Romain Guillaume

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 44

Top Topics

Incomplete Knowledge

Demand Uncertainty

Robust Optimization

Production Planning

Top Venues

Int. J. Prod. Res.

Int. J. Approx. Reason.

Publications

Romain Guillaume, Adam Kasperski, Pawel Zielinski
A framework of distributionally robust possibilistic optimization. Fuzzy Optim. Decis. Mak. 23 (2) (2024)
Tom Portoleau, Christian Artigues, Romain Guillaume
Robust decision trees for the multi-mode project scheduling problem with a resource investment objective and uncertain activity duration. Eur. J. Oper. Res. 312 (2) (2024)
Marc Goerigk, Romain Guillaume, Adam Kasperski, Pawel Zielinski
Robust optimization with belief functions. Int. J. Approx. Reason. 159 (2023)
Hélène Fargier, Romain Guillaume
Decision with Belief Functions and Generalized Independence: Two Impossibility Theorems. ECSQARU (2023)
Didier Dubois, Romain Guillaume, Agnès Rico
Eliciting hybrid probability-possibility functions and their decision evaluation models. ISIPTA (2023)
Romain Guillaume
Robust possibilistic production planning under temporal demand uncertainty with knowledge on dependencies. ISIPTA (2023)
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Distributionally robust possibilistic optimization problems. Fuzzy Sets Syst. 454 (2023)
Marc Goerigk, Romain Guillaume, Adam Kasperski, Pawel Zielinski
Robust optimization with belief functions. CoRR (2023)
Damien Lovato, Romain Guillaume, Caroline Thierry, Olga Battaia
Managing disruptions in aircraft assembly lines with staircase criteria. Int. J. Prod. Res. 61 (2) (2023)
Romain Guillaume, Adam Kasperski, Pawel Zielinski
A framework of distributionally robust possibilistic optimization. CoRR (2022)
Sébastien Destercke, Romain Guillaume
Necessary and Possibly Optimal Items in Selecting Problems. IPMU (1) (2022)
Romain Guillaume, Jérôme Pailhès, Elise Gruhier, Xavier Laville, Yvan Baudin, Ruding Lou
Intent Detection for Virtual Reality Architectural Design. PLM (2022)
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Robust inventory problem with budgeted cumulative demand uncertainty. Optim. Lett. 16 (9) (2022)
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Robust optimization with scenarios using random fuzzy sets. FUZZ-IEEE (2021)
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Robust Possibilistic Optimization with Copula Function. FUZZ-IEEE (2021)
Romain Guillaume, Oussama Ben Ammar, Caroline Thierry
Mid-term redeployment of capacity of rescue centers considering the optimism of the decision maker. INFOR Inf. Syst. Oper. Res. 59 (2) (2021)
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Distributionally Robust Optimization in Possibilistic Setting. FUZZ-IEEE (2021)
Zoé Krug, Romain Guillaume, Olga Battaïa
Exploring the opportunities in establishing a closed-loop supply chain under uncertainty. Int. J. Prod. Res. 59 (5) (2021)
Didier Dubois, Hélène Fargier, Romain Guillaume, Agnès Rico
Sequential Decision-Making Under Uncertainty Using Hybrid Probability-Possibility Functions. MDAI (2021)
Zoé Krug, Romain Guillaume, Olga Battaïa
Design of reverse supply chains under uncertainty: the lexicographic R* criterion for exploring opportunities. Int. J. Prod. Res. 59 (11) (2021)
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Distributionally robust possibilistic optimization problems. CoRR (2021)
Walid Khellaf, Jacques Lamothe, Romain Guillaume
Tool for Nervousness Analysis in a Rolling Planning Environment via Historical Data. APMS (1) (2021)
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Robust Optimization with Scenarios Using Belief Functions. OR (2021)
Florence Dupin de Saint-Cyr, Romain Guillaume
Qualitative Bipolar Decision Frameworks Viewed as Pessimistic/Optimistic Utilities. FUZZ-IEEE (2021)
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Robust Possibilistic Production Planning Under Budgeted Demand Uncertainty. FUZZ-IEEE (2020)
Zoé Krug, Romain Guillaume, Olga Battaïa
Decision Under Ignorance: A Comparison of Existing Criteria. IPMU (1) (2020)
Hélène Fargier, Romain Guillaume
Sequential decision making under ordinal uncertainty: A qualitative alternative to the Hurwicz criterion. Int. J. Approx. Reason. 116 (2020)
Romain Guillaume, Didier Dubois
A min-max regret approach to maximum likelihood inference under incomplete data. Int. J. Approx. Reason. 121 (2020)
