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pro vyhledávání: '"Mahoney, Suzanne"'
Like any large system development effort, the construction of a complex belief network model requires systems engineering to manage the design and construction process. We propose a rapid prototyping approach to network engineering. We describe crite
Externí odkaz:
http://arxiv.org/abs/1302.3591
In most current applications of belief networks, domain knowledge is represented by a single belief network that applies to all problem instances in the domain. In more complex domains, problem-specific models must be constructed from a knowledge bas
Externí odkaz:
http://arxiv.org/abs/1302.1557
This paper describes a process for constructing situation-specific belief networks from a knowledge base of network fragments. A situation-specific network is a minimal query complete network constructed from a knowledge base in response to a query f
Externí odkaz:
http://arxiv.org/abs/1301.7399
This paper extends previous work with network fragments and situation-specific network construction. We formally define the asymmetry network, an alternative representation for a conditional probability table. We also present an object-oriented repre
Externí odkaz:
http://arxiv.org/abs/1301.6717
This paper considers the problem of knowledge-based model construction in the presence of uncertainty about the association of domain entities to random variables. Multi-entity Bayesian networks (MEBNs) are defined as a representation for knowledge i
Externí odkaz:
http://arxiv.org/abs/1301.2287
Autor:
Aebischer, David, Vatterott, John, Grimes, Michael, Vatterott, Andrew, Jordan, Roderick, Reinoso, Carlo, Baker, Bradford Alex, Aldrich, William D., Reinoso, Luis, Villalba, Rodolfo, Johnson, Michael, Myers, Christopher, Conrady, Stefan, Tatman, Joseph A., Mahoney, Suzanne M., Whaley, Darrin L., Hepler, Amanda B.
Publikováno v:
Interfaces, 2017 Jan 01. 47(1), 85-105.
Externí odkaz:
https://www.jstor.org/stable/45154219
Publikováno v:
In Reliability Engineering and System Safety December 2012 108:77-89
Akademický článek
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Publikováno v:
IEEE Transactions on Knowledge & Data Engineering. Jul/Aug2000, Vol. 12 Issue 4, p487. 12p. 2 Black and White Photographs, 5 Diagrams, 3 Charts.