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Incompletely specified probabilistic networks
Hawaii, USA January 04-January 07
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/HICSS.1995.37561428th Hawaii International Conference ...
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S.F. Roehrig, "Incompletely specified probabilistic networks," Hawaii International Conference on System Sciences, pp. 342, 28th Hawaii International Conference on System Sciences (HICSS'95), 1995.
 
 
BibTex
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@article{ 10.1109/HICSS.1995.375614,
author = {S.F. Roehrig},
title = {Incompletely specified probabilistic networks},
journal ={Hawaii International Conference on System Sciences},
volume = {0},
year = {1995},
issn = {1060-3425},
pages = {342},
doi = {http://doi.ieeecomputersociety.org/10.1109/HICSS.1995.375614},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Hawaii International Conference on System Sciences
TI - Incompletely specified probabilistic networks
SN - 1060-3425
SP
EP
A1 - S.F. Roehrig,
PY - 1995
KW - probabilistic logic; inference mechanisms; decision support systems; uncertainty handling; incompletely specified probabilistic networks; AI; logical models; DSS; random variables; conditional probabilities
VL - 0
JA - Hawaii International Conference on System Sciences
ER -
 
S.F. Roehrig, Heinz Sch., Carnegie Mellon Univ., Pittsburgh, PA, USA
Probabilistic networks, used as an adjunct or alternative to the logical models used in AI and DSS, offer a way to compactly represent a distribution over a set of random variables. Nonetheless, the specification of a given network may require conditional probabilities which are simply unavailable. A means for analyzing incompletely specified networks is presented, and some general rules are derived from the application of the method to some simple networks.
Index Terms:
probabilistic logic; inference mechanisms; decision support systems; uncertainty handling; incompletely specified probabilistic networks; AI; logical models; DSS; random variables; conditional probabilities
Citation:
S.F. Roehrig, "Incompletely specified probabilistic networks," hicss, pp.342, 28th Hawaii International Conference on System Sciences (HICSS'95), 1995
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