- 24
- 17
- 13
- 6
- 4
- 3
- 3
- 3
- 2
- 2
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
romain billot
Romain Billot, Full Professor in Data Science
99
Documents
Current affiliations
- 486345
- 490128
- 486354
Researcher identifiers
romain-billot
-
0000-0002-2614-3822
- IdRef : 149241860
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
- 8
- 8
- 8
- 8
- 7
- 5
- 5
- 5
- 5
- 5
- 4
- 4
- 4
- 4
- 4
- 3
- 3
- 3
- 3
- 3
- 3
- 3
- 3
- 3
- 3
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 27
- 17
- 11
- 10
- 10
- 10
- 9
- 9
- 9
- 8
- 8
- 8
- 8
- 8
- 7
- 7
- 6
- 6
- 6
- 5
- 5
- 4
- 4
- 4
- 4
- 3
- 3
- 3
- 3
- 3
- 3
- 3
- 3
- 3
- 3
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 57
- 36
- 28
- 19
- 13
- 7
- 2
- 1
- 1
- 1
- 1
- 6
- 3
- 10
- 9
- 9
- 13
- 6
- 9
- 9
- 11
- 9
- 5
|
Fouille de données hétérogènes pour la caractérisation de rumeurs et fake news : analyse empirique croisée de la presse en ligne et TwitterROADEF 2023, Feb 2023, Rennes, France
Conference papers
hal-04221824v1
|
|
Matheuristics Algorithm Guided by Machine Learning for Solving the Vehicle Routing ProblemROADEF 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
|
|
Inventory Routing Problem et Fouille de données : quel apport des règles de décision ?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
|
|
Integration of Knowledge Extraction Processes into Metaheuristic Algorithm21th EU/ME meeting x Quantum School "Emerging optimization methods: from metaheuristics to quantum approaches", Apr 2023, Troyes, France
Conference papers
hal-04125866v1
|
|
Fouille de données hétérogènes pour la caractérisation de fake news : analyse empirique croisée de la presse en ligne et TwitterSCAI : Infox sur Seine, François Bancilhon, Mar 2023, Paris, France
Conference papers
hal-04221835v1
|
How linked are routing and inventory in IRP? A data mining studyEURO 2022, Jul 2022, Espoo, Finland
Conference papers
hal-03732218v1
|
|
An Extension of NSGA-II for Scaling up Multi-objective Spatial Zoning OptimizationLION 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 VRP31st European Conference on Operational Research (EURO 31), Jul 2021, Athens, Greece
Conference papers
hal-03285115v1
|
|
|
Seabed prediction from airborne topo-bathymetric lidar point cloud using machine learning approachesOCEANS 2021: San Diego – Porto, Sep 2021, San Diego, United States. pp.1-9, ⟨10.23919/OCEANS44145.2021.9706113⟩
Conference papers
hal-03583749v1
|
|
Analyse automatique du discours de patients pour la détection de comorbidités psychiatriquesConférence Internationale Francophone sur la Science des Données, Aix-Marseille Université - LIS UMR 7020, Jun 2021, Marseille, France. pp.261-272
Conference papers
hal-03258036v1
|
Developing an Exact Zoning Optimization Model for Marine Spatial Planning(MSP)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 PlanningINFORMS Annual Meeting 2021, Oct 2021, Anaheim, United States
Conference papers
hal-03394433v1
|
|
|
An Online Learning-based Metaheuristic for Solving Combinatorial Optimization ProblemsROADEF 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
|
A hybrid multi-objective evolutionary-based and multi-criteria decision-making approach for cooperative marine spatial planning (MSP)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
|
|
|
Using Dependency Syntax-Based Methods for Automatic Detection of Psychiatric ComorbiditiesResources 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
|
Réduction de l’espace de recherche dans un MNS via l’utilisation de machine learning pour des problèmes de VRPROADEF 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
|
|
|
Detecting Dynamic Critical Links within Large Scale Network for Traffic State PredictionICDMW 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 ToolsLION 2020 : International Conference on Learning and Intelligent Optimization, May 2020, Athens, Greece. ⟨10.1007/978-3-030-53552-0_15⟩
Conference papers
hal-03020704v1
|
|
Algorithmic prediction in connected health: The case of suicide preventionSASE 2019 : Fathomless Futures: Algorithmic and Imagined, Jun 2019, New York City, United States
Conference papers
hal-02505798v1
|
|
