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Guillaume SAINT PIERRE


Previously involved in EU projects : EuroFOT, ecoDriver, U Drive, C-The-Difference, Fot Net Data. PI & co-PI of several national research projects. Guillaume Saint Pierre, born in 1975, holds a PhD in applied mathematics of the Toulouse III University, and holds an accreditation to supervise research (HDR) since 2017. He is currently working at the "Intelligent Transport Systems" research team of Cerema (www.cerema.fr) since 2017, being previously a research scientist at Ifsttar research institute (www.ifsttar.fr). His work interests are in understanding driver behaviour with the help of statistical analysis, road risk study, and fuel consumption analysis related to the driver usage of assistance systems.


Journal articles15 documents

  • Guillaume Saint Pierre, Eric Violette, Annie Bracquemond. Floating car data: observer les véhicules pour améliorer la sécurité routière. Revue Générale des Routes et de l'Aménagement, 2019. ⟨hal-02194571⟩
  • Yann Méneroux, Arnaud Le Guilcher, Guillaume Saint Pierre, Mohammad Ghasemi Hamed, Sébastien Mustière, et al.. Traffic signal detection from in-vehicle GPS speed profiles using functional data analysis and machine learning. International Journal of Data Science and Analytics, Springer Verlag, 2019, ⟨10.1007/s41060-019-00197-x⟩. ⟨hal-02332081⟩
  • Blazej Palat, Guillaume Saint Pierre, Patricia Delhomme. Evaluating individual risk proneness with vehicle dynamics and self-report data × toward the efficient detection of At-risk drivers. Accident Analysis and Prevention, Elsevier, 2019, 1 (123), pp.140-149. ⟨10.1016/j.aap.2018.11.016⟩. ⟨hal-02088556⟩
  • Camilla Freitas Salgueiredo, Olivier Orfila, Guillaume Saint Pierre, Philippe Doublet, Sébastien Glaser, et al.. Experimental testing and simulations of speed variations impact on fuel consumption of conventional gasoline passenger cars. Transportation Research : Part D, Transport and Environment, 2017, 57, pp.336-349. ⟨10.1016/j.trd.2017.09.029⟩. ⟨hal-01671388⟩
  • Olivier Orfila, Camila Freitas Salgueiredo, Guillaume Saint Pierre, Haihao Sun, Ye Li, et al.. Fast Computing and Approximate Fuel Consumption Modeling for Internal Combustion Engine Passenger Cars. Transportation research part D: Transport and Environment, 2017, 50, pp.14-25. ⟨10.1016/j.trd.2016.10.016⟩. ⟨hal-02191725⟩
  • Olivier Orfila, Guillaume Saint Pierre, Mickaël Messias. An android based ecodriving assistance system to improve safety and efficiency of internal combustion engine passenger cars. Transportation research. Part C, Emerging technologies, Elsevier, 2015, 58, pp. 772-782. ⟨10.1016/j.trc.2015.04.026⟩. ⟨hal-01471738⟩
  • Patrick Susini, Olivier Houix, Guillaume Saint Pierre. The Effect of Loudness on the Perceptual Representation of Sounds With Similar Timbre. Acta Acustica united with Acustica, Hirzel Verlag, 2015, 101 (6), pp.1174-1184. ⟨10.3813/AAA.918910⟩. ⟨hal-01255411⟩
  • Patrick Susini, Olivier Houix, Guillaume Saint Pierre. Loudness Effect on Pairwise Comparisons and Sorting. Journal of the Acoustical Society of America, Acoustical Society of America, 2015, 138 (3), pp.1918-1918. ⟨10.1121/1.4934034⟩. ⟨hal-02191727⟩
  • Sébastien Romon, Xavier Bressaud, Sylvain Lassarre, Guillaume Saint-Pierre, Louahdi Khoudour. Map-Matching Algorithm for Large Databases. THE JOURNAL OF NAVIGATION, 2015, 68 (5), pp.971-988. ⟨10.1017/S0373463315000156⟩. ⟨hal-02191724⟩
  • Blazej Palat, Patricia Delhomme, Guillaume Saint Pierre. Numerosity Heuristic in Route Choice Based on the Presence of Traffic Lights. Transportation Research Part F: Traffic Psychology and Behaviour, Elsevier, 2014, 22, pp 104-112. ⟨10.1016/j.trf.2013.11.004⟩. ⟨hal-00921298⟩
  • Cindie Andrieu, Guillaume Saint Pierre. Evaluation of ecodriving performances and teaching method: comparing training and simple advice. European Journal of Transport and Infrastructure Research, Delft University of Technology, 2014, 14 (3), pp.201-213. ⟨hal-01573389⟩
  • Maria Pinto, Viola Cavallo, Guillaume Saint Pierre. Influence of front light configuration on the visual conspicuity of motorcycles. Accident Analysis and Prevention, Elsevier, 2014, pp 230-237. ⟨10.1016/j.aap.2013.09.026⟩. ⟨hal-01058294⟩
  • Emmanuel Ponsot, Patrick Susini, Guillaume Saint Pierre, Sabine Meunier. Temporal loudness weights for sounds with increasing and decreasing intensity profiles. Journal of the Acoustical Society of America, Acoustical Society of America, 2013, 134 (4), pp.EL321-6. ⟨10.1121/1.4819184⟩. ⟨hal-00946815⟩
  • Ludovic d'Estampes, Bernard Garel, Guillaume Saint Pierre. Test séquentiel: niveau de confiance après acceptation. Revue de Statistique Appliquée, Société française de statistique, 2003, pp.75-92. ⟨hal-02194004⟩
  • Ludovic d'Estampes, Bernard Garel, Guillaume Saint Pierre. Test séquentiel tronqué : niveau de confiance après acceptation. Revue de Statistique Appliquée, Société française de statistique, 2003, LI (3), pp.75-92. ⟨hal-01330096⟩

