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romain billot

Romain Billot, Full Professor in Data Science
101
Documents
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  • 486354
Researcher identifiers

Presentation

Romain Billot is a full professor in *data science* at IMT Atlantique. Romain is leading research in data mining and optimisation, with various fields of application such as as smart mobility and connected health. At IMT, Romain is in charge of statistics and machine learning lectures, and data science in general. Before joining IMT Atlantique, Romain has spent five years as a permanent researcher at LICIT (IFSTTAR/ENTPE), after a one year post-doc at Queensland University of Technology, Australia. R. Billot graduated from Ecole Centrale Paris (PhD, 2010) and University of Technology Compiègne (Computer Science, 2007).

Publications

Impact de l’intelligence Artificielle dans les services clients

Sophie Conti , Patricia Baudier , Romain Billot
Revue management & avenir, 2023, 137 (5), pp.69-88. ⟨10.3917/mav.137.0069⟩
Journal articles hal-04314286v1
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Two Parameter-Tuned Multi-Objective Evolutionary-Based Algorithms for Zoning Management in Marine Spatial Planning

Mohadese Basirati , Romain Billot , Patrick Meyer
Annals of Mathematics and Artificial Intelligence, 2023, ⟨10.1007/s10472-023-09853-2⟩
Journal articles hal-03794648v1
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Smartphone-based Ecological Momentary Intervention for secondary prevention of suicidal thoughts and behaviour: protocol for the SmartCrisis V.2.0 randomised clinical trial

Maria Luisa Barrigon , Alejandro Porras-Segovia , Philippe Courtet , Jorge Lopez-Castroman , Sofian Berrouiguet
BMJ Open, 2022, 12 (9), pp.e051807. ⟨10.1136/bmjopen-2021-051807⟩
Journal articles hal-04059428v1
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Machine Learning and Natural Language Processing in Mental Health: Systematic Review

Aziliz Le Glaz , Yannis Haralambous , Deok-Hee Kim-Dufor , Philippe Lenca , Romain Billot
Journal of Medical Internet Research, 2021, 23 (5), pp.e15708. ⟨10.2196/15708⟩
Journal articles hal-03217684v1
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Équipe « Decision Aid and Information Discovery » (DECIDE)

Sofian Berrouiguet , Romain Billot , Yannis Haralambous , Christophe Lemey , Philippe Lenca
Bulletin de l'Association Française pour l'Intelligence Artificielle, 2021, 112, pp.9-11
Journal articles hal-03281984v1
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Exact Zoning Optimization Model for Marine Spatial Planning (MSP)

Mohadese Basirati , Romain Billot , Patrick Meyer , Erwan Bocher
Frontiers in Marine Science, 2021, 8, ⟨10.3389/fmars.2021.726187⟩
Journal articles hal-03434508v1
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Une plateforme de crowdfunding et son réseau social

Inna Lyubareva , Laurent Brisson , Cécile Bothorel , Romain Billot
Revue Française de Gestion, 2020, Les mutations de l’accompagnement entrepreneurial, 46 (286), pp.135--151. ⟨10.3166/rfg.2019.00402⟩
Journal articles hal-02880083v1

Social media and smartphone app use predicts maintenance of physical activity during Covid-19 enforced isolation in psychiatric outpatients

Agnes Norbury , Shelley Liu , Juan José Campaña-Montes , Lorena Romero-Medrano , María Luisa Barrigón
Molecular Psychiatry, 2020, ⟨10.1038/s41380-020-00963-5⟩
Journal articles hal-03177611v1
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A Review of Data Cleaning Approaches in a Hydrographic Framework with a Focus on Bathymetric Multibeam Echosounder Datasets

Julian Le Deunf , Nathalie Debese , Thierry Schmitt , Romain Billot
Geosciences, 2020, 10 (7), pp.254. ⟨10.3390/geosciences10070254⟩
Journal articles hal-02888928v1

Steady-state analysis of second-order traffic models and application to traffic flow control

