Publicaciones

• Thèse

Deep learning for continuous parking occupancy forecasting in urban environments, Apprentissage profond pour la prévision continue de l’occupation du parking en milieu urbain

Miratul Khusna Mufida

Deep learning has been widely adopted in various fields for its ability to extract complex features from large amounts of data. In this thesis, we propose a deep learning-based approach for continuous parking occupancy prediction. We therefore collected a large dataset of parking occupancy data (..., L'apprentissage profond a été largement adopté dans divers domaines en raison de sa capacité à extraire des caractéristiques complexes à partir de grandes quantités de données. Dans cette thèse, nous proposons une approche basée sur l'apprentissage profond pour la prédiction continue de l...

Artificial Intelligence [cs.AI]. Université Polytechnique Hauts-de-France; Institut national des sciences appliquées Hauts-de-France, 2023. English. ⟨NNT : 2023UPHF0024⟩. ⟨tel-04585479⟩

• Article dans une revue

Adaptive Cost Function-Based Shared Driving Control for Cooperative Lane-Keeping Systems With User-Test Experiments

Mohamed Radjeb Oudainia, Chouki Sentouh, Anh-Tu Nguyen, Jean-Christophe Popieul

This paper presents a new shared control method with a dynamic driver-automation conflict management for cooperative lane keeping systems (LKS) of automated vehicles. Based on a human-centered control approach, the proposed shared control design takes into account the driver's activity and...

IEEE Transactions on Intelligent Vehicles, 2023, pp.1-11. ⟨10.1109/TIV.2023.3317979⟩. ⟨hal-04261249⟩

• Communication dans un congrès

Dépression et Sclérose en Plaques : Prévalence, facteurs de risques et répercussions.

Béatrice Degraeve, Caroline Massot, Bruno Lenne, Cécile Donze

Réunion annuelle de la Société Francophone de la Sclérose en Plaques (SF- SEP ), Sep 2023, Le Touquet - Paris - Plage, France. ⟨hal-04249776⟩

• Communication dans un congrès

Minimalist approaches to enforce privacy by design in surveys

Enka Blanchard, Levi Gabasova

Public institutions and private companies both frequently rely on user surveys for a variety of assessments (e.g. equality issues or quality of work environment). However, many such surveys struggle to garner sufficient responses, especially when they ask about sensitive subjects (such as work...

International Conference on Human-Computer Interaction (RoCHI 2023), Sep 2023, Cluj-Napoca, Romania. ⟨hal-04298843⟩

• Communication dans un congrès

Impact des troubles neuropsychologiques sur l’exploration visuelle, l’initiation de la marche et la marche dans la sclérose en plaques

Bruno Lenne, Béatrice Degraeve, Nicolas Decoufour, Marc-Alexandre Guyot, Olivier Agnani, Caroline Massot

Réunion annuelle de la Société Francophone de la Sclérose en Plaques (SF- SEP ), Sep 2023, le Touquet paris plage, France. ⟨hal-04249783⟩

• Chapitre d'ouvrage

2D Numerical Simulation of Downburst Simulator in the Wall of Wind

Guillaume Levieux, Amal Elawady, Arindam Chowdhury, Fethi Aloui

Downbursts are extremely spontaneous and dangerous phenomena that have been shown to be responsible for failures of many structural systems. The Wall of Wind team is currently in the process of developing a large-scale downburst simulator that could facilitate research to improve the resistance of...

Energy and Exergy for Sustainable and Clean Environment, Volume 2, Springer Nature, pp.431-447, 2023, Green Energy and Technology, 978-981-16-8273-5. ⟨10.1007/978-981-16-8274-2_29⟩. ⟨hal-04150242⟩

• Thèse

Non-specific Low back pain : Exploratory analysis and clustering for a new paradigm, Lombalgie : Analyse exploratoire et partitionnement de données pour un nouveau paradigme

Lucien Robinault

Non-specific low back pain (NSLBP) is a major public health issue and is a concern in most if not all contemporary societies. Despite NSLBP being so widespread, our understanding of its underlying causes, as well as our capacity to provide effective treatments, remains limited due to the high..., La lombalgie non spécifique (LNS) est un problème majeur de santé publique vastement répandu dans les sociétés contemporaines. Malgré la prévalence importante de la LNS, notre compréhension des causes sous-jacentes à la LNS, ainsi que notre capacité à fournir des traitements adaptés et efficace...

Biomechanics [physics.med-ph]. Université Polytechnique Hauts-de-France, 2023. English. ⟨NNT : 2023UPHF0007⟩. ⟨tel-04284156⟩

• Communication dans un congrès

Driver model using fuzzy logic for virtual validation

Daniel Cisneros Lombera, Boussaad Soualmi, Chouki Sentouh, Jean-Christophe Popieul

Currently, the automotive industry has been adopting new validation methods for its processes during the development and test phases of new technologies. As part of this, the intention of reducing time and costs of physical tests, achieving the reduction of material and human risks. However, this...

International Conference on Intelligent Traffic and Transportation (ICITT), Sep 2023, Madrid, Spain. ⟨hal-04238450⟩

• Communication dans un congrès

Haptic Wheelchair Simulator: Design with Experimental Validation

Amel Ait Ghezala, Chouki Sentouh, Philippe Pudlo, Gérald Conreur, Thierry Poulain

Wheelchair accessibility is still not assured for many manual wheelchair (MWC) users, due to inadequate urban construction, but also due to the biomechanical capacities issue of MWC users. Therefore, there is a great potential in the development of technologies to address this problem, one of them...

Driving Simulation Conference Europe 2023 VR, Sep 2023, Antibes (06), France. ⟨hal-04631738⟩

• Article dans une revue

Transfemoral amputees adapt their gait during cross-slope walking with specific upper-lower limb coordination

S. Persine, E. Simoneau-Buessinger, F. Charlaté, J. Bassement, C. Gillet, N. Découfour, S. Leteneur

Background: Unilateral lower limb amputees have asymmetrical gaits, particularly on irregular surfaces and slopes. It is unclear how coordination between arms and legs can adapt during cross-slope walking. Research question: How do transfemoral amputees (TFAs) adapt their upper-lower limb...

Gait & Posture, 2023, 105, pp.171-176. ⟨10.1016/j.gaitpost.2023.08.001⟩. ⟨hal-04308982⟩