Monte Verità, Ascona, Switzerland
May 10-12, 2023
VITA | Visual Intelligence for Transport, EPF Lausanne
| Speaker | Affiliation | Title | Download |
|---|---|---|---|
| Satish V. Ukkusuri | Purdue University | Multi-modal energy efficient mobility analytics at scale for transportation hubs | - |
| Jack Haddad | Technion | Traffic flow of urban air mobility: Modeling, control, and simulation | - |
| Shadi Sharif Azadeh | TU Delft | Feeding the future: Operations research and reinforcement learning for the next-generation real-time desicions | - |
Satish Ukkusuri is a Reilly Professor in the Lyles School of Civil Engineering at Purdue University and Director of the Urban Mobility Networks and Intelligence (UMNI) Lab. His research is in the area of interdisciplinary transportation networks with current interests in data driven mobility solutions, disaster management, resilience of interdependent networks, connected and autonomous traffic systems, shared mobility platforms, and smart logistics. He is a University Faculty Scholar (2017-2022), ASCE Fellow, Fulbright Fellow, a selectee of the National Academy of Engineering (NAE) JAFOE conference (2016), a selectee of the National Academy of Science (NAS) Arab American Frontiers of Science, Engineering and Medicine in 2017 and a CUTC/ARTBA Faculty Award (2011) among other awards. He has published more than 350 peer reviewed papers in journals such as PNAS, Nature Communications and Transportation Research Part B. He is the Editor in Chief of the Journal Data Science for Transportation (Springer) and Editor in Chief of the ACM Journal of Autonomous Transportation.
Jack Haddad is an Associate Professor of Transportation Engineering with the Civil and Environmental Engineering faculty, the Technion – Israel Institute of Technology, and the Head of the Technion Sustainable Mobility and Robust Transportation (T-SMART) Laboratory. He received all his degrees B.Sc. (2003), M.Sc. (2006), and Ph.D. (2010) in Transportation Engineering from the Technion. He served as a post-doctoral researcher (2010-2013) at the Urban Transport Systems Laboratory (LUTS), EPFL, Switzerland. His current research interests include urban air mobility, autonomous vehicles, traffic flow modeling and control, large-scale complex networks, advanced transportation systems management, and public transportation. Dr. Haddad serves as an Associate Editor for two journals: Transportation Research Part C and IEEE Transactions on Intelligent Transportation Systems. He was a recipient of the European Union Marie Curie, Career Integration Grant (CIG), and a recipient of two Israel Science Foundation (ISF) grants. He is currently the head of the Technion Transportation Research Institute (TRI), and the Assistant to the Senior Executive Vice President for Equal Opportunities. He is also a Visiting Faculty Researcher at Google.
Shadi Sharif Azadeh is a tenured assistant professor at Civil Engineering and Geosciences faculty and the co-director of SUM (Sustainable Urban Multi-modal Mobility) lab at TU Delft in the department of Transport & Planning. Her areas of expertise include integration of operations research with behavioural models for transport, mobility and logistics networks (Choice Driven Optimization). More precisely, her current major projects are related to 1) combining pricing and assortment optimisation methods to model supply and demand interplay for last mile delivery and urban mobility systems and 2) developing real-time methods to be incorporated in combinatorial optimisation framework for large-scale transport problems. She is an editorial board editor at Transportation Research Part B: Methodological, editorial board member of Transportation Research Part C: Emerging Technologies and guest editor of three special issues at Transportation Science, EURO Journal of Transport and Logistics and OR Spectrum.
