Filipe Rodrigues
Orcid: 0000-0001-6979-6498Affiliations:
- Technical University of Denmark, Department of Management Engineering, Kongens Lyngby, Denmark
- University of Coimbra, CISUC, Portugal
According to our database1,
Filipe Rodrigues
authored at least 53 papers
between 2010 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Arrival Time Prediction for Autonomous Shuttle Services in the Real World: Evidence from Five Cities.
CoRR, 2024
Appl. Soft Comput., 2024
Learning to Control Autonomous Fleets from Observation via Offline Reinforcement Learning.
Proceedings of the European Control Conference, 2024
2023
Short-term bus travel time prediction for transfer synchronization with intelligent uncertainty handling.
Expert Syst. Appl., December, 2023
Prediction of departure delays at original stations using deep learning approaches: A combination of route conflicts and rolling stock connections.
Expert Syst. Appl., November, 2023
Mind the Gap - Modelling Difference Between Censored and Uncensored Electric Vehicle Charging Demand.
CoRR, 2023
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility, 2023
On the Importance of Stationarity, Strong Baselines and Benchmarks in Transport Prediction Problems.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Computational Logistics - 14th International Conference, 2023
2022
Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models.
IEEE Trans. Intell. Transp. Syst., 2022
Modeling Censored Mobility Demand Through Censored Quantile Regression Neural Networks.
IEEE Trans. Intell. Transp. Syst., 2022
Pattern Recognit., 2022
Recurrent flow networks: A recurrent latent variable model for density estimation of urban mobility.
Pattern Recognit., 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
2021
Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts for Inventory Management.
CoRR, 2021
CoRR, 2021
Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
2020
Beyond Expectation: Deep Joint Mean and Quantile Regression for Spatiotemporal Problems.
IEEE Trans. Neural Networks Learn. Syst., 2020
Is Travel Demand Actually Deep? An Application in Event Areas Using Semantic Information.
IEEE Trans. Intell. Transp. Syst., 2020
Semi-nonparametric Latent Class Choice Model with a Flexible Class Membership Component: A Mixture Model Approach.
CoRR, 2020
Recurrent Flow Networks: A Recurrent Latent Variable Model for Spatio-Temporal Density Modelling.
CoRR, 2020
CoRR, 2020
CoRR, 2020
2019
IEEE Trans. Intell. Transp. Syst., 2019
Combining time-series and textual data for taxi demand prediction in event areas: A deep learning approach.
Inf. Fusion, 2019
Expert Syst. Appl., 2019
Towards Robust Deep Reinforcement Learning for Traffic Signal Control: Demand Surges, Incidents and Sensor Failures.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
2018
Heteroscedastic Gaussian processes for uncertainty modeling in large-scale crowdsourced traffic data.
CoRR, 2018
Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems.
CoRR, 2018
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
IEEE Trans. Pattern Anal. Mach. Intell., 2017
A Bayesian Additive Model for Understanding Public Transport Usage in Special Events.
IEEE Trans. Pattern Anal. Mach. Intell., 2017
2016
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016
2015
Mining point-of-interest data from social networks for urban land use classification and disaggregation.
Comput. Environ. Urban Syst., 2015
Why so many people? Explaining Nonhabitual Transport Overcrowding With Internet Data.
IEEE Trans. Intell. Transp. Syst., 2015
Using Data From the Web to Predict Public Transport Arrivals Under Special Events Scenarios.
J. Intell. Transp. Syst., 2015
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015
Proceedings of the Progress in Artificial Intelligence, 2015
2014
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
2013
Pattern Recognit. Lett., 2013
2011
Proceedings of the Ambient Intelligence, 2011
2010
Proceedings of the Ambient Intelligence, 2010