Conference papers31 documents

  • Patricia Delhomme, Blazej Palat, Guillaume Saint Pierre. Evaluating Individual Risk Proneness with Self-Reported and Vehicle-Dynamics Data. 29th International Congress of Applied Psychology (ICAP 2018), June 26-30, 2018, Montréal, Québec, Canada, Jun 2018, Montréal, Canada. ⟨hal-02193744⟩
  • Blazej Palat, Patricia Delhomme, Guillaume Saint Pierre. Explaining Senior Drivers' Road near Misses Using Both Self-Reported and Automatic Collected Data. 9th International Conference on Applied Human Factors and Ergonomics (AHFE 2018), July 21-25, 2018, Orlando, Florida, USA, Jul 2018, Orlando, United States. ⟨hal-02193743⟩
  • Yann Méneroux, Hiroshi Kanasugi, Guillaume Saint Pierre, Arnaud Le Guilcher, Sébastien Mustière, et al.. Detection and Localization of Traffic Signals with Gps Floating Car Data and Random Forest. 10th International Conference on Geographic Information Science (GIScience 2018), August 28-31, 2018, Melbourne, Australia, Aug 2018, Melbourne, Australia. pp.11:1--11:15, ⟨10.4230/lipics.giscience.2018.11⟩. ⟨hal-02193753⟩
  • Toffetti Antonella, Oliver Carsten, Rino Brouwer, Pablo Mejuto, Samantha Jamson, et al.. Designing an Interface to Support Eco-Driving by the Combination of Ecological Interface Design with UserCentred Design. Annual Meeting of the Human Factors and Ergonomics Society Europe, September 28-30, 2017, Rome, Italy, Sep 2017, Rome, Italy. ⟨hal-02193749⟩
  • Yann Méneroux, Manandhar Dinesh, Ranjit Saurav, Guillaume Saint Pierre, R Shibasaki. Positional Accuracy Control in Dense Urban Environment with Low-Cost Receiver and Multi-Constellation GNSS. 9th Multi-GNSS Asia (MGA) Conference, October 9-11, 2017, Jakarta, Indonesia, Oct 2017, Jakarta, Indonesia. ⟨hal-02193751⟩
  • Y. Méneroux, A. Le Guilcher, Olivier Orfila, B. Lusetti, Guillaume Saint Pierre, et al.. Using Surrogate Road Network for Map-Matching: A Sensitivity Analysis of Positional Accuracy. International Conference on GeoComputation (GeoComputation2017), September 4-7, 2017, Leeds, UK, Sep 2017, Leeds, United Kingdom. ⟨hal-02193747⟩
  • N.-T. Dang, Viola Cavallo, J. Thomson, A. Gorrini, A. Piwowarczyk, et al.. Crossing the Street in Dyads: Social Influence on Pedestrian Behaviour in an Immersive Virtual Environment. Road Safety and Simulation International conference (RSS2017), October 17-19, 2017, The Hague, The Netherlands, Oct 2017, The Hague, Netherlands. ⟨hal-02193746⟩
  • Guillaume Saint Pierre. La mobilité numérique au service de la sécurité routière. 26ème entretiens Jacques Cartier \guillemotleft Facteurs humains, technologies embarquées et numériques : Quel rôle pour les politiques de sécurité routière, November 22-23, 2016, Lyon, France, Nov 2016, Lyon, France. ⟨hal-02194677⟩
  • Guillaume Saint Pierre, Vincent Ledoux, Thierry Serre, Eric Violette. La mobilité numérique au service de la sécurité routière. Evaluation des politiques de sécurité routière : nouvelles technologies, enjeux économiques et communication - ORSI EPSR, Nov 2016, Paris, France. 22p. ⟨hal-01458099⟩