| Speaker/s | Affiliation | Title | Download |
|---|---|---|---|
| Abdelfattah & Alahi | EPFL | Contrastive learning for robust semi-supervised skeleton-based action recognition | - |
| Anagnostopoulos & Geroliminis | EPFL | Formulation of time to collision for elliptical agents | - |
| Ataç | EPFL | Integrating MATSim and rebalancing operations strategies in car sharing systems: Case studies from Switzerland | - |
| Ballo | ETHZ | Modelling road space allocation on street networks for radical sustainable mobility transitions | - |
| Balthasar, Ohnmacht, Walter | HSLU | Fare-reduction vouchers for pupils on public transport: Methodology and first results | PDF 0.9MB |
| Beojone & Geroliminis | EPFL | Using revenue forecasting to reposition vehicles in ride-sourcing | - |
| Beine, Bierlaire, Paschalidis, Vortisch | UNI.LU, EPFL | Sampling of alternatives in migration aspiration models | PDF 0.3MB |
| Bobrow Falbel | InterScity | Spatial out-of-sample estimation of cycling OD matrices | - |
| Brunner, Ni, Makridis, Kouvelas | ETHZ | An integrated microscopic bicycle simulation model considering non-lane-based traffic characteristics | PDF 0.1MB |
| Cachaco & Erath | FHNW | How relevant is the aggregation bias with regards to mode choice? | PDF 2.3MB |
| Corbière & Alahi | EPFL | Zero-shot pedestrian action recognition using vision-language models | - |
| Cortes Balcells, Krueger, Bierlaire | EPFL, DTU | Interdisciplinary behavioral model (IBM) for controlling infectious diseases | PDF 0.9MB |
| Danalet, Guggisberg, Sieber, Knupp, Bischoff, Bützberger | SBB | Modelling foreign tourists in Switzerland | PDF 8.4MB |
| De Almeida Costa, Marra, Corman | ETHZ | Insights into travel behaviour and commuting patterns: A GPS tracking study with public transport and private mode trips | - |
| Fayed, Nilsson, Geroliminis | EPFL | Modelling and simulation of high-occupancy on-demand micro-transit services | - |
| Fehlberg | FEDRO | Automated driving in Switzerland - Legal basis | PDF 2.5MB |
| Fuchs & Corman | ETHZ | Addressing uncertain vehicle availability in line planning | - |
| Gramsch & Axhausen | ETHZ | Exploring the impact of the social network geography on the individual’s activity space | - |
| Grosse & Alahi | EPFL | A relative AI security risk assessment of autonomous vehicles | - |
| Grübel, Vivar Rios, Balac, Xin, Franken, Ossey, Raubal, Axhausen, Riba-Grognuz | ETHZ, EPFL | CH on the move: Introducing the prototype digital twin of the Swiss mobility system | PDF 1.5MB |
| Guillaume-Gentil | Transitec | Introducing Transitec | |
| Haering & Bierlaire | EPFL | A spatial branch and bound algorithm for continuous pricing with advanced discrete choice demand modeling | PDF 0.5MB |
| Heil | Swiss Post | Pioneering on-demand mobility: Insights and challenges by PostAuto, leader of on-demand mobility in Switzerland | - |
| Heimgartner & Axhausen | ETHZ | To consider or not to consider? An endogenous choice set formation approach to model the home office frequency decision | PDF 0.4MB |
| Heinonen, Meyer de Freitas, Meister, Schwab, Roth, Hintermann, Götschi, Axhausen | ETHZ, Uni Basel | The E-biking in Switzerland (EBIS) study: Methods and dataset | PDF 1.5MB |
| Hintermann, Molloy, Schoeman, Götschi, Castro, Tchervenkov, Tomic, Axausen | Uni Basel, ETHZ, UOregon, ZHAW | Pigovian transport pricing in practice | - |
| Hintermann, Roth, Schwab, Axhausen, Meister, Meyer de Freitas, Götschi | Uni Basel, ETHZ, UOregon | Mobility pricing to promote e-biking and reduce transportation externalities: A GPS-tracked experiment | - |
| Hu, Yang, Axhausen | ETHZ, Tongji | Travel simulation modelling and analysis of urban transport in Shanghai | - |
| Kagho, Martí Escofet, Balac | ETHZ | Reliability of agent’s decision-making parameters in on-demand mobility simulations | - |
| Klasovitá & Corman | ETHZ | Line planning with passenger demand uncertainty | - |
| Küng | Swiss Post | With full speed to e-mobility: Available technology, operational processess, and development topics | - |
| Kukić, Benchelabi, Bierlaire | EPFL | Hybrid simulator for capturing dynamics of synthetic population | - |
| Liang, Lo, Ng, Axhausen | HKUST, ETHZ | Towards walkability enhancement: A systematic review and future directions | PDF 1.1MB |
| Lichtin, Smith, Axhausen, Bernauer | ETHZ | The future of public transport design in a postpandemic world | PDF 2.3MB |
| Liu, Rahimi, Rajic, Luan, Alahi | EPFL | Social causality: Towards causally-aware neural representations of multi-agent interactions | - |
| Livingston | ETHZ | Analysis, comparison, and constructive critique of cycling norms | - |
| Lordieck | ETHZ | Towards a new disruption management framework in railways by applying chaos theory | - |
