Julien Monteil

According to our database, Julien Monteil authored at least 30 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Geometric Collaborative Filtering with Convergence.

Hisham Husain, Julien Monteil

CoRR, 2024

Personalised Outfit Recommendation via History-aware Transformers.

David Jung, Julien Monteil, Philip Schulz, Volodymyr Vaskovych

CoRR, 2024

MARec: Metadata Alignment for cold-start Recommendation.

Julien Monteil, Volodymyr Vaskovych, Wentao Lu, Anirban Majumder, Anton van den Hengel

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

2022

On Model Selection for Scalable Time Series Forecasting in Transport Networks.

Julien Monteil, Anton Dekusar, Claudio Gambella, Yassine Lassoued, Martin Mevissen

IEEE Trans. Intell. Transp. Syst., 2022

2021

Personalized optimization with user's feedback.

Andrea Simonetto, Emiliano Dall'Anese, Julien Monteil, Andrey Bernstein

Autom., 2021

2020

Using deep learning to extend the range of air pollution monitoring and forecasting.

Philipp Haehnel, Jakub Marecek, Julien Monteil, Fearghal O'Donncha

J. Comput. Phys., 2020

2019

$\mathcal{L}_2$ and $\mathcal{L}_{\infty}$ Stability Analysis of Heterogeneous Traffic With Application to Parameter Optimization for the Control of Automated Vehicles.

Julien Monteil, Mélanie Bouroche, Douglas J. Leith

IEEE Trans. Control. Syst. Technol., 2019

A city-scale IoT-enabled ridesharing platform.

Claudio Gambella, Julien Monteil, Anton Dekusar, Sergio Cabrero Barros, Andrea Simonetto, Yassine Lassoued

CoRR, 2019

Deep Learning to Scale up Time Series Traffic Prediction.

Julien Monteil, Anton Dekusar, Claudio Gambella, Yassine Lassoued, Martin Mevissen

CoRR, 2019

On the needs for MaaS platforms to handle competition in ridesharing mobility.

Venktesh Pandey, Julien Monteil, Claudio Gambella, Andrea Simonetto

CoRR, 2019

On L∞ string stability of nonlinear bidirectional asymmetric heterogeneous platoon systems.

Julien Monteil, Giovanni Russo, Robert Shorten

Autom., 2019

On the coexistence of human-driven and automated vehicles within platoon systems.

Julien Monteil, Giovanni Russo

Proceedings of the 17th European Control Conference, 2019

2018

Context-dependent reconfiguration of autonomous vehicles in mixed traffic.

José Miguel Horcas, Julien Monteil, Mélanie Bouroche, Mónica Pinto, Lidia Fuentes, Siobhán Clarke

J. Softw. Evol. Process., 2018

Scaling up Deep Learning for PDE-based Models.

Philipp Haehnel, Jakub Marecek, Julien Monteil, Fearghal O'Donncha

CoRR, 2018

On L_∞ string stability of asymmetrically coupled bidirectional heterogeneous platoon systems.

Julien Monteil, Giovanni Russo, Robert Shorten

CoRR, 2018

Bayesian classifier for Route prediction with Markov chains.

Jonathan P. Epperlein, Julien Monteil, Mingming Liu, Yingqi Gu, Sergiy Zhuk, Robert Shorten

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017

On the Design of Nonlinear Distributed Control Protocols for Platooning Systems.

Julien Monteil, Giovanni Russo

IEEE Control. Syst. Lett., 2017

A hidden Markov model for route and destination prediction.

Yassine Lassoued, Julien Monteil, Yingqi Gu, Giovanni Russo, Robert Shorten, Martin Mevissen

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

2016

L₂ and L_∞ stability analysis of heterogeneous traffic with application to parameter optimisation for the control of (partially-)autonomous vehicles.

Julien Monteil, Mélanie Bouroche, Douglas J. Leith

CoRR, 2016

A convex optimisation approach to traffic signal control.

Víctor Valls, Julien Monteil, Mélanie Bouroche

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Adaptive PID feedback control for the longitudinal dynamics of driver-assisted vehicles in mixed traffic.

Julien Monteil, Jacques Sau, Mélanie Bouroche

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Robust parameter estimation of car-following models considering practical non-identifiability.

Julien Monteil, Mélanie Bouroche

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Towards autonomic urban traffic control with collaborative multi-policy reinforcement learning.

Ivana Dusparic, Julien Monteil, Vinny Cahill

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015

Increasing Information in Socio-Technical MAS Considered Contentious.

Vivek Nallur, Julien Monteil, Tyler Sammons, Mélanie Bouroche, Siobhán Clarke

Proceedings of the 2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2015

Towards Evaluating the Benefits of Inter-vehicle Coordination.

Niall O'Hara, Marco Slot, Julien Monteil, Vinny Cahill, Mélanie Bouroche

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Real Time Estimation of Drivers' Behaviour.

Julien Monteil, Niall O'Hara, Vinny Cahill, Mélanie Bouroche

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

2014

Investigating the effects of cooperative vehicles on highway traffic flow homogenization: analytical and simulation studies.

Julien Monteil

PhD thesis, 2014

Linear and Weakly Nonlinear Stability Analyses of Cooperative Car-Following Models.

Julien Monteil, Romain Billot, Jacques Sau, Nour-Eddin El Faouzi

IEEE Trans. Intell. Transp. Syst., 2014

Real-Time Estimation of Pollution Emissions and Dispersion from Highway Traffic.

Samitha Samaranayake, Steven D. Glaser, David Holstius, Julien Monteil, Ken Tracton, Edmund Seto, Alexandre M. Bayen

Comput. Aided Civ. Infrastructure Eng., 2014

Can C-ITS lead to the emergence of Traffic Management 2.0?

Romain Billot, Nour-Eddin El Faouzi, Maxime Guériau, Julien Monteil

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014