[HTML][HTML] Explainable AI for operational research: A defining framework, methods, applications, and a research agenda

KW De Bock, K Coussement, A De Caigny… - European Journal of …, 2024 - Elsevier
The ability to understand and explain the outcomes of data analysis methods, with regard to
aiding decision-making, has become a critical requirement for many applications. For …

Fifty years of multiple criteria decision analysis: From classical methods to robust ordinal regression

S Greco, R Słowiński, J Wallenius - European Journal of Operational …, 2024 - Elsevier
Abstract Multiple Criteria Decision Analysis (MCDA) is a subfield of Operational Research
that aims to support Decision-Makers (DMs) in the decision-making process through …

Prediction of financial distress: An empirical study of listed Chinese companies using data mining

R Geng, I Bose, X Chen - European Journal of Operational Research, 2015 - Elsevier
The deterioration in profitability of listed companies not only threatens the interests of the
enterprise and internal staff, but also makes investors face significant financial loss. It is …

A three-way decision approach with probabilistic dominance relations under intuitionistic fuzzy information

W Wang, J Zhan, J Mi - Information Sciences, 2022 - Elsevier
As a complicated cognitive process, multi-attribute decision-making usually focuses on the
decision-making issue of seeking the optimal alternative or ranking alternatives under the …

[HTML][HTML] Questions guiding the choice of a multicriteria decision aiding method

B Roy, R Słowiński - EURO Journal on Decision Processes, 2013 - Elsevier
We formulate some questions that may help an analyst to choose a multicriteria decision
aiding method well adapted to the decision context. These questions take into account …

An integrated MCDM model for improving airline operational and financial performance

PJG Pineda, JJH Liou, CC Hsu, YC Chuang - Journal of Air Transport …, 2018 - Elsevier
The development of better methods for the improvement of airline performance is crucial, but
this type of problem is difficult to solve because of the large number of complex factors …

A green supplier evaluation system based on a new multi-criteria sorting method: VIKORSORT

L Demir, ME Akpınar, C Araz, MA Ilgın - Expert Systems with Applications, 2018 - Elsevier
Depleting natural resources and limited amount of landfill areas have forced many
governments to impose stricter measures on environmental performance. In order to comply …

Sequential covering rule induction algorithm for variable consistency rough set approaches

J Błaszczyński, R Słowiński, M Szeląg - Information Sciences, 2011 - Elsevier
We present a general rule induction algorithm based on sequential covering, suitable for
variable consistency rough set approaches. This algorithm, called VC-DomLEM, can be …

A multiple criteria sorting method where each category is characterized by several reference actions: The Electre Tri-nC method

J Almeida-Dias, JR Figueira, B Roy - European Journal of Operational …, 2012 - Elsevier
This paper presents Electre Tri-nC, a new sorting method which takes into account several
reference actions for characterizing each category. This new method gives a particular …

Multi-criteria classification, sorting, and clustering: A bibliometric review and research agenda

SB Amor, F Belaid, R Benkraiem, B Ramdani… - Annals of Operations …, 2023 - Springer
Multi-criteria decision analysis (MCDA) has been increasingly adopted to solve decision-
making problems involving multiple options and multiple criteria. These methods have been …