J. Sau , J. Monteil , Romain Billot , N-E. El Faouzi
Transportmetrica B: Transport Dynamics, 2019, 7 (1), pp.1444-1466. ⟨10.1080/21680566.2019.1630690⟩
Journal articles hal-02505720v1
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A comment on “what makes a VRP solution good? The generation of problem-specific knowledge for heuristics”

Flavien Lucas , Romain Billot , Marc Sevaux
Computers and Operations Research, 2019, 110, pp.130-134. ⟨10.1016/j.cor.2019.05.025⟩
Journal articles hal-02143916v1
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An Approach for Data Mining of Electronic Health Record Data for Suicide Risk Management: Database Analysis for Clinical Decision Support

Sofian Berrouiguet , Romain Billot , Mark Erik Larsen , Jorge Lopez-Castroman , Isabelle Jaussent
JMIR Mental Health, 2019, 6 (5), pp.e9766. ⟨10.2196/mental.9766⟩
Journal articles hal-02269909v1
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Clinicians’ Concerns About Mobile Ecological Momentary Assessment Tools Designed for Emerging Psychiatric Problems: Prospective Acceptability Assessment of the MEmind App

Christophe Lemey , Mark Erik Larsen , Jordan Devylder , Philippe Courtet , Romain Billot
Journal of Medical Internet Research, 2019, 21 (4), pp.e10111. ⟨10.2196/10111⟩
Journal articles hal-02161827v1

Toward mHealth Brief Contact Interventions in Suicide Prevention: Case Series From the Suicide Intervention Assisted by Messages (SIAM) Randomized Controlled Trial

Sofian Berrouiguet , Mark Larsen , Catherine Mesmeur , Michel Gravey , Romain Billot
JMIR mHealth and uHealth, 2018, 6 (1), pp.e8 - ⟨10.2196/mhealth.7780⟩
Journal articles hal-01686061v1

Prévenir le suicide avec le numérique

Sofian Berrouiguet , Romain Billot , Philippe Lenca
Télécom‎ : revue de l'association TELECOM Paristech ALUMNI, 2018, 189, pp.31 - 33
Journal articles hal-01875108v1

Apprentissage constructiviste à base de systèmes multiagents. Une application au problème complexe de la régulation coopérative du trafic

Maxime Guériau , Frédéric Armetta , Salima Hassas , Romain Billot , Nour-Eddin El Faouzi
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2018, 32/2, pp.249-277. ⟨10.3166/ria.32.249-277⟩
Journal articles hal-01885654v1

Prévention du suicide et santé connectée - Vers la personnalisation des soins ?

Sofian Berrouiguet , Valérie Le Moal , Elise Guillodo , Alis Le Floch , Philippe Lenca
Med Sci, 2018, 34 (8-9), pp.730 - 734. ⟨10.1051/medsci/20183408021⟩
Journal articles hal-01880867v1
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Ecological Assessment of Clinicians' Antipsychotic Prescription Habits in Psychiatric Inpatients: A Novel Web- and Mobile Phone-Based Prototype for a Dynamic Clinical Decision Support System

Sofian Berrouiguet , Maria Luisa Barrigón , Sara A. Brandt , George C Nitzburg , Santiago Ovejero-García
Journal of Medical Internet Research, 2017, 19 (1), pp.e25 -. ⟨10.2196/jmir.5954⟩
Journal articles hal-01513261v1

Travel time statistical modeling with the Halphen distribution family

Raphael Delhome , Romain Billot , Nour-Eddin El Faouzi
Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, 2017, ⟨10.1080/15472450.2017.1326115⟩
Journal articles hal-01802675v1
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How to assess the benefits of connected vehicles? A simulation framework for the design of cooperative traffic management strategies

Maxime Gueriau , Romain Billot , Nour Eddin El Faouzi , Julien Monteil , Frédéric Armetta
Transportation research. Part C, Emerging technologies, 2016, 67, pp. 266-279. ⟨10.1016/j.trc.2016.01.020⟩
Journal articles hal-01298573v1

The Halphen Distribution System, a Toolbox for Modeling Travel Time Variability: some insights based on mesoscopic simulation

Raphaël Delhome , Romain Billot , Aurélien Duret , Nour Eddin El Faouzi
Transportation Research Record, 2015, 2490, pp. 32-40. ⟨10.3141/2490-04⟩
Journal articles hal-01256331v1

