Tim Hillel

University College London (from arXiv:2509.18047, 2025) · ORCID · OpenAlex

12 papers in scope · 11 published · 1 on the econ.EM arXiv · 317 citations · h-index 8 (over the papers listed here)

Papers

Show only papers in our arXiv econ.EM corpus (1 of 12)

Functional effects models: Accounting for preference heterogeneity in panel data with machine learning

working paper2025 · arXiv

with Nicolas Salvadé

Paper profile arXiv arXiv:2509.18047

Synthesising activity participations and scheduling with deep generative machine learning

published2025 · Transportation Research Part C Emerging Technologies · 1 citations

with Fred Shone

Transportation Research Part C Emerging Technologies

RUMBoost: Gradient boosted random utility models

published2024 · Transportation Research Part C Emerging Technologies · 7 citations

with Nicolas Salvadé

Transportation Research Part C Emerging Technologies

Simulating intra-household interactions for in-and out-of-home activity scheduling

published2023 · Transportation Research Part C Emerging Technologies · 10 citations

with Negar Rezvany, Michel Bierlaire

Transportation Research Part C Emerging Technologies

A prediction and behavioural analysis of machine learning methods for modelling travel mode choice

published2023 · Transportation Research Part C Emerging Technologies · 53 citations

with José Ángel Martín-Baos, Julio Alberto López-Gómez, Luis Rodríguez-Benítez, Ricardo Garćıa-Ródenas

Transportation Research Part C Emerging Technologies

OASIS: Optimisation-based Activity Scheduling with Integrated Simultaneous choice dimensions

published2023 · Transportation Research Part C Emerging Technologies · 20 citations

with Janody Pougala, Michel Bierlaire

Transportation Research Part C Emerging Technologies

Empowering revealed preference survey with a supplementary stated preference survey: demonstration of willingness-to-pay estimation within a mode choice case

published2023 · Travel Behaviour and Society · 16 citations

with Maliheh Tabasi, Alireza Raei, Rico Krueger, Taha Hossein Rashidi

Travel Behaviour and Society

Estimating flexibility preferences to resolve temporal scheduling conflicts in activity-based modelling

published2022 · Transportation · 5 citations

with Patrick Manser, Tom Haering, Janody Pougala, Rico Krueger, Michel Bierlaire

Transportation

Capturing trade-offs between daily scheduling choices

published2022 · Journal of Choice Modelling · 21 citations

with Janody Pougala, Michel Bierlaire

Journal of Choice Modelling

Assisted specification of discrete choice models

published2021 · Journal of Choice Modelling · 26 citations

with Nicola Ortelli, Francisco C. Pereira, Matthieu de Lapparent, Michel Bierlaire

Journal of Choice Modelling

Estimation of discrete choice models with hybrid stochastic adaptive batch size algorithms

published2020 · Journal of Choice Modelling · 15 citations

with Gael Lederrey, Virginie Lurkin, Michel Bierlaire

Journal of Choice Modelling

A systematic review of machine learning classification methodologies for modelling passenger mode choice

published2020 · Journal of Choice Modelling · 143 citations

with Michel Bierlaire, Mohammed Elshafie, Ying Jin

Journal of Choice Modelling

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.