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Marc-Edouard Schultheiss

EPFL ENAC IA LASUR
BP 2236 (Bâtiment BP)
Station 16
1015 Lausanne

Office: BP 2236
EPFLENACIALASUR

Website: https://lasur.epfl.ch/

EPFL ENAC IA LASUR
BP 2236 (Bâtiment BP)
Station 16
1015 Lausanne

Expertise

I make maps, graphs, statistics, models and write about how people move in cities. How people organize their activities and travels in time (scheduling) and space (locational behaviors). My raw material is mainly multi-day GPS data, survey data, and Open Data (OSM, GTFS).
What I use in my research
  • Books and Internet
  • Programming (Python, mainly)
  • Spatial data analytics
  • Network analytics
  • Statistical pattern recognition
  • Discrete choice modeling
  • Rendering tools (html, css, illustrator, cartography)

Expertise

I make maps, graphs, statistics, models and write about how people move in cities. How people organize their activities and travels in time (scheduling) and space (locational behaviors). My raw material is mainly multi-day GPS data, survey data, and Open Data (OSM, GTFS).
What I use in my research
  • Books and Internet
  • Programming (Python, mainly)
  • Spatial data analytics
  • Network analytics
  • Statistical pattern recognition
  • Discrete choice modeling
  • Rendering tools (html, css, illustrator, cartography)

Education

Ph.D

| Urban and Behavioral Science

2019 – 2023 EPFL, MIT

Research Intern

| Mobility Futures Collaborative lab

2017 – 2017 MIT

M.Sc.

| Transportation Engineering (with minor in Architecture)

2015 – 2017 EPFL

Gap Year

| Intern in architecture, living-lab experience, travels

2014 – 2015 ____________________

B.Sc.

| Civil Engineering

2012 – 2014 EPFL

Tech Degree

| Civil Engineering

2010 – 2012 Université Lyon 1

Professionals experiences

Project Manager Data and Mobility

Research Coordinator / SBB Key Account Manager

Planning urban proximities: An empirical analysis of how residential preferences conflict with the urban morphologies and residential practices

M.-E. SchultheissL. PattaroniV. Kaufmann

Cities

2024-06-20

DOI : 10.1016/j.cities.2024.105215

Data Domotopia: introduction to the quantitative survey

M.-E. SchultheissF. del PuppoG. ClementG. DrevonV. Kaufmann  et al.

Transportation

2023-04-26

DOI : 10.1007/s11116-023-10388-y

Resistances to change in urban travel behaviors

M.-E. B. G. Schultheiss

Lausanne, EPFL, 2023.

DOI : 10.5075/epfl-thesis-10290.

Evaluation de la qualité de l’offre de transport public.

M.-E. Schultheiss

Genève.

Preliminary metadata paper. Data Domotopia: a web-based survey about home-making in a moving world.

L. PattaroniF. I. Del PuppoM.-E. SchultheissG. ClémentG. Drevon  et al.

2022.

Exploring "urban vitality" with open data

A. Saqalli

2022

Advisor(s) : M.-E. SchultheissV. Kaufmann

Geneva 15-minuteness: accessibility and use.

S. Dayer

2022

Advisor(s) : M.-E. SchultheissV. Kaufmann

Mobilipy - from raw GPS data to mobility data

M. Pleskowicz

2022

Advisor(s) : M.-E. SchultheissE. Bouillet

Assessment of the Bus Transit Network: A Perspective from the Daily Activity-Travel Organization of Travelers

M.-E. Schultheiss

Sustainability

2022-02-01

DOI : 10.3390/su14042406

Hégémonie des heures de pointe et vulnérabilités temporelles

A. GumyM.-E. Schultheiss

3èmes Rencontres Francophones Transport Mobilité, Paris.

Sustainable Urban Territories: leverage multi-day mobility motifs to address modal shift resistances

M.-E. Schultheiss

2021. BIVEC-GIBET Transport Research Days 2021 , Delft, Netherland , May 27-28, 2021.

Multi-day mobility motifs: method and applications

M.-E. SchultheissJ. PougalaM. Kukic

3rd Bridging Transportation Researchers Conference (BTR 2021), Online, August 5 - 6, 2021.

Home, Spatial Familiarity And Routines In Mobility Behaviours

M.-E. Schultheiss

2021. 15th ESA Conference Sociological Knowledges for Alternative Futures , Barcelona (online) , August 31-September 3, 2021.

Exploring causalities between modal habits, activity scheduling, and multi-day locational practices.

M.-E. Schultheiss

2021. 21st Swiss Transport Research Conference - STRC 2021 , Monte Verità, Ascona, Switzerland , September 12 - 14, 2021.