Spatiotemporal Analysis of Bluetooth Data: Application to a Large Urban Network

Pierre-Antoine Laharotte , Romain Billot , Etienne Come , Latifa Oukhellou , Alfredo Nantes
IEEE Transactions on Intelligent Transportation Systems, 2015, 16 (3), pp 1439-1448. ⟨10.1109/TITS.2014.2367165⟩
Journal articles hal-01213936v1

Traffic indicators, accidents and rain: some relationships calibrated on a French urban motorway network

Maurice Aron , Romain Billot , Nour-Eddin El-Faouzi , Régine Seidowsky
Transportation Research Procedia, 2015, 12p
Journal articles hal-01217265v1

Efficient Allocation of Electric Vehicles Charging Stations: Optimization Model and Application to a Dense Urban Network

Fouad Baouche , Romain Billot , Rochdi Trigui , Nour Eddin El Faouzi
IEEE Intelligent Transportation Systems Magazine, 2014, 6 (3), pp. 33-43. ⟨10.1109/MITS.2014.2324023⟩
Journal articles hal-01425073v1

Real-Time Queue-End Detection on Freeways with Floating Car Data : Practice-Ready Algorithm

Tu-Uyen Justine Dinh , Romain Billot , Eric Pillet , Nour Eddin El Faouzi
Transportation Research Record, 2014, 2470, pp. 46-56. ⟨10.3141/2470-05⟩
Journal articles hal-01349918v1

Calibration, estimation and sampling issues of 2 car-following parameters

Julien Monteil , Romain Billot , Jacques Sau , Christine Buisson , Nour Eddin El Faouzi
Transportation Research Record, 2014, 2422, pp. 131-140. ⟨10.3141/2422-15⟩
Journal articles hal-01428755v1

Linear and Weakly Nonlinear Stability Analyses of Cooperative Car-Following Models

Julien Monteil , Romain Billot , Jacques Sau , Nour-Eddin El Faouzi
IEEE Transactions on Intelligent Transportation Systems, 2014, 15 (5), ⟨10.1109/TITS.2014.2308435⟩
Journal articles hal-01428758v1

The Root Locus Method: Application to Linear Stability Analysis and Design of Cooperative Car Following Models

Jacques Sau , Julien Monteil , Romain Billot , Nour Eddin El Faouzi
Transportmetrica B: Transport Dynamics, 2014, 2 (1), pp. 60-82. ⟨10.1080/21680566.2014.893416⟩
Journal articles hal-01428757v1
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Impacts de la météorologie sur la demande de trafic

Nour Eddin El Faouzi , Jérémie Buton , Romain Billot
RTS. Recherche, transports, sécurité, 2013, 2013 (01), pp.21-46. ⟨10.4074/S0761898013001039⟩
Journal articles hal-00921636v2
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Véhicules coopératifs pour une gestion dynamique du trafic: approche théorique et simulation

Julien Monteil , Romain Billot , Nour Eddin El Faouzi
RTS. Recherche, transports, sécurité, 2013, 2013 (01), pp.47-58. ⟨10.4074/S0761898013001040⟩
Journal articles hal-00921616v2

Cooperative Highway Traffic: Multiagent Modeling and Robustness Assessment to Local Perturbations

Julien Monteil , Romain Billot , Frédéric Armetta , Salima Hassas , Nour-Eddin El Faouzi
Transportation Research Record, 2013, 2391, 2, pp.1-10
Journal articles hal-01339166v1

Motorway travel time prediction based on toll data and weather effect integration

Salim Bouzebda , N.-E.El Faouzi , Romain Billot
IET Intelligent Transport Systems, 2010, 4 (4), ⟨10.1049/iet-its.2009.0140⟩
Journal articles hal-01764377v1

Integrating the impact of rain into traffic management online traffic state estimation using sequential Monte Carlo techniques

Romain Billot , N.-E. El Faouzi , Jacques Sau , F. de Vuyst
Transportation Research Record, 2010, 2169, pp.141-149. ⟨10.3141/2169-15⟩
Journal articles hal-00566030v1

