Publications

• Article dans une revue

Pyramid multi-level features for facial demographic estimation

Salah Eddine Bekhouche, Abdelkrim Ouafi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Abdenour Hadid

We present a novel learning system for human demographic estimation in which the ethnicity, gender and age attributes are estimated from facial images. The proposed approach consists of the following three main stages: 1) face alignment and preprocessing; 2) constructing a Pyramid Multi-Level face…

Expert Systems with Applications, 2017, 80 (1), pp.297-310. ⟨10.1016/j.eswa.2017.03.030⟩. ⟨hal-03429231⟩

• Article dans une revue

Variable neighborhood search: basics and variants

Pierre Hansen, Nenad Mladenovic, Raca Todosijević, Said Hanafi

Variable neighborhood search (VNS) is a framework for building heuristics, based upon systematic changes of neighborhoods both in a descent phase, to find a local minimum, and in a perturbation phase to escape from the corresponding valley. In this paper, we present some of VNS basic schemes as…

EURO Journal on Computational Optimization, 2017, 5 (3), pp.423-454. ⟨10.1007/s13675-016-0075-x⟩. ⟨hal-03401113⟩

• Communication dans un congrès

Embedded decision-making system for complex 3D motion planning in mobile/fixed obstacles environments

Hortense Ollivier-Legeay, Nicolas Belanger, Rabie Ben Atitallah, David Duvivier

Airbus PhD Day 2017, Sep 2017, Bristol, United Kingdom. ⟨hal-03395385⟩

• Article dans une revue

The use of task modeling in interactive system specification

Taisa Guidini Gonçalves, Káthia Marçal de Oliveira, Christophe Kolski

Task modeling is undoubtedly a key step for task analysis during the development of iterative systems since it helps not only in the understanding of what users want but also in how to design for them. As a consequence, it should be considered as indispensable while specifying the requirements of…

Cognition, Technology and Work, 2017, 19 (2-3), pp.493-515. ⟨10.1007/s10111-017-0427-1⟩. ⟨hal-03275073⟩

• Article dans une revue

A hybrid reinforced learning system to estimate resilience indicators

Simon Enjalbert, Frédéric Vanderhaegen

This paper describes a learning system based on resilience indicators. It proposes a hybrid learning system to estimate Human–Machine System performance when facing unprecedented situations. Collected data from various criteria are compared with data estimated using the local and the global…

Engineering Applications of Artificial Intelligence, 2017, 64, pp.295-301. ⟨10.1016/j.engappai.2017.06.022⟩. ⟨hal-03429378⟩

• Article dans une revue

Gender roles, sex and the expression of driving anger

Mark Sullman, Julie Paxion, Amanda Stephens

The present study investigated the validity of the 25-item Driving Anger Expression Inventory (DAX) as well as the role of sex and gender-roles in relation to the expression of driving anger in a sample of 378 French drivers (males = 38%, M = 32.9 years old). Confirmatory Factor Analysis supported…

Accident Analysis & Prevention, 2017, 106, pp.23-30. ⟨10.1016/j.aap.2017.05.016⟩. ⟨hal-03665897⟩

• Article dans une revue

The effect of Fampridine (4-aminopyridine) in physical activity during weekdays and weekends in persons with multiple sclerosis

Yoshimasa Sagawa Júnior, Eric Watelain, Thierry Moulin, Pierre Decavel

Objective Fampridine (4-aminopyridine) improves walking in persons with multiple sclerosis (PwMS) in a standardized context. However, little is known about its impact on PwMS's physical activity in a real context. Indeed, the International Classification of Functioning Disability and Health…

Annals of Physical and Rehabilitation Medicine, 2017, 60, pp.e86. ⟨10.1016/j.rehab.2017.07.046⟩. ⟨hal-03466594⟩

• Article dans une revue

Designing intelligent manufacturing systems through Human-Machine Cooperation principles: A human-centered approach

Marie-Pierre Pacaux-Lemoine, Damien Trentesaux, Gabriel Zambrano Rey, Patrick Millot

Since the start of industrialization, machine capabilities have increased in such a way that human control of processes has evolved from simple (with mechanization) to cognitive (with computerization), and even emotional (with semi/full automation). The processes have also evolved from simple to…

Computers & Industrial Engineering, 2017, 111, pp.581-595. ⟨10.1016/j.cie.2017.05.014⟩. ⟨hal-03428693⟩

• Article dans une revue

Quality characteristics and measures for human–computer interaction evaluation in ubiquitous systems

Rainara Maia Carvalho, Rossana M.C. Andrade, Káthia Marçal de Oliveira, Ismayle S. Santos, Carla Ilane Moreira Bezerra

The advent of ubiquitous systems places even more focus on users, since these systems must support their daily activities in such a transparent way that does not disturb them. Thus, much more attention should be provided to human–computer interaction (HCI) and, as a consequence, to its quality.…

Software Quality Journal, 2017, 25 (3), pp.743-795. ⟨10.1007/s11219-016-9320-z⟩. ⟨hal-03401700⟩

• Communication dans un congrès

FPGA-Centric High Performance Embedded Computing: Challenges and Trends

Rabie Ben Atitallah, Karim Mohamed Abedallah Ali

Sophisticated embedded systems are increasingly used in defence, aerospace and avionic industries. They are responsible for control, collision avoidance, pilot assistance, target tracking, navigation and communications, amongst other functions. In this industrial field, High Performance Embedded…

2017 Euromicro Conference on Digital System Design (DSD), Aug 2017, Vienna, Austria. pp.390-395, ⟨10.1109/DSD.2017.88⟩. ⟨hal-03387819⟩