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16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'04)
Practical Aspects of Efficient Forward Selection in Decomposable Graphical Models
Boca Raton, Florida
November 15-November 17
ISBN: 0-7695-2236-X
ASCII Text
x 
 
Stephan M. Altmueller, Robert M. Haralick, "Practical Aspects of Efficient Forward Selection in Decomposable Graphical Models," Tools with Artificial Intelligence, IEEE International Conference on, pp. 710-715, 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'04), 2004.
 
 
BibTex
x
 
@article{ 10.1109/ICTAI.2004.100,
author = {Stephan M. Altmueller and Robert M. Haralick},
title = {Practical Aspects of Efficient Forward Selection in Decomposable Graphical Models},
journal ={Tools with Artificial Intelligence, IEEE International Conference on},
volume = {0},
year = {2004},
issn = {1082-3409},
pages = {710-715},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICTAI.2004.100},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Tools with Artificial Intelligence, IEEE International Conference on
TI - Practical Aspects of Efficient Forward Selection in Decomposable Graphical Models
SN - 1082-3409
SP710
EP715
A1 - Stephan M. Altmueller,
A1 - Robert M. Haralick,
PY - 2004
KW - null
VL - 0
JA - Tools with Artificial Intelligence, IEEE International Conference on
ER -
 
Stephan M. Altmueller, City University of New York Graduate Center
Robert M. Haralick, City University of New York Graduate Center
In this paper we discuss efficient forward selection in the class of decomposable graphical models. This subclass of graphcial models has a number of desirable properties. The contributions of this paper are twofold. First we improve an existing algorithm by addressing cases previously not considered. Second we extend the algorithm to reflect model graphs with multiple disconnected components. We further present experimental results that apply this approach to a real dataset and discuss its properties. We belief that the presented approach is applicable to a wide area of fields and problems.
Citation:
Stephan M. Altmueller, Robert M. Haralick, "Practical Aspects of Efficient Forward Selection in Decomposable Graphical Models," ictai, pp.710-715, 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'04), 2004
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