A systematic review and taxonomy of explanations in decision support and recommender systems

I Nunes, D Jannach - User Modeling and User-Adapted Interaction, 2017 - Springer
With the recent advances in the field of artificial intelligence, an increasing number of
decision-making tasks are delegated to software systems. A key requirement for the success …

A review of representation issues and modeling challenges with influence diagrams

C Bielza, M Gómez, PP Shenoy - Omega, 2011 - Elsevier
Since their introduction in the mid 1970s, influence diagrams have become a de facto
standard for representing Bayesian decision problems. The need to represent complex …

Combining decision tree and MAUT for selecting a country for a global manufacturing facility

YB Canbolat, K Chelst, N Garg - Omega, 2007 - Elsevier
The paper presents a multi-phase approach for selecting a country in which to locate a
global manufacturing facility. An influence diagram is used to frame the decision. A decision …

Influence diagrams as decision‐making tools for pesticide risk management

JF Carriger, MC Newman - … environmental assessment and …, 2012 - Wiley Online Library
The pesticide policy arena is filled with discussion of probabilistic approaches to assess
ecological risk, however, similar discussions about implementing formal probabilistic …

Modeling challenges with influence diagrams: Constructing probability and utility models

C Bielza, M Gomez, PP Shenoy - Decision Support Systems, 2010 - Elsevier
Influence diagrams have become a popular tool for representing and solving complex
decision-making problems under uncertainty. In this paper, we focus on the task of building …

A graphical decision-theoretic model for neonatal jaundice

M Gomez, C Bielza… - Medical Decision …, 2007 - journals.sagepub.com
Background. Neonatal jaundice is treated daily at all hospitals. However, the routine,
urgency, and case load of most doctors stop them from carefully analyzing all the factors that …

Negotiation throughout flexible and interactive tradeoffs applied to construction procurement

RP Palha - Automation in Construction, 2019 - Elsevier
A model for e-negotiation in a typical procurement process in the construction industry is
presented. The greatest contribution of this paper is a novel model for e-negotiation using an …

Compromise-based approach to road project selection in Madrid metropolitan area

JM Anton, C Bielza - Journal of the Operations Research Society of …, 2003 - jstage.jst.go.jp
1. Introduction (] urrently, cost-benefit (CB) analysis, net prcselltvalue (NPV), and int,
ernalrate of re-turn (IRR) are standard approaches to rank long-rangegovernment t …

A list-based compact representation for large decision tables management

JAF Del Pozo, C Bielza, M Gómez - European Journal of Operational …, 2005 - Elsevier
Due to the huge size of the tables we manage when dealing with real decision-making
problems under uncertainty, we propose turning them into minimum storage space …

Explaining clinical decisions by extracting regularity patterns

C Bielza, JAF del Pozo, PJF Lucas - Decision Support Systems, 2008 - Elsevier
When solving clinical decision-making problems with modern graphical decision-theoretic
models such as influence diagrams, we obtain decision tables with optimal decision …