A conditionally linearly stable second-order traffic model derived from a Vlasov kinetic description

Romain Billot , Christophe Chalons , F. de Vuyst , N.-E. El Faouzi , Jacques Sau
Comptes Rendus Mécanique, 2010, 338, pp.529-537
Journal articles hal-00566031v1

Assessing the changes in operating traffic stream conditions due to weather conditions

N.-E. El Faouzi , O. de Mouzon , Romain Billot , Jacques Sau
Advances in Transportation Studies, 2010, A 21, pp.33-46
Journal articles hal-00566032v1
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Fouille de données hétérogènes pour la caractérisation de rumeurs et fake news : analyse empirique croisée de la presse en ligne et Twitter

Matthieu Bachelot , Inna Lyubareva , Thomas Epalle , Romain Billot , Raphaël-David Lasseri
ROADEF 2023, Feb 2023, Rennes, France
Conference papers hal-04221824v1
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Inventory Routing Problem et Fouille de données : quel apport des règles de décision ?

Flavien Lucas , Diego Martino , Romain Billot , Philippe Lacomme
ROADEF 2023 : 24ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2023, Rennes, France
Conference papers hal-04220804v1
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Matheuristics Algorithm Guided by Machine Learning for Solving the Vehicle Routing Problem

Bachtiar Herdianto , Romain Billot , Flavien Lucas , Marc Sevaux
ROADEF 2023 : 24ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2023, Rennes, France
Conference papers hal-04125851v1
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Fouille de données hétérogènes pour la caractérisation de fake news : analyse empirique croisée de la presse en ligne et Twitter

Matthieu Bachelot , Inna Lyubareva , Thomas Epalle , Romain Billot , Raphaël-David Lasseri
SCAI : Infox sur Seine, François Bancilhon, Mar 2023, Paris, France
Conference papers hal-04221835v1
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Integration of Knowledge Extraction Processes into Metaheuristic Algorithm

Bachtiar Herdianto , Romain Billot , Flavien Lucas , Marc Sevaux
21th EU/ME meeting x Quantum School "Emerging optimization methods: from metaheuristics to quantum approaches", Apr 2023, Troyes, France
Conference papers hal-04125866v1

How linked are routing and inventory in IRP? A data mining study

Flavien Lucas , Romain Billot , Philippe Lacomme
EURO 2022, Jul 2022, Espoo, Finland
Conference papers hal-03732218v1

An Extension of NSGA-II for Scaling up Multi-objective Spatial Zoning Optimization

Mohadese Basirati , Romain Billot , Patrick Meyer
LION 2022: International Conference on Learning and Intelligent Optimization, Jun 2022, Milos Island, Greece. pp.205-219, ⟨10.1007/978-3-031-24866-5_16⟩
Conference papers hal-03976607v1

Some insights about the use of machine learning for solving VRP

Flavien Lucas , Romain Billot , Marc Sevaux , Kenneth Sörensen
31st European Conference on Operational Research (EURO 31), Jul 2021, Athens, Greece
Conference papers hal-03285115v1
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Seabed prediction from airborne topo-bathymetric lidar point cloud using machine learning approaches

Julian Le Deunf , Rudresh Mishra , Yves Pastol , Romain Billot , Steve Oudot
OCEANS 2021: San Diego – Porto, Sep 2021, San Diego, United States. pp.1-9, ⟨10.23919/OCEANS44145.2021.9706113⟩
Conference papers hal-03583749v1

Developing an Exact Zoning Optimization Model for Marine Spatial Planning(MSP)

Mohadese Basirati , Patrick Meyer , Romain Billot , Erwan Bocher
31st European Conference on Operational Research (EURO 2021), Jul 2021, Athens, Greece
Conference papers hal-03388857v1

Developing a Novel Exact Model of Zoning Optimization for Marine Spatial Planning

Mohadese Basirati , Patrick Meyer , Romain Billot , Erwan Bocher
INFORMS Annual Meeting 2021, Oct 2021, Anaheim, United States
Conference papers hal-03394433v1
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Analyse automatique du discours de patients pour la détection de comorbidités psychiatriques

