The 26th Trafikdage annual conference on traffic and transport will be held in Aalborg, Denmark from 22-23 August 2022. Francisco Camara Pereira is organizing an executive session titled “AI in modelling and managing traffic” to review some of the latest developments in AI, modeling and traffic management, but also contrast with existing “classical” approaches. The session will take place on August 22nd, 11:30-13:00. During the session, Filipe Rodrigues will have a talk titled “Machine learning approaches for transport predictions problems: are we making progress in the right direction? ” where he will discuss the importance of stationarity, strong baselines and benchmarks in transport prediction problems.
Our group will also be presenting four interesting papers. Check out below for more details.
- Session: 4th line Traffic models
- Time: Monday, 22 August, 14:00 – 15:30
- Title: Reinforcement Learning for Autonomous Mobility-on-Demand Systems
- Authors: Daniele Gammelli, Kaidi Yang, James Harrison, Filipe Rodrigues, Francisco Camara Pereira, Marco Pavone
- Session: 4th line Traffic models
- Time: Monday, 22 August, 14:00 – 15:30
- Title: Estimating and implementing a Danish activity-based model in SimMobility
- Authors: Mayara Monteiro, Ravi Seshadri, Carlos Lima Azevedo
- Session: 4th line ITS
- Time: Tuesday, 23 August, 08:30 – 10:00
- Title: Machine learning for real-time prediction of origin-destination demand in rail with smart card and supply data
- Authors: Victor Flensburg, Carlos Lima Azevedo, Filipe Rodrigues, Fabrizio Cerreto
- Session: Bicycle traffic and road safety I
- Time: Tuesday, 23 August, 08:30 – 10:00
- Title: Feasibility of detecting cyclists’ phone use with computer vision
- Authors: Felix Siebert, Christoffer Riis, Jakob Kristensen, Oguzhan Gül, Kira Hyldekær Janstrup, Hanhe Lin, Francisco Camara Pereira, Frederik Boe Hüttel