Multi-criteria decision analysis to select metrics for design and monitoring of sustainable ecosystem restorations

M Convertino, KM Baker, JT Vogel, C Lu, B Suedel… - Ecological …, 2013 - Elsevier
The selection of metrics for ecosystem restoration programs is critical for improving the
quality and utility of design and monitoring programs, informing adaptive management …

[HTML][HTML] Incremental elicitation of Choquet capacities for multicriteria choice, ranking and sorting problems

N Benabbou, P Perny, P Viappiani - Artificial Intelligence, 2017 - Elsevier
This paper proposes incremental preference elicitation methods for multicriteria decision
making with a Choquet integral. The Choquet integral is an evaluation function that performs …

Interactive resolution of multiobjective combinatorial optimization problems by incremental elicitation of criteria weights

N Benabbou, P Perny - EURO journal on decision processes, 2018 - Springer
We propose an introduction to the use of incremental preference elicitation methods in the
field of multiobjective combinatorial optimization. We consider three different optimization …

Emergent effects of residential lighting choices: prospects for energy savings

AL Hicks, TL Theis, ML Zellner - Journal of Industrial Ecology, 2015 - Wiley Online Library
Artificial lighting has allowed the decoupling of human activities from natural daylight hours.
Electricity utilized for artificial lighting accounts for 18.8% of US electricity consumption …

On the equivalence of optimal recommendation sets and myopically optimal query sets

P Viappiani, C Boutilier - Artificial Intelligence, 2020 - Elsevier
Preference elicitation is an important component in many AI applications, including decision
support and recommender systems. Such systems must assess user preferences, based on …

Using multiple reference levels in Multi-Criteria Decision aid: The Generalized-Additive Independence model and the Choquet integral approaches

C Labreuche, M Grabisch - European Journal of Operational Research, 2018 - Elsevier
Abstract In many Multi-Criteria Decision problems, one can construct with the decision
maker several reference levels on the attributes such that some decision strategies are …

A multi-objective supplier selection framework based on user-preferences

F Toffano, M Garraffa, Y Lin, S Prestwich… - Annals of Operations …, 2022 - Springer
This paper introduces an interactive framework to guide decision-makers in a multi-criteria
supplier selection process. State-of-the-art multi-criteria methods for supplier selection elicit …

Incremental preference elicitation for decision making under risk with the rank-dependent utility model

P Perny, P Viappiani… - Uncertainty in Artificial …, 2016 - hal.sorbonne-universite.fr
This work concerns decision making under risk with the rank-dependent utility model (RDU),
a generalization of expected utility providing enhanced descriptive possibilities. We …

Elicitation criterions for restricted intersection of two incomplete soft sets

BH Han, YM Li, J Liu, SL Geng, HY Li - Knowledge-Based Systems, 2014 - Elsevier
Purpose This paper aims to develop and compare several elicitation criterions for decision
making of incomplete soft sets which are generated by restricted intersection …

Incremental elicitation of Choquet capacities for multicriteria decision making

N Benabbou, P Perny, P Viappiani - ECAI 2014, 2014 - ebooks.iospress.nl
The Choquet integral is one of the most sophisticated and expressive preference models
used in decision theory for multicriteria decision making. It performs a weighted aggregation …