Christophe Lemey , Yannis Haralambous , Philippe Lenca , Romain Billot , Deok-Hee Kim-Dufor
Conférence Internationale Francophone sur la Science des Données, Aix-Marseille Université - LIS UMR 7020, Jun 2021, Marseille, France. pp.261-272
Conference papers hal-03258036v1

A hybrid multi-objective evolutionary-based and multi-criteria decision-making approach for cooperative marine spatial planning (MSP)

Mohadese Basirati , Romain Billot , Patrick Meyer , Mehrdad Mohammadi
ROADEF 2020 : 21ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2020, Montpelier, France
Conference papers hal-02557710v1
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An Online Learning-based Metaheuristic for Solving Combinatorial Optimization Problems

Maryam Karimi-Mamaghan , Mehrdad Mohammadi , Bastien Pasdeloup , Romain Billot , Patrick Meyer
ROADEF 2020 : 21ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2020, Montpellier, France
Conference papers hal-02506178v1

Réduction de l’espace de recherche dans un MNS via l’utilisation de machine learning pour des problèmes de VRP

Flavien Lucas , Romain Billot , Marc Sevaux , Kenneth Sorensen
ROADEF 2020 : 21ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2020, Montpellier, France
Conference papers hal-02508447v1
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Detecting Dynamic Critical Links within Large Scale Network for Traffic State Prediction

Pierre-Antoine Laharotte , Romain Billot , Nour-Eddin El Faouzi
ICDMW 2020: International Conference on Data Mining Workshops, Nov 2020, Sorrento, Italy. pp.820-827, ⟨10.1109/ICDMW51313.2020.00119⟩
Conference papers hal-03922731v1

Reducing Space Search in Combinatorial Optimization Using Machine Learning Tools

Flavien Lucas , Romain Billot , Marc Sevaux , Kenneth Sörensen
LION 2020 : International Conference on Learning and Intelligent Optimization, May 2020, Athens, Greece. ⟨10.1007/978-3-030-53552-0_15⟩
Conference papers hal-03020704v1
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Using Dependency Syntax-Based Methods for Automatic Detection of Psychiatric Comorbidities

Yannis Haralambous , Christophe Lemey , Philippe Lenca , Romain Billot , Deok-Hee Kim-Dufor
Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments, May 2020, Marseille, France. pp.142-150
Conference papers hal-02861753v1

Crowdfunding platform and inter-project social network: example of Ulule

Inna Lyubareva , Laurent Brisson , Cécile Bothorel , Romain Billot
SASE 2019: Fathomless Futures: Algorithmic and Imagined, Jun 2019, New York City, United States
Conference papers hal-02505858v1

Amélioration de la résolution d’un problème de tournées de véhicules hétérogènes multi-attributs par des méthodes de machine learning

Flavien Lucas , Romain Billot , Marc Sevaux
ROADEF: Recherche Opérationnelle et d'Aide à la Décision, Feb 2019, Le Havre, France
Conference papers hal-02084324v1

Algorithmic prediction in connected health: The case of suicide prevention

Romain Billot , Sofian Berrouiguet , Christophe Lemey , Philippe Lenca
SASE 2019 : Fathomless Futures: Algorithmic and Imagined, Jun 2019, New York City, United States
Conference papers hal-02505798v1

GRASP and Multiple Neighborhood Search for real vehicle routing problem

Flavien Lucas , Gwénaël Rault , Romain Billot , Philippe Lacomme , Marc Sevaux
EURO 2019 - 30th European Conference on Operational Research, Jun 2019, Dublin, Ireland
Conference papers hal-02162957v1
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Outlier detection for Multibeam echo sounder (MBES) data from past to present

Julian Le Deunf , Nathalie Debese , Thierry Schmitt , François Guibourt , Jenner Etienne
IEEE Oceans 2019, Jun 2019, Marseille, France. pp.1-10, ⟨10.1109/OCEANSE.2019.8867321⟩
Conference papers hal-02317656v1

Méthodes de data mining et applications à l'analyse de bases de données de suicidants

Philippe Lenca , Sofian Berrouiguet , Romain Billot
Journées du Groupement d’Etudes et de Prévention du Suicide, Jan 2018, Montpellier, France
Conference papers hal-01688452v1

