Publications

• Communication dans un congrès

Human-Centered Machine Learning

Marco Gillies, Rebecca Fiebrink, Atau Tanaka, Baptiste Caramiaux, Jérémie Garcia, Frédéric Bevilacqua, Alexis Heloir, Fabrizio Nunnari, Wendy Mackay, Saleema Amershi, Bongshin Lee, Nicolas D 'Alessandro, Joëlle Tilmanne, Todd Kulesza

Machine learning is one of the most important and successful techniques in contemporary computer science. It involves the statistical inference of models (such as classifiers) from data. It is often conceived in a very impersonal way, with algorithms working autonomously on passively collected data…

Conference on Human Factors in Computing Systems (CHI 2016), ACM, May 2016, San Jose, California, United States. pp.3558-3565, ⟨10.1145/2851581.2856492⟩. ⟨hal-01437057⟩

• Article dans une revue

Analyzing multi-agent approaches for the design of advanced interactive and collaborative systems

Fabien Badeig, Emmanuel Adam, René Mandiau, Catherine Garbay

The purpose of this paper is to determine a set of requirements and proposals for the design of a collaborative interactive system working under distributed tangible environments. A wide range of human-machine, human-human and human-environment interactions is to be considered, and using multi-…

JAISE - Journal of Ambient Intelligence and Smart Environments, 2016, 8 (3), pp.325--346. ⟨10.3233/AIS-160380⟩. ⟨hal-01406631⟩

• Article dans une revue

A Numerical Comparative Study of the Effect of Working Fluids and Wick Properties on the Performance of Capillary Pumped Loop with a Flat Evaporator

Riadh Boubaker, Vincent Platel, Souad Harmand

This study presents a numerical analysis of a capillary pumped loop (CPL) performance using different working fluids and porous wick properties. A complete CPL model is used, which describes the growth of the vapor pocket inside the porous wick. The CPL behavior is studied for different working…

Applied Thermal Engineering, 2016, 100, pp.564-576. ⟨10.1016/j.applthermaleng.2016.02.034⟩. ⟨hal-02129500⟩

• Article dans une revue

An Efficient Image Reconstruction Method for Breast Cancer Detection Using an Ultra-Wideband Microwave Imaging System

Sidi Mohammed Chouiti, Lotfi Merad, Sidi Mohammed Meriah, Xavier Raimundo, Abdelmalik Taleb-Ahmed

Microwave breast imaging uses backscattered radar signals to identify cancerous tissue within the breast. It is a non-invasive technique and uses non-ionizing radiation; it is currently a potential alternative for classical techniques. This article presents an efficient image reconstruction method…

Electromagnetics, 2016, 36 (4), pp.225-235. ⟨10.1080/02726343.2016.1158612⟩. ⟨hal-03426995⟩

• Article dans une revue

Représentation ego‐centrée à base d’affordances de l’environnement pour la simulation multi‐agents de trafic, Affordance based ego‐centered representation of environment for multi‐agent traffic simulation

Feirouz Ksontini, René Mandiau, Zahia Guessoum, Stéphane Espié

Afin d’améliorer la validité des simulations de trafic en milieux urbain et péri‐urbain, nous proposons un nouveau modèle d’agent permettant de mieux prendre en compte le contexte de conduite et les comportements des conducteurs en termes d’occupation de l’espace. Le but est de produire en…, To improve the validity of traffic simulations in urban and suburban areas, we propose to consider the driving context and the driver behavior in terms of space occupation. We endow agent driver with an ego‐centered representation of the environment based on the concept of affordances. We use the…

RTS. Recherche, transports, sécurité, 2016, 2015 (03-04), pp.153-171. ⟨10.4074/S0761898016004027⟩. ⟨hal-01670597⟩

• Rapport

Cap Qualité - Planification

Philippe Moreau, Cécile Roselle, Véronique Landrain, Laurent Keirsbulck, Jean-Dominique Guerin

[Rapport de recherche] Rapport intermédiaire LAMIH- Institut Carnot, Université de valenciennes et du Hainaut-Cambrésis. 2016. ⟨hal-03442584⟩

• Article dans une revue

Experimental determination of the elbow’s center of rotation using the VICON™ optoelectronic motion capture system

Elvire Guerre, Pascale Laronde, Jérôme Cussonneau, Christian Fontaine, Guillaume Wavreille

Purpose: Knowledge of elbow kinematics is essential to better understand this joint. There is currently no reliable dynamic method to accurately study the elbow joint in a non-invasive manner. The goal of this study was to implement an accurate protocol to study in vivo elbow kinematics using a…

Surgical and Radiologic Anatomy, 2016, 38 (4), pp.395-401. ⟨10.1007/s00276-015-1589-2⟩. ⟨hal-03669131⟩

• Poster de conférence

Simulation temps réel appliquée aux transports intelligents.

Yomna Ben Jmaa Chtourou, David Duvivier, Rabie Ben Atitallah, Maher Ben Jemaa

Poster présenté à la Matinée des Chercheurs 2016 (MDC'16), May 2016, Valenciennes, France. ⟨hal-03395511⟩

• Article dans une revue

Multi-Role Project (MRP): A New Project-Based Learning Method for STEM, Multi-Role Project (MRP) : une méthode d'apprentissage par projet des sciences, des technologies, de l'ingénierie et des mathématiques

Bruno Warin, Omar Talbi, Christophe Kolski, Frédéric Hoogstoel

This paper presents the “Multi-Role Project” method (MRP), a broadly applicable project-based learning method, and describes its implementation and evaluation in the context of a Science, Technology, Engineering, and Mathematics (STEM) course. The MRP method is designed around a meta-principle that…, Cet article présente la méthode Multi-Role Project (MRP), une méthode d'apprentissage par projet largement applicable, et décrit son application et son évaluation de la contexte de cours en science, technologie, ingénierie et mathématiques. La méthode MRP est basée sur un méta-principe que…

IEEE Transactions on Education, 2016, IEEE Transactions on Education, 59 (2), pp.137-146. ⟨10.1109/TE.2015.2462809⟩. ⟨hal-01255911⟩

• Article dans une revue

Editorial

Mourad Abed, Thierry-Marie Guerra, Adel M. Alimi

Transportation Research Part E: Logistics and Transportation Review, 2016, 89, pp.235. ⟨10.1016/j.tre.2016.03.011⟩. ⟨hal-03664837⟩