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Mechanism Design for Clustering Aggregation by Selfish Systems
Omaha, Nebraska, USA October 28-October 31
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICDM.2007.802007 Seventh IEEE International Confe ...
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Pinata Winoto, Yiu-ming Cheung, Jiming Liu, "Mechanism Design for Clustering Aggregation by Selfish Systems," Data Mining, IEEE International Conference on, pp. 703-708, 2007 Seventh IEEE International Conference on Data Mining, 2007.
 
 
BibTex
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@article{ 10.1109/ICDM.2007.80,
author = {Pinata Winoto and Yiu-ming Cheung and Jiming Liu},
title = {Mechanism Design for Clustering Aggregation by Selfish Systems},
journal ={Data Mining, IEEE International Conference on},
volume = {0},
year = {2007},
issn = {1550-4786},
pages = {703-708},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2007.80},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Data Mining, IEEE International Conference on
TI - Mechanism Design for Clustering Aggregation by Selfish Systems
SN - 1550-4786
SP703
EP708
A1 - Pinata Winoto,
A1 - Yiu-ming Cheung,
A1 - Jiming Liu,
PY - 2007
VL - 0
JA - Data Mining, IEEE International Conference on
ER -
 
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.
Citation:
Pinata Winoto, Yiu-ming Cheung, Jiming Liu, "Mechanism Design for Clustering Aggregation by Selfish Systems," icdm, pp.703-708, 2007 Seventh IEEE International Conference on Data Mining, 2007
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