Apport de la fouille de données pour la prévention du risque suicidaire

Romain Billot , Sofian Berrouiguet , Mark Larsen , Michel Walter , Jorge López Castroman
Conférence Internationale sur l'Extraction et la Gestion des Connaissances, Revue des Nouvelles Technologies de l'Information, Jan 2018, Paris, France. pp.143 - 154
Conference papers hal-01694714v1
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Comparison of traffic forecasting methods in urban and suburban context

Julien Salotti , Serge Fenet , Romain Billot , Nour-Eddin El Faouzi , Christine Solnon
ICTAI 2018 : IEEE 30th International Conference on Tools with Artificial Intelligence, Nov 2018, Volos, Greece. pp.846-853, ⟨10.1109/ICTAI.2018.00132⟩
Conference papers hal-01895136v1

Tournées de véhicules hétérogènes avec zones de circulation restreinte et trafic prédictif en milieu urbain

Flavien Lucas , Romain Billot , Marc Sevaux
ROADEF: Recherche Opérationnelle et d'Aide à la Décision, Feb 2018, Lorient, France
Conference papers hal-02083933v1
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A clustering approach to infer Wikipedia contributors' profile

Shubham Krishna , Romain Billot , Nicolas Jullien
OPENSYM'18, Nicolas Jullien, Aug 2018, Paris, France. ⟨10.1145/3233391.3233968⟩
Conference papers hal-01832902v1

Contribution to the Assessment methodology for Connected and Automated Vehicles on Traffic

Maxime Gueriau , Romain Billot , Nour Eddin El Faouzi , Julien Monteil
TRB 2018, 97th Annual Meeting Transportation Research Board, Jan 2018, Washington, United States. 19p
Conference papers hal-02505823v1

Smart Mobility at the crossroads between artificial intelligence, machine learning and optimization

Romain Billot
ASD 2018: Big data & Applications 12th edition of the Conference on Advances of Decisional Systems, May 2018, Marrakech, Morocco
Conference papers hal-02505836v1

Contrôle par apprentissage constructiviste pour le trafic coopératif

Maxime Guériau , Frédéric Armetta , Salima Hassas , Romain Billot , Nour Eddin El Faouzi
Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2017), Jul 2017, Caen, France
Conference papers hal-01565620v1
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Detection of non-recurrent road traffic events based on clustering indicators

Pierre-Antoine Laharotte , Romain Billot , Nour Eddin El Faouzi
ESANN'17 : European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2017, Bruges, Belgium
Conference papers hal-01802649v1
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Connected heart rate sensors to monitor sleep quality: Electrodes, Chestbelt and smartwatch users acceptability

Mathieu Simonnet , Romain Billot , Bernard Gourvennec
CHASE 2016 : IEEE First Conference on Connected Health: Applications, Systems and Engineering Technologies, IEEE Computer Society, Jun 2016, Washington, Dc, États-Unis. pp.344 - 345, ⟨10.1109/CHASE.2016.38⟩
Conference papers hal-01359229v1

Suicide Sleep Monitoring (SSleeM): a feasibility and acceptability study of a wearable sleep tracking monitoring device in suicide attempters

Elise Guillodo , Sofian Berrouiguet , Mathieu Simonnet , Ismael Conejero , Philippe Courtet
ESSSB 2016 : 16th European Symposium on Suicide and Suicidal behaviour, Sep 2016, Oviedo, Espagne
Conference papers hal-01444287v1

An exact method for multi-objective multi-modal trip planning problem

Sergey Kovalev , Romain Billot
28th European Conference on Operational Research, Jul 2016, Poznan, Poland
Conference papers hal-02505803v1

Calibration of Time-Dependent Contraction Hierarchies based on Sensitivity Analysis

Raphaël Delhome , Romain Billot , Nour Eddin El Faouzi
28th European Conference on Operational Research, Jul 2016, Poznan, Poland
Conference papers hal-02505736v1