  • Guillaume Saint Pierre. Quantifying Ecodriving Performances: Efficient Feedback for Efficient Driving. Workshop "Human factors of green driving", TRB 94th Annual Meeting, January 11, 2015, Washington, USA, Jan 2015, Washington, United States. ⟨hal-02194676⟩
  • Patrick Susini, Olivier Houix, Guillaume Saint Pierre. Loudness effect on pairwise comparisons and sorting. the 170th ASA meeting, Nov 2015, Jacksonville, United States. ⟨hal-01255894⟩
  • N. Gimonet, A. Cord, Guillaume Saint Pierre. How to Predict Real Road State from Vehicle Embedded Camera?. 2015~IEEE Intelligent Vehicles Symposium~(IV), June~28 - July 01, 2015, Seoul, Korea, Jun 2015, Seoul, South Korea. ⟨10.1109/IVS.2015.7225749⟩. ⟨hal-02193740⟩
  • Michel Lutz, Laurette Guyonvarch, Guillaume Saint Pierre, Anne Guillaume. Data-mining for driver behavior analysis. European Network for Business and Industrial Statistics (ENBIS), Sep 2015, Prague, Czech Republic. ⟨hal-02093443⟩
  • Camila Freitas Salgeiredo, Olivier Orfila, Guillaume Saint Pierre, Alex Coiret, Pierre-Olivier Vandanjon, et al.. Overview of strategies for reducing co2 emissions during the use phase of passenger cars. Transport Research Arena 2014 proceedings, 2014, Paris, France. pp.1-10. ⟨hal-02987426⟩
  • C. Freitas Salgueiredo, Olivier Orfila, Guillaume Saint Pierre, S. Glaser, A. Coiret, et al.. Overview of Solutions for Reducing CO2 Emissions during the Use Phase of Passenger Cars. TRA2014 Transport Research Arena 2014 : Transport Solutions: from Research to Deployment - Innovate Mobility, Mobilise Innovation !, April 14-17, 2014, Paris La Défense, France, Apr 2014, Paris La Défense, France. ⟨hal-02193741⟩
  • Guillaume Saint Pierre. From FOT to NDS Recent Developments in UDRIVE The First Large-Scale European Naturalistic Driving Study. 4th International Symposium on Naturalistic Driving Research, August 25-28, 2014, Blacksburg, USA, Aug 2014, Blacksburg, United States. ⟨hal-02194674⟩
  • Guillaume Saint Pierre. Big data, sécurité routière, et assurances. Table ronde de l'Institut des actuaires "données internes, données externes", October 15, 2014, Paris, France, Oct 2014, Paris, France. ⟨hal-02194675⟩
  • Olivier Orfila, Guillaume Saint Pierre, Mickaël Messias, Judicaël Abecassis, Pablo Mejuto, et al.. Development of an Ecodriving Assistance Application for Nomadic Devices Performing Real-time and Post-trip Coaching for Road Vehicles. TRA2014 - Transport Research Arena, Apr 2014, France. 10 p. ⟨hal-01056321⟩
  • Guillaume Saint Pierre, Hélène Tattegrain, Clément Val. Impact evaluation of speed regulation systems using naturalistic driving data: The EuroFOT example. TRA 2014 - Transport Research Arena : 5th Conference: Transport Solutions from Research to Deployment, Apr 2014, Paris, France. 10 p. ⟨hal-01292844v2⟩
  • Cindie Andrieu, Guillaume Saint Pierre, Xavier Bressaud. Estimation of Space-Speed Profiles : A Functional Approach Using Smoothing Splines. 2013 IEEE Intelligent Vehicles Symposium (IV), June 23-26, 2013, Gold Coast, Australia, Jun 2013, Gold Coast, Australia. ⟨10.1109/IVS.2013.6629594⟩. ⟨hal-02193742⟩
