Integrating preferences within multiobjective flexible job shop scheduling

M Bezoui, AL Olteanu, M Sevaux - European Journal of Operational …, 2023 - Elsevier
When faced with a multiobjective optimization problem, it is necessary to consider the
decision-maker preferences in order to propose the best compromise solution. We consider …

Ranking with multiple reference points: Efficient sat-based learning procedures

K Belahcène, V Mousseau, W Ouerdane… - Computers & Operations …, 2023 - Elsevier
We consider the multicriteria ranking problem, and specifically a ranking procedure based
on reference points recently proposed in the literature, named Ranking with Multiple …

A metaheuristic for inferring a ranking model based on multiple reference profiles

A Khannoussi, AL Olteanu, P Meyer… - Annals of Mathematics …, 2024 - Springer
In the context of Multiple Criteria Decision Aiding, decision makers often face problems with
multiple conflicting criteria that justify the use of preference models to help advancing …

A regret-based query selection strategy for the incremental elicitation of the criteria weights in an SRMP model

A Khannoussi, AL Olteanu, P Meyer, N Benabbou - Operational Research, 2024 - Springer
SRMP, which stands for “Simple Ranking with Multiple Profiles”, is a Multi-Criteria Decision
Aiding model aiming to rank alternatives according to the preferences of a Decision Maker …

A Typology of Decision-Making Tasks for Visualization

CD Brumar, S Molnar, G Appleby, K Potter… - arXiv preprint arXiv …, 2024 - arxiv.org
Despite decision-making being a vital goal of data visualization, little work has been done to
differentiate the decision-making tasks within our field. While visualization task taxonomies …

Dynamic-R: a “challenge-free” method for rating problem statements

O Raboun, E Chojnacki, A Tsoukiàs - Annals of Operations Research, 2023 - Springer
In this paper, we are interested in decision aiding problems, aiming at rating a set of objects
with respect to several dimensions, called criteria. A rating problem statement consists on …

Learning to Rank Based on Choquet Integral: Application to Association Rules

C Vernerey, N Aribi, S Loudni, Y Lebbah… - Pacific-Asia Conference …, 2024 - Springer
Discovering relevant patterns for a particular user remains a challenging data mining task.
One way to deal with this difficulty is to use interestingness measures to create a ranking …

Inferring a hierarchical majority-rule sorting model

AL Olteanu, P Meyer - Computers & Operations Research, 2022 - Elsevier
Real decision problems often involve a multitude of sub-problems that are intertwined and
that need to be solved together in order to provide a global recommendation. A hierarchical …