Toward E-Health Applications for Suicide Prevention

Sofian Berrouiguet , Romain Billot , Philippe Lenca , Philippe Tanguy , Enrique Baca-Garcia
CHASE 2016 : IEEE First Conference on Connected Health: Applications, Systems and Engineering Technologies, Jun 2016, Washington, United States. pp.346 - 347, ⟨10.1109/CHASE.2016.37⟩
Conference papers hal-01355330v1

Vers l’utilisation de graphes de liens causaux pour l’amélioration de la prévision court-terme du trafic routier

Julien Salotti , Romain Billot , Nour-Eddin El Faouzi , Serge Fenet , Christine Solnon
RFP-IA 2016 Journée Transports Intelligents, Jun 2016, Clermont-Ferrand, France
Conference papers hal-01318166v1

A constructivist approach for a self-adaptive decision-making system: application to road traffic control

Maxime Guériau , Frédéric Armetta , Salima Hassas , Romain Billot , Nour-Eddin El Faouzi
28th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2016, San Jose, United States. pp.670-677, ⟨10.1109/ICTAI.2016.0107⟩
Conference papers hal-01371774v1

The Halphen distribution system, a toolbox for modeling travel time variability: some insights based on mesoscopic simulation

Raphaël Delhome , Romain Billot , Aurélien Duret , Nour Eddin El Faouzi
94th Annual Meeting of the Transportation Research Board, Jan 2015, WASHINGTON, United States. 17 p
Conference papers hal-01357136v1
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Un simulateur multiagent de trafic coopératif

Maxime Guériau , Romain Billot , Frédéric Armetta , Salima Hassas , Nour-Eddin El Faouzi
23es Journées Francophones sur les Systèmes Multi-Agents (JFSMA'15), Jun 2015, Rennes, France. pp.165-174
Conference papers hal-01163018v1
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Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling

Maxime Guériau , Romain Billot , Nour-Eddin El Faouzi , Salima Hassas , Frédéric Armetta
The Twenty-Ninth Conference on Artificial Intelligence AAAI'2015 - (DEMO Track), Jan 2015, Austin, United States. pp.4276-4277
Conference papers hal-01214296v1
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Recherche du plus court chemin stochastique avec des distributions de probabilité connues

Raphaël Delhome , Romain Billot , Nour Eddin El Faouzi
ROADEF 2015, 16ème conférence de la Société Française de la recherche opérationnelle et de l'aide à la décision (ROADEF), Feb 2015, MARSEILLE, France. 2 p
Conference papers hal-01353523v1

Network-Wide Trac State Prediction Using Bluetooth Data

Pierre-Antoine Laharotte , Romain Billot , Nour Eddin El Faouzi , Hesham Rakha
TRB 2015 - Transportation Research Board 94th Annual Meeting, Jan 2015, WASHINGTON, United States. 17 p
Conference papers hal-01357521v1

Moment-ratio diagram for travel time reliability: empirical study on urban and periurban links

Raphaël Delhome , Romain Billot , Nour Eddin El Faouzi
INSTR 2015, 6th International Symposium on Transportation Network Reliability, Aug 2015, Nara, Japan. 17 p
Conference papers hal-01357117v1

Electric Vehicle Charging Stations Allocation Model

Fouad Baouche , Romain Billot , Rochdi Trigui , Nour Eddin El Faouzi
ROADEF 2014, 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Feb 2014, BORDEAUX, France. 4 p
Conference papers hal-01349121v1
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Electric Vehicle Charging Stations Allocation Model

Fouad Baouche , Romain Billot , Rochdi Trigui , Nour-Eddin El Faouzi
ROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Société française de recherche opérationnelle et d'aide à la décision, Feb 2014, Bordeaux, France
Conference papers hal-00946317v1

Electric Vehicle Green Routing with Possible En-Route Recharging

Fouad Baouche , Romain Billot , Rochdi Trigui , Nour Eddin El Faouzi
IEEE 17th International Conference on Intelligent Transportation Systems ITSC, Oct 2014, Qingdao, China. 6 p
Conference papers hal-01349100v1

Electric Vehicle Charging Stations Allocation Models

Fouad Baouche , Romain Billot , Nour Eddin El Faouzi , Rochdi Trigui
TRA 2014 - Transport Research Arena : 5th Conference: Transport Solutions from Research to Deployment, Apr 2014, PARIS, France. 10 p
Conference papers hal-01349116v1