Amélioration de la résolution d’un problème de tournées de véhicules hétérogènes multi-attributs par des méthodes de machine learningROADEF: Recherche Opérationnelle et d'Aide à la Décision, Feb 2019, Le Havre, France
Conference papers
hal-02084324v1
|
|
Crowdfunding platform and inter-project social network: example of UluleSASE 2019: Fathomless Futures: Algorithmic and Imagined, Jun 2019, New York City, United States
Conference papers
hal-02505858v1
|
|
|
Outlier detection for Multibeam echo sounder (MBES) data from past to presentIEEE Oceans 2019, Jun 2019, Marseille, France. pp.1-10, ⟨10.1109/OCEANSE.2019.8867321⟩
Conference papers
hal-02317656v1
|
GRASP and Multiple Neighborhood Search for real vehicle routing problemEURO 2019 - 30th European Conference on Operational Research, Jun 2019, Dublin, Ireland
Conference papers
hal-02162957v1
|
|
Apport de la fouille de données pour la prévention du risque suicidaireConférence 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
|
|
|
Comparison of traffic forecasting methods in urban and suburban contextICTAI 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
|
|
A clustering approach to infer Wikipedia contributors' profileOPENSYM'18, Nicolas Jullien, Aug 2018, Paris, France. ⟨10.1145/3233391.3233968⟩
Conference papers
hal-01832902v1
|
Méthodes de data mining et applications à l'analyse de bases de données de suicidantsJournées du Groupement d’Etudes et de Prévention du Suicide, Jan 2018, Montpellier, France
Conference papers
hal-01688452v1
|
|
Tournées de véhicules hétérogènes avec zones de circulation restreinte et trafic prédictif en milieu urbainROADEF: Recherche Opérationnelle et d'Aide à la Décision, Feb 2018, Lorient, France
Conference papers
hal-02083933v1
|
|
Contribution to the Assessment methodology for Connected and Automated Vehicles on TrafficTRB 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 optimizationASD 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 coopératifJournées Francophones sur les Systèmes Multi-Agents (JFSMA 2017), Jul 2017, Caen, France
Conference papers
hal-01565620v1
|
|
|
Detection of non-recurrent road traffic events based on clustering indicatorsESANN'17 : European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2017, Bruges, Belgium
Conference papers
hal-01802649v1
|
|
Connected heart rate sensors to monitor sleep quality: Electrodes, Chestbelt and smartwatch users acceptabilityCHASE 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
|
Calibration of Time-Dependent Contraction Hierarchies based on Sensitivity Analysis28th European Conference on Operational Research, Jul 2016, Poznan, Poland
Conference papers
hal-02505736v1
|
|
Toward E-Health Applications for Suicide PreventionCHASE 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
|
|
An exact method for multi-objective multi-modal trip planning problem28th European Conference on Operational Research, Jul 2016, Poznan, Poland
Conference papers
hal-02505803v1
|
|
Vers l’utilisation de graphes de liens causaux pour l’amélioration de la prévision court-terme du trafic routierRFP-IA 2016 Journée Transports Intelligents, Jun 2016, Clermont-Ferrand, France
Conference papers
hal-01318166v1
|
|
Suicide Sleep Monitoring (SSleeM): a feasibility and acceptability study of a wearable sleep tracking monitoring device in suicide attemptersESSSB 2016 : 16th European Symposium on Suicide and Suicidal behaviour, Sep 2016, Oviedo, Espagne
Conference papers
hal-01444287v1
|
|
A constructivist approach for a self-adaptive decision-making system: application to road traffic control28th 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 simulation94th Annual Meeting of the Transportation Research Board, Jan 2015, WASHINGTON, United States. 17 p
Conference papers
hal-01357136v1
|
|
|
Multi-Agent Dynamic Coupling for Cooperative Vehicles ModelingThe Twenty-Ninth Conference on Artificial Intelligence AAAI'2015 - (DEMO Track), Jan 2015, Austin, United States. pp.4276-4277
Conference papers
hal-01214296v1
|
|
Un simulateur multiagent de trafic coopératif23es Journées Francophones sur les Systèmes Multi-Agents (JFSMA'15), Jun 2015, Rennes, France. pp.165-174
Conference papers
hal-01163018v1
|
Network-Wide Trac State Prediction Using Bluetooth DataTRB 2015 - Transportation Research Board 94th Annual Meeting, Jan 2015, WASHINGTON, United States. 17 p
