← All authors Francisco C. Pereira Technical University of Denmark (from arXiv:2109.12042, 2021) · ORCID · OpenAlex
29 papers in scope · 28 published · 3 on the econ.EM arXiv · 1,126 citations · h-index 15 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Ioanna Arkoudi Carlos Lima Azevedo Akshay Vij Sander van Cranenburgh Daniel F. Villarraga Connor R. Forsythe John Paul Helveston Cristian Arteaga Mayara Moraes Monteiro Lorena Torres Lahoz Georges Sfeir Zhichao Fan Zexin Zhuang Stephane Hess Ricardo A. Daziano Ecenur Oğuz Robert L. Bray Yanhang Li Xian Sun Yingshuo Wang Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (4 of 29)
Bayesian optimization of electric vehicle charging infrastructure location planning: An agent-based simulation approach
published 2025 · Sustainable Cities and Society · 1 citations
Analyzing the behaviors of pedestrians and cyclists in interactions with autonomous systems using controlled experiments: A literature review
published 2025 · Transportation Research Part F Traffic Psychology and Behaviour · 8 citations
Multivariate prediction of temper outbursts in a sample of youth enriched for irritability using ecological momentary assessment data: A registered report
published 2025 · PLoS ONE
with Dipta Saha, Reut Naim, Melissa A. Brotman, Charles Zheng
Explainable active learning metamodeling for simulations: Method and experiments for ATM performance assessment
published 2024 · Transportation Research Part C Emerging Technologies · 5 citations
published 2023 · Transportation Research Part B Methodological · 9 citations · first circulated 2021
Graph Meta-Reinforcement Learning for Transferable Autonomous Mobility-on-Demand
published 2022 · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 20 citations
published 2021 · Journal of Choice Modelling · 9 citations
published 2021 · Neural Computing and Applications · first circulated 2020
Improving the accuracy and efficiency of online calibration for simulation-based Dynamic Traffic Assignment
published 2021 · Transportation Research Part C Emerging Technologies · 23 citations
Assisted specification of discrete choice models
published 2021 · Journal of Choice Modelling · 26 citations
Estimating causal effects with the neural autoregressive density estimator
published 2021 · Journal of Causal Inference · 3 citations · first circulated 2020
with Sergio Garrido, Stanislav S. Borysov, Jeppe Rich
Stop detection for smartphone-based travel surveys using geo-spatial context and artificial neural networks
published 2020 · Transportation Research Part C Emerging Technologies · 19 citations
with Valentino Servizi, Niklas Petersen, Otto Anker Nielsen
Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models
published 2020 · IEEE Transactions on Intelligent Transportation Systems · 7 citations · first circulated 2019
Prediction of rare feature combinations in population synthesis: Application of deep generative modelling
published 2020 · Transportation Research Part C Emerging Technologies · 9 citations · first circulated 2019
with Sergio Garrido, Stanislav S. Borysov, Jeppe Rich
Estimating latent demand of shared mobility through censored Gaussian Processes
published 2020 · Transportation Research Part C Emerging Technologies · 3 citations
How fair is the allocation of bike-sharing infrastructure? Framework for a qualitative and quantitative spatial fairness assessment
published 2020 · Transportation Research Part A Policy and Practice · 62 citations
with David Durán-Rodas, Dominic Villeneuve, Gebhard Wulfhorst
Beyond Expectation: Deep Joint Mean and Quantile Regression for Spatiotemporal Problems
published 2020 · IEEE Transactions on Neural Networks and Learning Systems · 14 citations · first circulated 2018
working paper 2019 · arXiv · 10 citations
How to generate micro-agents? A deep generative modeling approach to population synthesis
published 2019 · Transportation Research Part C Emerging Technologies · 99 citations
with Stanislav S. Borysov, Jeppe Rich
Predicting taxi demand hotspots using automated Internet Search Queries
published 2019 · Transportation Research Part C Emerging Technologies · 31 citations
with Ioulia Markou, Kevin Kaiser
Heteroscedastic Gaussian processes for uncertainty modeling in large-scale crowdsourced traffic data
published 2018 · Transportation Research Part C Emerging Technologies · 31 citations
Combining time-series and textual data for taxi demand prediction in event areas: A deep learning approach
published 2018 · Information Fusion · 178 citations
Deep Learning from Crowds
published 2018 · Proceedings of the AAAI Conference on Artificial Intelligence · 143 citations
Social network analysis in future transportation systems: Contributions on observability, behaviour and structure
published 2018 · Transportation Research Part C Emerging Technologies
with Constantinos Antoniou, Loukas Dimitriou
Probabilistic modeling and visualization for bankruptcy prediction
published 2017 · Applied Soft Computing · 88 citations
with Francisco Antunes, Bernardete Ribeiro
Competing risk mixture model and text analysis for sequential incident duration prediction
published 2015 · Transportation Research Part C Emerging Technologies · 54 citations
Methods for pre-processing smartcard data to improve data quality
published 2014 · Transportation Research Part C Emerging Technologies · 57 citations
with Steve Robinson, Narayanan Baskaran, Nelson Toh
Text analysis in incident duration prediction
published 2013 · Transportation Research Part C Emerging Technologies · 122 citations
Sequence labeling with multiple annotators
published 2013 · Machine Learning · 95 citations
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