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Decideit 3.0 : Software for Second-Order Based Decision Evaluations

Danielson, Mats (author)
Stockholms universitet,Institutionen för data- och systemvetenskap,Stockholm Univ, Dept Comp & Syst Sci, Stockholm, Sweden.
Ekenberg, Love (author)
International Institute for Applied Systems Analysis, Austria,Int Inst Appl Syst Anal, Laxenburg, Austria.
Larsson, Aron (author)
Mittuniversitetet,Institutionen för informationssystem och –teknologi
 (creator_code:org_t)
JMLR-JOURNAL MACHINE LEARNING RESEARCH, 2019
2019
English.
In: Proceedings of Machine Learning Research. - : JMLR-JOURNAL MACHINE LEARNING RESEARCH. ; , s. 121-124, s. 121-124
  • Conference paper (peer-reviewed)
Abstract Subject headings
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  • In this paper, we discuss representation and evaluation in the DecideIT 3.0 decision tool which is based on a belief mass interpretation of the background information. The decision components are imprecise in terms of intervals and qualitative estimates and we emphasise how multiplicative and additive aggregations influence the resulting belief distribution over the expected values.

Subject headings

NATURVETENSKAP  -- Data- och informationsvetenskap -- Systemvetenskap, informationssystem och informatik (hsv//swe)
NATURAL SCIENCES  -- Computer and Information Sciences -- Information Systems (hsv//eng)
NATURVETENSKAP  -- Data- och informationsvetenskap (hsv//swe)
NATURAL SCIENCES  -- Computer and Information Sciences (hsv//eng)

Keyword

Belief distribution
decision analysis
bounded Dirichlet
skew-normal distribution
data- och systemvetenskap
Computer and Systems Sciences

Publication and Content Type

ref (subject category)
kon (subject category)

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Danielson, Mats
Ekenberg, Love
Larsson, Aron
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NATURAL SCIENCES
NATURAL SCIENCES
and Computer and Inf ...
and Information Syst ...
NATURAL SCIENCES
NATURAL SCIENCES
and Computer and Inf ...
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Stockholm University
Mid Sweden University

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