Tim Hillel technical reports

This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Tim Hillel.

More information may be available here

@TechReport{RezHilBie2023,
author = {Rezvany, N., Bierlaire, M., and Hillel, T.},
title = {Simulating intra-household interactions for in- and out-of-home activity scheduling},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {},
year = {2023}
}

@TechReport{PougHillBier22,
author = {Pougala, J., Hillel, T., and Bierlaire, M.},
title = {OASIS: Optimisation-based Activity Scheduling with Integrated Simultaneous choice dimensions},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 221124},
year = {2022}
}

@TechReport{ManserEtAl2021,
author = {Manser, P., Haering, T., Hillel, T., Pougala, J., Krueger, R., and Bierlaire, M.},
title = {Resolving temporal scheduling conflicts in activity-based modelling},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 211209},
year = {2021}
}

@TechReport{BierFrejHill21,
author = {Bierlaire, M., Frejinger, E., and Hillel, T.},
title = {Dynamic choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 210305},
year = {2021}
}

@TechReport{PougHillBier21,
author = {Pougala, J., Hillel, T., and Bierlaire, M.},
title = {Capturing trade-offs between daily scheduling choices},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 210101},
year = {2021}
}

@TechReport{XieHillelJinEarly2021,
author = {Xie, S., Hillel, T., and Jin, Y.},
title = {An Early Stopping Bayesian Data Assimilation Approach for Mixed-Logit Estimation},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {arXiv:2101.11159},
year = {2021}
}

@TechReport{RezHilBie2021,
author = {Rezvany, N., Hillel, T., and Bierlaire, M.},
title = {Integrated models of transport and energy demand: A literature review and framework},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {},
year = {2021}
}

@TechReport{OrtHilPerLapBie2020,
author = {Ortelli, N., Hillel, T., Pereira, F. C., de Lapparent, M., and Bierlaire, M.},
title = {Assisted Specification of Discrete Choice Models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 200708},
year = {2020}
}

@TechReport{HillelNew2020,
author = {Hillel, T.},
title = {New perspectives on the performance of machine learning classifiers for mode-choice prediction},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 200704},
year = {2020}
}

@TechReport{LedLurHilBie19,
author = {Lederrey, G., Lurkin, V., Hillel, T., and Bierlaire, M.},
title = {Estimation of Discrete Choice Models with Hybrid Stochastic Adaptive Batch Size Algorithms},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 191213},
year = {2019}
}

@TechReport{HillelBierlaireJinReview2019,
author = {Hillel, T., Bierlaire, M., and Jin, Y.},
title = {A systematic review of machine learning methodologies for modelling passenger mode choice},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 191025},
year = {2019}
}