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First International Conference on Availability, Reliability and Security (ARES'06)
Dependability in Data Mining: A Perspective from the Cost of Making Decisions
Vienna, Austria
April 20-April 22
ISBN: 0-7695-2567-9
ASCII Text
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H. Michael Chung, "Dependability in Data Mining: A Perspective from the Cost of Making Decisions," Availability, Reliability and Security, International Conference on, pp. 944-949, First International Conference on Availability, Reliability and Security (ARES'06), 2006.
 
 
BibTex
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@article{ 10.1109/ARES.2006.49,
author = {H. Michael Chung},
title = {Dependability in Data Mining: A Perspective from the Cost of Making Decisions},
journal ={Availability, Reliability and Security, International Conference on},
volume = {0},
year = {2006},
isbn = {0-7695-2567-9},
pages = {944-949},
doi = {http://doi.ieeecomputersociety.org/10.1109/ARES.2006.49},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Availability, Reliability and Security, International Conference on
TI - Dependability in Data Mining: A Perspective from the Cost of Making Decisions
SN - 0-7695-2567-9
SP944
EP949
A1 - H. Michael Chung,
PY - 2006
KW - data mining
KW - dependability
KW - error type
KW - decision making cost
KW - distributed data mining.
VL - 0
JA - Availability, Reliability and Security, International Conference on
ER -
 
H. Michael Chung, California State University, Long Beach
This study describes the cost involved in maintaining dependability that involves availability, reliability, and security. The comparison of the cost as well as the need to get additional data set to improve the predictive accuracy is fundamentally an economic and policy decision. It is also highly dependent on the nature of the task. For the tasks that deal with massive data sets and/or the tasks often require real time decision making are the ones that would benefit from the cost perspective.
Index Terms:
data mining, dependability, error type, decision making cost, distributed data mining.
Citation:
H. Michael Chung, "Dependability in Data Mining: A Perspective from the Cost of Making Decisions," ares, pp.944-949, First International Conference on Availability, Reliability and Security (ARES'06), 2006
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