Exploratory strategies on the carbon-free mobility in Geneva 2050

V. KaufmannE. BernierM.-E. Schultheiss

2021

Introduction to activity spaces and human mobility behaviors

J. Tedeschi

2021

Advisor(s) : V. KaufmannM.-E. Schultheiss

Mobility Analysis using GPS Data User Inference and Location Privacy Quantification using MOBIS Data

Y. Tak

2021

Advisor(s) : M.-E. SchultheissE. Bouillet

Can Public Transport Feeds be an Open Proxy of Spatial Capital, Vitality and Action Space ?

P. Vogg

2021

Advisor(s) : M.-E. SchultheissV. Kaufmann

Human Mobility Labelling: a privacy-based trip labelling approach

V. Garnier

2021

Advisor(s) : M.-E. SchultheissE. Bouillet

Survey Data Domotopia

M.-E. SchultheissF. I. Del PuppoG. DrevonG. ClémentV. Kaufmann  et al.

2021.

Privacy score in transportation engineering

J. Salomon

2021

Advisor(s) : M.-E. SchultheissV. Kaufmann

Development of a Privacy-conscious Data Analytics Pipeline: Graph Based User Re-identification for Location Data

H. Hayakawa

2021

Advisor(s) : M.-E. SchultheissE. Bouillet

Typologie Rythmique opérationnelle de la mobilité (Vaud)

V. KaufmannG. DrevonA. GumyM.-E. Schultheiss

2021

Perspective rythmique sur l’offre et la demande en mobilité dans le Grand Genève

A. GumyM.-E. SchultheissV. KaufmannG. Drevon

2021

Qualité de desserte et patterns spatio-temporels : accompagner le renouvellement des politiques publiques de déplacement par une adaptation plus fine de l’offre à la demande

A. GumyM.-E. Schultheiss

CIST « Population, Temps, Territoires », Paris.

Qualité de desserte et patterns spatio-temporels : accompagner le renouvellement des politiques publiques de déplacement par une adaptation plus fine de l'offre à la demande

A. GumyM.-E. Schultheiss

2020. 5e colloque international du CIST « Population, Temps, Territoires » , Paris-Aubervilliers, France , November 18 - 20, 2020.

Hégémonie des heures de pointe et marginalités temporelles dans la mobilité quotidienne

A. GumyM.-E. Schultheiss

2020. 3èmes Rencontres Francophones Transport Mobilité (rftm 2020) , Marne-la-Valée, France , June 2-4, 2021.

Prospective on the relevance of drones in urban areas

M. Grangeot

2020

Advisor(s) : M.-E. SchultheissV. Kaufmann

Analysis of the transit supply and demand in the Grand Lausanne area

J. GschwendL. Tarpin-Pitre

2020

Advisor(s) : M.-E. SchultheissV. Kaufmann

Map matching algorithms and open data: leveraging GTFS and OSM data to improve accuracy

M. Pleskowicz

2020

Advisor(s) : M.-E. SchultheissE. Bouillet

Detecting public transport mobility from GPS data

T. Lavrov

2020

Advisor(s) : M.-E. SchultheissE. Bouillet

The perception of accessibility : cycling in Sydney

L. Aoustin

2020

Advisor(s) : M.-E. SchultheissV. KaufmannD. LevinsonN. Geroliminis

Time vulnerabilities: refereeing to keep the pace

A. GumyP. HosotteM.-E. Schultheiss

EspacesTemps.net

2020

DOI : 10.26151/espacestemps.net-5hay-zh41

Guide des profils rythmiques

M.-E. SchultheissA. Gumy

2019-09-11

Vulnérabilités temporelles : arbitrer pour tenir le rythme

P. HosotteM.-E. SchultheissA. Gumy

Rythmes en Sciences Sociales – Les Printanières d’EspacesTemps.net, Lausanne, Switzerland, May 9-10, 2019.

Introduction to the Swiss Data Custodian

M.-E. SchultheissE. BouilletO. Verscheure

2019

Motorization in the canton of Vaud, prospective study of the car fleet in 2040

M.-E. SchultheissE. RavaletY. DuboisV. Kaufmann

2019

Research and projects at the EPFL Transportation Center

M.-E. SchultheissC. Leonardi

6th International Railway Summit (IRS6), Prague, Czech Republic, February 21-23, 2018.

Introducing priority rules in Passenger Assignment Models: who loses, who wins?

M.-E. Schultheiss

2017-01-15

Advisor(s) : M. BierlaireS. BinderT. Robenek

Accounting for Dynamics in Pedestrian multi-class speed-density relationship

M.-E. Schultheiss

2017-01-15

Advisor(s) : M. BierlaireM. NikolicM. M. Cochon de Lapparent

Integrating Bicycle Travel Demand into a Land-Use and Transport Model of the Greater Boston Area

M.-E. Schultheiss

2017

Advisor(s) : C. ZegrasM. Bierlaire