201 citations · 344 across the 9 of their papers we have counts for
10 papers
A city-scale IoT-enabled ridesharing platform
Claudio Gambella, Julien Monteil, Anton Dekusar +3
The advent of on-demand mobility systems is expected to have a tremendous potential on the wellness of transportation users in cities. Yet such positive effects are reached when th…
On model selection for scalable time series forecasting in transport networks
Julien Monteil, Anton Dekusar, Claudio Gambella +2
The transport literature is dense regarding short-term traffic predictions, up to the scale of 1 hour, yet less dense for long-term traffic predictions. The transport literature is…
On the needs for MaaS platforms to handle competition in ridesharing mobility
Venktesh Pandey, Julien Monteil, Claudio Gambella +1
Ridesharing has been emerging as a new type of mobility. However, the early promises of ridesharing for alleviating congestion in cities may be undermined by a number of challenges…
Personalized Optimization with User's Feedback
Andrea Simonetto, Emiliano Dall'Anese, Julien Monteil +1
This paper develops an online algorithm to solve a time-varying optimization problem with an objective that comprises a known time-varying cost and an unknown function. This proble…
Real-time City-scale Ridesharing via Linear Assignment Problems
Andrea Simonetto, Julien Monteil, Claudio Gambella
In this paper, we propose a novel, computational efficient, dynamic ridesharing algorithm. The beneficial computational properties of the algorithm arise from casting the rideshari…
Using Deep Learning to Extend the Range of Air-Pollution Monitoring and Forecasting
Philipp Haehnel, Jakub Marecek, Julien Monteil +1
Across numerous applications, forecasting relies on numerical solvers for partial differential equations (PDEs). Although the use of deep-learning techniques has been proposed, act…
Bayesian Classifier for Route Prediction with Markov Chains
Jonathan P. Epperlein, Julien Monteil, Mingming Liu +3
We present here a general framework and a specific algorithm for predicting the destination, route, or more generally a pattern, of an ongoing journey, building on the recent work…
A Hidden Markov Model for Route and Destination Prediction
Yassine Lassoued, Julien Monteil, Yingqi Gu +3
We present a simple model and algorithm for predicting driver destinations and routes, based on the input of the latest road links visited as part of an ongoing trip. The algorithm…
On string stability of nonlinear bidirectional asymmetric heterogeneous platoon systems
Julien Monteil, Giovanni Russo, Robert Shorten
This paper is concerned with the study of bidirectionally coupled platoon systems. The case considered is when the vehicles are heterogeneous and the coupling can be nonlinear and…
and stability analysis of heterogeneous traffic with application to parameter optimisation for the control of automated vehicles
Julien Monteil, Melanie Bouroche, Douglas J. Leith
The presence of (partially) automated vehicles on the roads presents an opportunity to compensate the unstable behaviour of conventional vehicles. Vehicles subject to perturbations…