| Maljkovic, Nilsson, Geroliminis | EPFL | Determining optimal charging prices for electric ride-hailing fleets via contextual bandits | - |
| Marra & Corman | EPFL | Assessing real-time information systems during disruptions in public transportation | - |
| Meyer de Freitas & Axhausen | ETHZ | Route choice preferences of cyclists in Switzerland: A SP-survey as part of the EBIS project | PDF 2.1MB |
| Micallef, Balac, Ossey, Riba-Grognuz, Grübel | KTH, EPFL, ETHZ | Towards an automated, open, and reproducible synthetic population of Switzerland | - |
| Miotti | EPFL | A detailed atlas on urban form in Switzerland to understand travel demand across scales | - |
| Mousavi, Bahrami, Kouvelas | ETHZ, Razi | A mixed H2/H∞ controller design for a platoon with multiple human-driven and connected and automated vehicles | - |
| Muratori | ZHAW, UZH | Planning and visual tools for an optimal linking of on-demand services & public transit | PDF 0.7MB |
| Ni, Makridis, Kouvelas | ETHZ | Three-dimensional macroscopic fundamental diagrams for dedicated bicycle and car traffic in an actuated signal control network | PDF 2.2MB |
| Nilsson & Geroliminis | EPFL | Macroscopic rebalancing of ride-hailing vehicles through a convex MPC approach | - |
| Nold & Corman | ETHZ | A simulation-based approach for determination of the traction chain efficiency for multiple train trajectories | - |
| Ortelli, de Lapparent, Bierlaire | HEIG-VD, EPFL | LSH-based adaptive batch size gradient descent for discrete choice models | PDF 0.5MB |
| Papini & Eggermond | ETHZ, FHNW | Cycling accidents: A juntion-oriented approach - An analysis of cycling accidents in Switzerland | - |
| Pougala, Hillel, Bierlaire | EPFL, UCL | From one-day to multiday activity scheduling: Extending the OASIS framework | PDF 3.0MB |
| Rezvany, Hillel, Bierlaire | EPFL, UCL | From domestic energy demand to household activity patterns | PDF 0.9MB |
| Sallard & Balać | ETHZ | A comparison between Bayesian networks and statistical matching for travel demand generation | - |
| Schatzmann | ETHZ | Preferences in tradeable credit schemes: An empirical study for Munich, Germany | - |
| Schwab, Hintermann, Goetz, Molloy | Uni Basel, SNB, FAIRTIQ | Reducing transportation externalities through nudging: Results from a GPS-tracked experiment | - |
| Shukla | EPFL | A study of deep learning based covariance estimation | - |
| Sifringer | EPFL | ImageDCM: integrating images into discrete choice models when facing correlated data | - |
| Spanninger, Wiedemann, Corman | ETHZ | Predicting train delays with confidence: A comparative analysis to quantify the uncertainty of train delay predictions | - |
| Stokkink, de Palma, Geroliminis | EPFL, CYU | Multi-modal ride-matching with transfers | - |
| Sun, Makridis, Genser, Axenie, Grossi, Kouvelas | ETHZ, TH Nürnberg, Huawei | Exploring antifragility in traffic networks: Anticipating disturbances with reinforcement learning | - |
| Tak, Fonod, Geroliminis | EPFL | Deep learning-based vehicle re-identification using temporal information in urban traffic | - |
| Torres Duran, Bierlaire | EPFL | Static elevator dispatching problem with destination control: Branch-and-price | PDF 1.5MB |
| Trepat Borecka, Leutwiler, Corman, Bešinović | ETHZ, TU Dresden | Computational evaluation of geographic decomposition choices in railway traffic planning | - |
| van Eggermond, Schaffner, Studer, Erath | FHNW | Quantifying the effect of street design on driving speed on urban roads | PDF 8.7MB |
| Winkler | ETHZ | How similar are our activity-travel patterns from week to week? An intraindividual analysis using four weeks of GPS and diary data in Switzerland | - |
| Wang, Pougala, Bierlaire | EPFL | Initial comparisons between multiple discrete-continuous extreme value (MDCEV) model and optimization-based activity scheduling integrating simultaneous choice dimensions (OASIS) framework | PDF 0.8MB |
| Wang | EPFL | Addressing ride-sourcing spatial demand asymmetry through the optimization of inter-region pooling proportions | - |
| Yan | ETHZ | Scheduling tamping actions with consideration of drivers response failures | - |
| Yang, de Palma, Geroliminis | EPFL, CYU | Tailored priority allocation in the bottleneck model with general user heterogeneity | - |
| Zani, Kielhauser, Adey | ETHZ | Overcoming challenges in cost-benefit analysis of urban cycling infrastructure | - |
| Zhang & Lygeros | EPFL | Routing and charging game in ride-hailing service with electric vehicles | - |
| Zhu & Geroliminis | EPFL | Hierarchical control for idle vehicle repositioning in autonomous mobility on demand systems | - |