Mechanism design for clustering aggregation by selfish systems

Pinata Winoto; Yiu Ming CHEUNG; Jiming LIU

doi:10.1109/ICDM.2007.80

Mechanism design for clustering aggregation by selfish systems

Pinata Winoto^*, Yiu Ming CHEUNG, Jiming LIU

^*Corresponding author for this work

Department of Computer Science

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

1 Citation (Scopus)

Abstract

We propose a market mechanism that can be implemented on clustering aggregation problem among selfish systems, which tend to lie about their correct clustering during aggregation process. Our study is the preliminary step toward the development of robust distributed data mining among selfish systems.

Original language	English
Title of host publication	Proceedings of the 7th IEEE International Conference on Data Mining, ICDM 2007
Pages	703-708
Number of pages	6
DOIs	https://doi.org/10.1109/ICDM.2007.80
Publication status	Published - 2007
Event	7th IEEE International Conference on Data Mining, ICDM 2007 - Omaha, NE, United States Duration: 28 Oct 2007 → 31 Oct 2007

Publication series

Name	Proceedings - IEEE International Conference on Data Mining, ICDM
ISSN (Print)	1550-4786

Conference

Conference	7th IEEE International Conference on Data Mining, ICDM 2007
Country/Territory	United States
City	Omaha, NE
Period	28/10/07 → 31/10/07

Scopus Subject Areas

Engineering(all)

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10.1109/ICDM.2007.80

Cite this

@inproceedings{1abf9b469200469fb9275288c9c59b21,

title = "Mechanism design for clustering aggregation by selfish systems",

abstract = "We propose a market mechanism that can be implemented on clustering aggregation problem among selfish systems, which tend to lie about their correct clustering during aggregation process. Our study is the preliminary step toward the development of robust distributed data mining among selfish systems.",

author = "Pinata Winoto and CHEUNG, {Yiu Ming} and Jiming LIU",

year = "2007",

doi = "10.1109/ICDM.2007.80",

language = "English",

isbn = "0769530184",

series = "Proceedings - IEEE International Conference on Data Mining, ICDM",

pages = "703--708",

booktitle = "Proceedings of the 7th IEEE International Conference on Data Mining, ICDM 2007",

note = "7th IEEE International Conference on Data Mining, ICDM 2007 ; Conference date: 28-10-2007 Through 31-10-2007",

}

Winoto, P, CHEUNG, YM & LIU, J 2007, Mechanism design for clustering aggregation by selfish systems. in Proceedings of the 7th IEEE International Conference on Data Mining, ICDM 2007., 4470314, Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 703-708, 7th IEEE International Conference on Data Mining, ICDM 2007, Omaha, NE, United States, 28/10/07. https://doi.org/10.1109/ICDM.2007.80

Mechanism design for clustering aggregation by selfish systems. / Winoto, Pinata; CHEUNG, Yiu Ming ; LIU, Jiming.
Proceedings of the 7th IEEE International Conference on Data Mining, ICDM 2007. 2007. p. 703-708 4470314 (Proceedings - IEEE International Conference on Data Mining, ICDM).

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

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AU - CHEUNG, Yiu Ming

AU - LIU, Jiming

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SN - 9780769530185

T3 - Proceedings - IEEE International Conference on Data Mining, ICDM

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BT - Proceedings of the 7th IEEE International Conference on Data Mining, ICDM 2007

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Y2 - 28 October 2007 through 31 October 2007

ER -

Mechanism design for clustering aggregation by selfish systems

Abstract

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