Second order effects in interval valued decision graph models
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 (Refereed)
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.
Data handling, Decision maker's, Influence diagrams, Second-order distributions, Decision making
Other Computer and Information Science
IdentifiersURN: urn:nbn:se:kth:diva-156558ScopusID: 2-s2.0-32844466774ISBN: 1577352343OAI: oai:DiVA.org:kth-156558DiVA: diva2:767406
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
QC 201412012014-12-012014-12-012014-12-01Bibliographically approved