Tim Hillel

About Tim Hillel

Tim Hillel, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at École Polytechnique Fédérale de Lausanne, specializes in the field of machine learning, choice models, transport modelling, travel behaviour.

His recent articles reflect a diverse array of research interests and contributions to the field:

Intra-household interactions in ABMs

Intra-household interactions in ABMs: Household-level choice set generation

RUMBoost: Gradient Boosted Random Utility Models

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

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

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

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

Modelling Travel Time Anticipation Under Rational Inattention and Endogenous Information Constraints

Tim Hillel Information

University

Position

Postdoc Switzerland

Citations(all)

292

Citations(since 2020)

287

Cited By

54

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Tim Hillel Skills & Research Interests

machine learning

choice models

transport modelling

travel behaviour

Top articles of Tim Hillel

Intra-household interactions in ABMs

2024/2/23

Tim Hillel
Tim Hillel

H-Index: 4

Michel Bierlaire
Michel Bierlaire

H-Index: 48

Intra-household interactions in ABMs: Household-level choice set generation

2024/2/6

Tim Hillel
Tim Hillel

H-Index: 4

Michel Bierlaire
Michel Bierlaire

H-Index: 48

RUMBoost: Gradient Boosted Random Utility Models

arXiv preprint arXiv:2401.11954

2024/1/22

Tim Hillel
Tim Hillel

H-Index: 4

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

Transportation Research Part C: Emerging Technologies

2023/12

Michel Bierlaire
Michel Bierlaire

H-Index: 48

Tim Hillel
Tim Hillel

H-Index: 4

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

Transportation research part C: emerging technologies

2023/11/1

Tim Hillel
Tim Hillel

H-Index: 4

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

Travel Behaviour and Society

2023/10/1

Tim Hillel
Tim Hillel

H-Index: 4

Rico Krueger
Rico Krueger

H-Index: 7

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

Transportation Research Part C: Emerging Technologies

2023/10/1

Tim Hillel
Tim Hillel

H-Index: 4

Michel Bierlaire
Michel Bierlaire

H-Index: 48

Modelling Travel Time Anticipation Under Rational Inattention and Endogenous Information Constraints

2023/9/8

Modelling the impact of activity duration on utility-based scheduling decisions: a comparative analysis

2023/9/8

Tim Hillel
Tim Hillel

H-Index: 4

Michel Bierlaire
Michel Bierlaire

H-Index: 48

Simulating multiple intra-household interactions in ABMs

2023/7/20

Tim Hillel
Tim Hillel

H-Index: 4

Michel Bierlaire
Michel Bierlaire

H-Index: 48

Joint modelling of household activity patterns and domestic energy demand

2023/6/13

Tim Hillel
Tim Hillel

H-Index: 4

Michel Bierlaire
Michel Bierlaire

H-Index: 48

Gradient Boosted Utility Models

2023/6/2

Tim Hillel
Tim Hillel

H-Index: 4

From one-day to multiday activity scheduling: Extending the OASIS framework

2023/5/10

Tim Hillel
Tim Hillel

H-Index: 4

Michel Bierlaire
Michel Bierlaire

H-Index: 48

From domestic energy demand to household activity patterns

2023/5/10

Tim Hillel
Tim Hillel

H-Index: 4

Michel Bierlaire
Michel Bierlaire

H-Index: 48

Simulating multiple intra-household interactions

2023

Tim Hillel
Tim Hillel

H-Index: 4

Michel Bierlaire
Michel Bierlaire

H-Index: 48

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

Transportation

2022/10/16

ciDATGAN: Conditional Inputs for Tabular GANs

arXiv preprint arXiv:2210.02404

2022/10/5

Capturing trade-offs between daily scheduling choices

Journal of Choice Modelling

2022/6

Tim Hillel
Tim Hillel

H-Index: 4

Michel Bierlaire
Michel Bierlaire

H-Index: 48

Parameter estimation for activity-based models

Proc. 22nd Swiss Transp. Res. Conf.’, Ascona, Switzerland

2022/5/18

Tim Hillel
Tim Hillel

H-Index: 4

Michel Bierlaire
Michel Bierlaire

H-Index: 48

Representing location choice within activity-based models

2022/5/11

Tim Hillel
Tim Hillel

H-Index: 4

Michel Bierlaire
Michel Bierlaire

H-Index: 48

See List of Professors in Tim Hillel University(École Polytechnique Fédérale de Lausanne)

Co-Authors

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