  • Guillaume Saint Pierre, Cindie Andrieu. Statistique et sécurité routière : L'observation de la conduite en situation naturelle. 45ème journées de Statistique, Mai 27-31, 2013, Toulouse, France, May 2013, Toulouse, France. ⟨hal-02194670⟩
  • Guillaume Saint Pierre. Design and Development of Mobile Service for Ecodriving. DECOMOBIL : Workshop "Nomadic transport services for multimodal mobility", November 15, 2012, Lyon, France, Nov 2012, Lyon, France. ⟨hal-02194673⟩
  • Guillaume Saint Pierre. ADAS Impact Assessment. FOT-Net International Workshop: round table on Impact Assessment and Scaling up, October 21, 2012, Vienna, Austria, Oct 2012, Vienna, Austria. ⟨hal-02194672⟩
  • Guillaume Saint Pierre. Statistical Modeling of Safety Events in Naturalistic Driving Data: An Application to Speed Regulation Systems. 5th International Conference on Traffic and Transport Psychology, August 29-31, 2012, Groningen, The Netherlands, Aug 2012, Groningen, Netherlands. ⟨hal-02194671⟩
  • A Rakotonirainy, N Haworth, Guillaume Saint Pierre, Patricia Delhomme. Research issues in Eco-driving. 22nd International Technical Conference on the Enhaced Safety of Vehicles, Jun 2011, France. 7p. ⟨hal-00880521⟩
  • M Benmimoum, F Faber, Ml Aust, Guillaume Saint Pierre, A Zlocki. Safety analysis method for assessing the impacts of advanced driver assistance systems within the european large scale field test Eurofot. 8th European Congress and Exhibition on Intelligent Transport Systems and Services, Jun 2011, France. 15p. ⟨hal-00904358⟩
  • T Bellet, Jean-Charles Bornard, P Mayenobe, Guillaume Saint Pierre. A computational model for car drivers situation awareness simulation: Cosmodrive. DHM 2011 First International Symposium on Digital Human Modeling, Jun 2011, France. 8p. ⟨hal-00908678⟩
  • Guillaume Saint Pierre, Cindie Andrieu. Caractérisation de l'éco-conduite et construction d'un indicateur dynamique pour véhicules thermiques. PRAC 2010 : Prévention des Risques et Aides à la Conduite, May 2010, France. 10p. ⟨hal-00560568⟩
  • Dominique Gruyer, Guillaume Saint Pierre, Alain Lambert. A fast monte carlo algorythm for collision probability estimation. IEEE International conference on control automation robotic and vision, Dec 2008, France. 7p. ⟨hal-00850806⟩
  • Guillaume Saint Pierre, Maurice Aron, Ruth Bergel, Eric Violette. Rain reconstruction from various weather- related data sets using logistic regression : Methodology and applications. TRB 2007 Annual meeting, Jan 2007, France. 15p. ⟨hal-00364344⟩
  • Maurice Aron, Ruth Bergel Hayat, Guillaume Saint Pierre, Eric Violette. Added risk by rainy weather on the roads of Normandie-Centre region in France : Some elements for the French IRCAD-SARI traffic monitoring and information system for drivers and operators. 11th World Conference on Transportation Research WCTR, Jun 2007, France. 21p. ⟨hal-00371870⟩