Conference papers
hal-01357521v1
|
|
|
Recherche du plus court chemin stochastique avec des distributions de probabilité connuesROADEF 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
|
Moment-ratio diagram for travel time reliability: empirical study on urban and periurban linksINSTR 2015, 6th International Symposium on Transportation Network Reliability, Aug 2015, Nara, Japan. 17 p
Conference papers
hal-01357117v1
|
|
Electric Vehicle Charging Stations Allocation ModelROADEF 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
|
|
An extension of MovSim for Multi-Agent Cooperative Vehicles Modeling2014 International Conference on Connected Vehicles & Expo, Nov 2014, Vienna, Austria. pp.859-860, ⟨10.1109/ICCVE.2014.7297673⟩
Conference papers
hal-01313180v1
|
|
Electric Vehicle Green Routing with Possible En-Route RechargingIEEE 17th International Conference on Intelligent Transportation Systems ITSC, Oct 2014, Qingdao, China. 6 p
Conference papers
hal-01349100v1
|
|
Electric Vehicle Charging Stations Allocation ModelsTRA 2014 - Transport Research Arena : 5th Conference: Transport Solutions from Research to Deployment, Apr 2014, PARIS, France. 10 p
Conference papers
hal-01349116v1
|
|
|
Electric Vehicle Charging Stations Allocation ModelROADEF - 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 Shortest Path Problem with Replenishment ConstraintICCVE 2014, International Conference on Connected Vehicles and Expo, Nov 2014, VIENNE, Austria. 2 p
Conference papers
hal-01349117v1
|
|
|
A Bayesian Approach to Real-time Traffic State Estimation using a Particle PHD Filter with Appropriate Clutter Intensity92nd Transportation Research Board Annual Meeting, Jan 2013, France. 13 p
Conference papers
hal-00925890v1
|
Energy Consumption Assessment For Electric VehiclesInternational symposium on recent advances in transport modeling, Apr 2013, Australie. 5 p
Conference papers
hal-00907790v1
|
|
|
Cooperative highway traffic: multi-agent modelling and robustness to local perturbations.Transportation Research Board 92nd Annual Meeting, Jan 2013, France. 24 p
Conference papers
hal-00921136v1
|
|
Planification d'itinéraire de véhicule électrique : évaluation et estimation de la consommation d'énergie14ème 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 perturbationsthe 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
|
|
Cooperative highway traffic: multi-agent modeling and robustness assessment to local perturbations92nd Transportation Research Board Meeting, Jan 2013, inconnue, France. 24 p
Conference papers
hal-00869443v1
|
Translation and validation of two Parkinson's disease specific burden questionnaires from German into FrenchInternational Congress of Parkinson’s Disease and Movement Disorder, Sep 2021, Madrid, Spain. 111 River St, Hoboken 07030-5774, NJ USA: Wiley, Movement Disorders, 36, pp.S499-S499
Conference poster
hal-03452300v1
|
|
Comparaison de méthodes de prévision à court terme du trafic en milieux urbain et périurbainCAP 2018 conférence sur l'apprentissage automatique, Jun 2018, Rouen, France
Conference poster
hal-02505831v1
|
|
Introduction to Big Data and Its Applications in InsuranceBig Data for Insurance Companies volume 1, 1, ISTE Editions, Wiley, pp.1-25, 2018, 9781786300737. ⟨10.1002/9781119489368.ch1⟩
Book sections
hal-01686059v1
|
Introduction au big data et application à l'assuranceLe 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
|
|
|
Power and Exponential Functions Relating Accidents to Traffic and Rain. Calibration on a French Network.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, 2016, ⟨10.1007/978-3-319-57105-8⟩
Book sections
hal-01646697v1
|
|
New Insights into the Propulsion Power Prediction of Cruise Ships2021
Preprints, Working Papers, ...
hal-03355574v1
|
|
Analyse et modélisation de l'impact de la météorologie sur le trafic routierAutre. Ecole Centrale Paris, 2010. Français. ⟨NNT : 2010ECAP0037⟩
Theses
tel-00557812v1
|
|
Fouille de données, Modélisation et Optimisation. Applications à la mobilité intelligente et la santé connectée.Informatique [cs]. UCBL; Lyon1, 2017
Habilitation à diriger des recherches
tel-01760656v1
|