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On learning of choice models with interactive attributes
(IEEE Computer Society, 2016)
Introducing recent advances in the machine learning techniques to state-of-the-art discrete choice models, we develop an approach to infer the unique and complex decision making process of a decision-maker (DM), which is ...
Learning attitudinal decision model through pair-wise preferences
(Emerald Publishing Limited, 2018)
This paper aims to learn a decision-maker’s (DM’s) behavioral process that is characterized in terms of the attitudinal character and the attributes weight vector, both of which are specific to the DM. The authors take the ...
Generalized attitudinal Choquet integral
(John Wiley, 2018-11)
Attitudinal Choquet integral (ACI) extends Choquetintegral (CI) through a consideration of a decision‐maker’s (DM’s) attitudinal character. In this paper, wegeneralize ACI, and the resulting operator is termed asgeneralized ...
Attitudinal choquet integrals and applications in decision making
(John Wiley & Sons, Inc, 2018-02)
The compensation capabilities of Choquet integral are
augmented to consider the complex attitudinal character
of a decision maker. The resulting operator is termed as
attitudinal Choquet integral (ACI). The proposed ACI ...
Learning of aggregation models in multi criteria decision making
(Elsevier, 2017)
Generalized attitudinal Choquet integral (GACI) is a recent aggregation operator that subsumes a multi- tude of aggregation operators, including both linear as well as non-linear and exponential integrals. In this study, ...