Publications

• Article dans une revue

Machine Learning in Production Planning and Control: A Review of Empirical Literature

Juan Pablo Usuga Cadavid, Samir Lamouri, Bernard Grabot, Arnaud Fortin

Proper Production Planning and Control (PPC) is capital to have an edge over competitors, reduce costs and respect delivery dates. With regard to PPC, Machine Learning (ML) provides new opportunities to make intelligent decisions based on data. Therefore, this paper provides an initial systematic…

IFAC-PapersOnLine, 2019, 52 (13), pp.385-390. ⟨10.1016/j.ifacol.2019.11.155⟩. ⟨hal-03467620⟩

• Ouvrages

Service Orientation in Holonic and Multi-Agent Manufacturing

Theodor Borangiu, Damien Trentesaux, André Thomas, Sergio Cavalieri

Presents recent research on service orientation in holonic and multi-agent manufacturing. Includes selected papers from the 8th International Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing (SOHOMA’18) held in Bergamo, Italy on June 11–12, 2018. Written by experts in the…

Springer International Publishing, 803, 2019, Studies in Computational Intelligence, 978-3-030-03003-2. ⟨10.1007/978-3-030-03003-2⟩. ⟨hal-03518574⟩

• Article dans une revue

Unsteady behavior in forced ow over a backward-facing step

Camila Chovet, Marc Lippert, Laurent Keirsbulck, Jean-Marc Foucaut

The unsteady behavior of a turbulent ow over a backward-facing step was investigated under controlled actuation at a Re h = 31500. Initial measurements were made changing the periodic forcing frequency St a from 0.045 to 0.453. The best forcing frequency was observed at a dimensionless frequency of…

Flow, Turbulence and Combustion, 2019, 102 (1), pp.145-165. ⟨10.1007/s10494-018-9944-0⟩. ⟨hal-02877329⟩

• Article dans une revue

Principles of transparency for autonomous vehicles: first results of an experiment with an augmented reality human–machine interface

Raïssa Pokam Meguia, Serge Debernard, Christine Chauvin, Sabine Langlois

Highly automated driving allows the driver to temporarily delegate the driving task to the autonomous vehicle. The challenge is to define the information that needs to be displayed to the driver in this mode, to let him be able to take over properly. This study investigates the automation…

Cognition, Technology and Work, 2019, 21 (4), pp.643-656. ⟨10.1007/s10111-019-00552-9⟩. ⟨hal-02306589⟩

• Communication dans un congrès

A systematic literature review on intelligent user interfaces: preliminary results, Une revue systématique de la littérature sur les interfaces utilisateur intelligentes: résultats préliminaires

Taisa Guidini Gonçalves, Káthia Marçal de Oliveira, Emmanuelle Grislin-Le Strugeon, Christophe Kolski, Guilherme Travassos

The user interfaces (UIs) promote the interaction with the software system to achieve the users' goals. In this way different types of interaction are provided, such as direct manipulation, web UI or tangible interaction. These interfaces have evolved, including artificial intelligence and…, Les interfaces utilisateur (IU) visent à favoriser l'interaction avec le système pour permettre aux utilisateurs d'atteindre leurs buts. Ainsi, différents types d'interaction sont possibles, tels que la manipulation directe, les interfaces web ou l'interaction tangible. Ces…

31e conférence francophone sur l'Interaction Homme-Machine (IHM 2019), Dec 2019, Grenoble, France. pp.5:1-8, ⟨10.1145/3366551.3370344⟩. ⟨hal-02388851⟩

• Article dans une revue

Automated business rules and requirements to enrich product-centric information

Virginie Fortineau, Thomas Paviot, Samir Lamouri

Current PLM or BIM based information systems suffer from a lack of checking components for business rules. One reason is the misunderstanding of the role and nature of business rules, and how they should be treated in a product-centric information system. This paper intends to provide both a…

Computers in Industry, 2019, 104, pp.22-33. ⟨10.1016/j.compind.2018.10.001⟩. ⟨hal-03468401⟩

• Article dans une revue

Machine Learning for Emergency Department Management

Sofia Benbelkacem, Farid Kadri, Baghdad Atmani, Sondès Chaabane

Nowadays, emergency department services are confronted to an increasing demand. This situation causes emergency department overcrowding which often increases the length of stay of patients and leads to strain situations. To overcome this issue, emergency department managers must predict the length…

International Journal of Information Systems in the Service Sector, 2019, 11 (3), pp.19-36. ⟨10.4018/IJISSS.2019070102⟩. ⟨hal-03405401⟩

• Chapitre d'ouvrage

Pédagogie active pour l’aide à l’innovation dans les transports

Frédéric Vanderhaegen

Défis de l’automatisation des systèmes sociotechniques, ISTE Edition, pp. 319-338, 2019, 9781784055394. ⟨hal-03467492⟩

• Rapport

Rapport technique de fin de thèse CIFRE

Hortense Ollivier-Legeay

[Rapport de recherche] N°ETRI-J03-20190929, Airbus Helicopters; Marignane. 2019. ⟨hal-03519318⟩

• Communication dans un congrès

Variable neighborhood search for the set union knapsack problem

Bernard Gendron, Said Hanafi, Raca Todosijević

The set-union knapsack problem (SUKP) is a generalization of knapsack problem where an item corresponds to a set of elements. SUKP has various applications including information security systems. We propose a variable neighborhood search for the SUKP and the computational results on a set of…