Books1 document

  • Guillaume Saint Pierre. Le système LAVIA et la consommation de carburant : Méthodes exploratoires pour données de conduite en situation naturelle. LABORATOIRE CENTRAL DES PONTS ET CHAUSSEES (LCPC), 120p, bibliogr., fig., tabl., 2010, ⟨10.3829/erlpc.cr54-fr⟩. ⟨hal-00555458⟩

Book sections2 documents

  • Guillaume Saint Pierre, Vincent Ledoux, Thierry Serre, Eric Violette. La mobilité numérique au service de la sécurité routière. Blanchard, Gilles and Carnis, Laurent. Évaluation des politiques de sécurité routières. Nouvelles technologies, enjeux économiques et communication, L'Harmattan, 2017. ⟨hal-02194861⟩
  • Jérémy Vrignon, Andry Rakotonirainy, Dominique Gruyer, Guillaume Saint Pierre. The impact of subjective factors on driver vigilance: a driving simulator study. In: Driver behaviour and training, volume 3, chapitre 29. The impact of subjective factors on driver vigilance: a driving simulator study. In: Driver behaviour and training, volume 3, chapitre 29, ASHGATE, pp. 367-377, 2008. ⟨hal-00921228⟩

Preprints, Working Papers, ...2 documents

  • Cindie Andrieu, Guillaume Saint Pierre, Xavier Bressaud. A moving fixed-interval filter/smoother for estimation of vehicle position using odometer and map-matched GPS. 2013. ⟨hal-00915402⟩
  • Cindie Andrieu, Guillaume Saint Pierre, Xavier Bressaud. A functional analysis of speed profiles: smoothing using derivative information, curve registration, and functional boxplot. 2013. ⟨hal-00915475v2⟩

Reports3 documents

  • Véronique Font, Bernard Garel, Ludovic d'Estampes, Guillaume Saint Pierre. Rapport d’expertise de la procédure de qualification des équipements ILS. Limites et Probabilités de confiance.. [Rapport Technique] IXI/AED/01/P015, IXI. 2002. ⟨hal-01331340⟩
  • Véronique Font, Bernard Garel, Ludovic d'Estampes, Guillaume Saint Pierre. Study of the ILS certification process. Confidence limits and probabilities.. [Technical Report] IXI. 2002. ⟨hal-01332300⟩
  • Véronique Font, Bernard Garel, Ludovic d'Estampes, Guillaume Saint Pierre. Rapport concernant la possibilité d’utiliser le MTBO théorique dans la procédure de qualification des équipements ILS. [Rapport Technique] IXI/SDO/00/P093/N1, IXI. 2001. ⟨hal-01330115⟩

Habilitation à diriger des recherches1 document

  • Guillaume Saint Pierre. Évaluation de l’impact des systèmes de transports intelligents. Statistiques [math.ST]. Université d'Evry-Val-d'Essonne, 2017. ⟨tel-01670569⟩