An extension of MovSim for Multi-Agent Cooperative Vehicles Modeling

Maxime Guériau , Romain Billot , Salima Hassas , Frédéric Armetta , Nour-Eddin El Faouzi
2014 International Conference on Connected Vehicles & Expo, Nov 2014, Vienna, Austria. pp.859-860, ⟨10.1109/ICCVE.2014.7297673⟩
Conference papers hal-01313180v1

Electric Vehicle Shortest Path Problem with Replenishment Constraint

Fouad Baouche , Romain Billot , Rochdi Trigui , Nour Eddin El Faouzi
ICCVE 2014, International Conference on Connected Vehicles and Expo, Nov 2014, VIENNE, Austria. 2 p
Conference papers hal-01349117v1
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A Bayesian Approach to Real-time Traffic State Estimation using a Particle PHD Filter with Appropriate Clutter Intensity

Matthieu Canaud , Lyudmila Mihaylova , Nour Eddin El Faouzi , Romain Billot , Jacques Sau
92nd Transportation Research Board Annual Meeting, Jan 2013, France. 13 p
Conference papers hal-00925890v1
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Cooperative highway traffic: multi-agent modelling and robustness to local perturbations.

Julien Monteil , Romain Billot , Jacques Sau , Frédéric Armetta , Salima Hassas
Transportation Research Board 92nd Annual Meeting, Jan 2013, France. 24 p
Conference papers hal-00921136v1

Energy Consumption Assessment For Electric Vehicles

Fouad Baouche , Rochdi Trigui , Nour Eddin El Faouzi , Romain Billot
International symposium on recent advances in transport modeling, Apr 2013, Australie. 5 p
Conference papers hal-00907790v1

Cooperative highway traffic : multi-agent modeling and robustness assessment to local perturbations

Julien Monteil , Romain Billot , Frédéric Armetta , Salima Hassas , Nour-Eddin El Faouzi
the 92nd Annual Meeting of the Transportation Research Board, reviewed by TRB's Traffic Flow Theory and Characteristics Committee (AHB45) , Jan 2013, Washington, D.C., United States. pp.1-19
Conference papers hal-01339136v1
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Planification d'itinéraire de véhicule électrique : évaluation et estimation de la consommation d'énergie

Fouad Baouche , Rochdi Trigui , Nour Eddin El Faouzi , Romain Billot
14ème Conférence de la société française de recherche opérationnelle et aide à la décision (ROADEF 2013), Feb 2013, France. 2 p
Conference papers hal-00925899v1

Cooperative highway traffic: multi-agent modeling and robustness assessment to local perturbations

Julien Monteil , Romain Billot , Jacques Sau , Frédéric Armetta , Salima Hassas
92nd Transportation Research Board Meeting, Jan 2013, inconnue, France. 24 p
Conference papers hal-00869443v1
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Introduction to Big Data and Its Applications in Insurance

Romain Billot , Cécile Bothorel , Philippe Lenca
Big Data for Insurance Companies volume 1, 1, ISTE Editions, Wiley, pp.1-25, 2018, 9781786300737. ⟨10.1002/9781119489368.ch1⟩
Book sections hal-01686059v1
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Power and Exponential Functions Relating Accidents to Traffic and Rain. Calibration on a French Network.

Maurice Aron , Romain Billot , Neila Bhouri , Nour Eddine El Faousi , Régine Seidowsky
Advanced Concepts, Methodologies and Technologies for Transportation and Logistics, EWGT 2016, EURO 2016. Advances in Intelligent Systems and Computing, 572, Springer Link, pp 309-333, 2018, ⟨10.1007/978-3-319-57105-8⟩
Book sections hal-01646697v1

Introduction au big data et application à l'assurance

Romain Billot , Cécile Bothorel , Philippe Lenca
Le big data pour les compagnies d'assurance, 1, ISTE Editions, pp.17-39, 2017, Innovation, entrepreneuriat et gestion, Série Big Data, IA et analyse de données, 978-1-78405-298-0
Book sections hal-01596095v1