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Second order effects in interval valued decision graph models
KTH, School of Information and Communication Technology (ICT), Computer and Systems Sciences, DSV. Mid Sweden University, Sweden .
2005 (English)In: Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2005 - Recent Advances in Artifical Intelligence, 2005, 728-733 p.Conference paper, Published paper (Refereed)
Abstract [en]

Second-order calculations may significantly increase a decision maker's understanding of a decision situation when handling aggregations of imprecise representations, as is the case in decision trees or influence diagrams, while the use of only first-order results gives an incomplete picture. The results apply also to approaches which do not explicitly deal with second-order distributions, instead using only first-order concepts such as upper and lower bounds.

Place, publisher, year, edition, pages
2005. 728-733 p.
Keyword [en]
Data handling, Decision maker's, Influence diagrams, Second-order distributions, Decision making
National Category
Other Computer and Information Science
Identifiers
URN: urn:nbn:se:kth:diva-156558Scopus ID: 2-s2.0-32844466774ISBN: 1577352343 (print)OAI: oai:DiVA.org:kth-156558DiVA: diva2:767406
Conference
Recent Advances in Artifical Intelligence - Eighteenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2005, 15 May 2005 through 17 May 2005, Clearwater Beach, FL, United States
Note

QC 20141201

Available from: 2014-12-01 Created: 2014-12-01 Last updated: 2014-12-01Bibliographically approved

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