] Efficient Vertical Mining of High Utility Quantitative Itemsets
Li, Chia Hua
Wu, Cheng-Wei
Tseng, Vincent S.
2014 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING (GRC), 2014, : 155 - 160
[10] An efficient structure for fast mining high utility itemsets
Zhi-Hong Deng
Applied Intelligence, 2018, 48 : 3161 - 3177

← 1 2 3 4 5 →