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Robust production planning with budgeted cumulative demand uncertainty. CoRR (2020)
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Softening the Robustness of Optimization Problems: A New Budgeted Uncertainty Approach. IPMU (1) (2020)
Tom Portoleau, Christian Artigues, Romain Guillaume
Robust Predictive-Reactive Scheduling: An Information-Based Decision Tree Model. IPMU (3) (2020)
Florence Dupin de Saint-Cyr, Romain Guillaume, Umer Mushtaq
Explainable Decisions under Incomplete Knowledge with Supports and Weights. FUZZ-IEEE (2019)
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Production Planning Under Demand Uncertainty: A Budgeted Uncertainty Approach. OR (2019)
Zied Bouraoui, Antoine Cornuéjols, Thierry Denoeux, Sébastien Destercke, Didier Dubois, Romain Guillaume, João Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Christel Vrain
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group). CoRR (2019)
Romain Guillaume, Didier Dubois
A Maximum Likelihood Approach to Inference Under Coarse Data Based on Minimax Regret. SMPS (2018)
Florence Dupin de Saint-Cyr, Romain Guillaume
How Potential BLFs Can Help to Decide Under Incomplete Knowledge. IPMU (3) (2018)
Hélène Fargier, Romain Guillaume
Sequential Decision Making Under Uncertainty: Ordinal Uninorms vs. the Hurwicz Criterion. IPMU (3) (2018)
Fabien Amarger, Catherine Roussey, Ollivier Haemmerlé, Nathalie Hernandez, Romain Guillaume
Muskca : un système de fusion d'ontologies fondé sur le consensus et l'estimation de la confiance. Rev. d'Intelligence Artif. 32 (3) (2018)
Florence Dupin de Saint-Cyr, Romain Guillaume
Analyzing a Bipolar Decision Structure Through Qualitative Decision Theory. Künstliche Intell. 31 (1) (2017)
Romain Guillaume, Inés Couso, Didier Dubois
Maximum Likelihood with Coarse Data based on Robust Optimisation. ISIPTA (2017)
Romain Guillaume, Caroline Thierry, Pawel Zielinski
Robust material requirement planning with cumulative demand under uncertainty. Int. J. Prod. Res. 55 (22) (2017)
Florence Dupin de Saint-Cyr, Romain Guillaume
Group Decision Making in a Bipolar Leveled Framework. PRIMA (2017)
Fabien Amarger, Jean-Pierre Chanet, Romain Guillaume, Ollivier Haemmerlé, Nathalie Hernandez, Catherine Roussey
Détection de consensus entre sources et calcul de confiance fondé sur l'intégrale de Choquet. IC (2016)
Fenemedre Qaeze, Romain Guillaume, Caroline Thierry
A Collaborative Planning Model to Coordinate Mining and Smelting Furnace. PRO-VE (2015)
Didier Dubois, Hélène Fargier, Romain Guillaume, Caroline Thierry
Deciding under Ignorance: In Search of Meaningful Extensions of the Hurwicz Criterion to Decision Trees. SMPS (2014)
Romain Guillaume, Raymond Houé, Bernard Grabot
Robust competence assessment for job assignment. Eur. J. Oper. Res. 238 (2) (2014)
Romain Guillaume, Guillaume Marquès, Caroline Thierry, Didier Dubois
Decision support with ill-known criteria in the collaborative supply chain context. Eng. Appl. Artif. Intell. 36 (2014)
Florence Bannay, Romain Guillaume
Towards a Transparent Deliberation Protocol Inspired from Supply Chain Collaborative Planning. IPMU (2) (2014)
Lucile Faure, Guillaume Battaia, Guillaume Marquès, Romain Guillaume, Carlos Alberto Vega-Mejia, Jairo R. Montoya-Torres, Andres Munoz-Villamizar, Carlos L. Quintero-Araujo
How to anticipate the level of activity of a sustainable collaborative network: The case of urban freight delivery through logistics platforms. DEST (2013)
Romain Guillaume, Caroline Thierry, Pawel Zielinski
Robust production plan with periodic order quantity under uncertain cumulative demands. ICNSC (2013)
Romain Guillaume, Przemyslaw Kobylanski, Pawel Zielinski
A Robust Lot Sizing Problem with Ill-known Demands CoRR (2012)
Romain Guillaume, Pawel Zielinski
Decision Making under Scenario Uncertainty in a Requirement Planning. IPMU (4) (2012)
Romain Guillaume, Przemyslaw Kobylanski, Pawel Zielinski
A robust lot sizing problem with ill-known demands. Fuzzy Sets Syst. 206 (2012)
Romain Guillaume, Przemyslaw Kobylanski, Pawel Zielinski
Production planning with uncertain demands. FUZZ-IEEE (2011)
Romain Guillaume, Caroline Thierry, Bernard Grabot
MRP with imprecise demand and uncertain lead time. EUSFLAT Conf. (2011)
Romain Guillaume, Caroline Thierry, Bernard Grabot
Integration of the Supplier Capacity for Choosing the Less Risky Schedule within an Uncertain Environment. PRO-VE (2010)