Henry Martin

29 papers Journal 14Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Universal Diffusion-Based Probabilistic Downscaling.
CoRR
Roberto Molinaro, Niall Siegenheim, Henry Martin, Mark Frey, Niels Poulsen, Philipp Seitz, Marvin Vincent Gabler
2025 J jnl
EPT-2 Technical Report.
CoRR
Roberto Molinaro, Niall Siegenheim, Niels Poulsen, Jordan Dane Daubinet, Henry Martin, Mark Frey, Kevin Thiart, Alexander Jakob Dautel, Andreas Schlueter, Alex Grigoryev, Bogdan Danciu, Nikoo Ekhtiari, Bas Steunebrink, Leonie Wagner, Marvin Vincent Gabler
2024 J jnl
Bike network planning in limited urban space.
CoRR
Nina Wiedemann, Christian Nöbel, Henry Martin, Lukas Ballo, Martin Raubal
2024 J jnl
EPT-1.5 Technical Report.
CoRR
Roberto Molinaro, Jordan Dane Daubinet, Alexander Jakob Dautel, Andreas Schlueter, Alex Grigoryev, Nikoo Ekhtiari, Bas Steunebrink, Kevin Thiart, Roan John Song, Henry Martin, Leonie Wagner, Andrea Giussani, Marvin Vincent Gabler
2023 — conf
Benchmarking Regression Models Under Spatial Heterogeneity.
GIScience
Nina Wiedemann, Henry Martin, René Westerholt
2023 — —
Computational Methods for Sustainable Mobility - Interpretation and Prediction of Tracking Data using Graphs and Machine Learning.
Henry Martin
2023 J jnl
Graph-based mobility profiling.
Comput. Environ. Urban Syst.
Henry Martin, Nina Wiedemann, Daniel J. Reck, Martin Raubal
2023 J jnl
Influence of tracking duration on the privacy of individual mobility graphs.
J. Locat. Based Serv.
Nina Wiedemann, Henry Martin, Esra Suel, Ye Hong, Yanan Xin
2023 J jnl
Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities.
IEEE Trans. Intell. Transp. Syst.
Moritz Neun, Christian Eichenberger, Yanan Xin, Cheng Fu, Nina Wiedemann, Henry Martin, Martin Tomko, Lukas Ambühl, Luca Hermes, Michael Kopp
2023 J jnl
Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities.
CoRR
Moritz Neun, Christian Eichenberger, Yanan Xin, Cheng Fu, Nina Wiedemann, Henry Martin, Martin Tomko, Lukas Ambühl, Luca Hermes, Michael Kopp
2023 J jnl
Trackintel: An open-source Python library for human mobility analysis.
Comput. Environ. Urban Syst.
Henry Martin, Ye Hong, Nina Wiedemann, Dominik Bucher, Martin Raubal
2023 J jnl
Traffic4cast at NeurIPS 2022 - Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors.
CoRR
Moritz Neun, Christian Eichenberger, Henry Martin, Markus Spanring, Rahul Siripurapu, Daniel Springer, Leyan Deng, Chenwang Wu, Defu Lian, Min Zhou, Martin Lumiste, Andrei Ilie, Xinhua Wu, Cheng Lyu, Qing-Long Lu, Vishal Mahajan, Yichao Lu, Jiezhang Li, Junjun Li, Yue-Jiao Gong, Florian Grötschla, Joël Mathys, Ye Wei, He Haitao, Hui Fang, Kevin Malm, Fei Tang, Michael Kopp, David P. Kreil, Sepp Hochreiter
2022 J jnl
How do you go where? Improving next location prediction by learning travel mode information using transformers.
CoRR
Ye Hong, Henry Martin, Martin Raubal
2022 — conf
How do you go where?: improving next location prediction by learning travel mode information using transformers.
SIGSPATIAL/GIS
Ye Hong, Henry Martin, Martin Raubal
2022 — conf
Optimizing Electric Vehicle Charging Schedules Based on Probabilistic Forecast of Individual Mobility.
AGILE Conf.
Haojun Cai, Yanan Xin, Henry Martin, Martin Raubal
2022 J jnl
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes.
CoRR
Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai Le Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter
2022 — conf
Unlocking social network analysis methods for studying human mobility.
AGILE Conf.
Nina Wiedemann, Henry Martin, Martin Raubal
2021 — conf
A Clustering-Based Framework for Individual Travel Behaviour Change Detection.
GIScience (II)
Ye Hong, Yanan Xin, Henry Martin, Dominik Bucher, Martin Raubal
2021 — conf
Estimation of Moran's I in the Context of Uncertain Mobile Sensor Measurements.
GIScience (I)
Dominik Bucher, Henry Martin, David Jonietz, Martin Raubal, René Westerholt
2021 — conf
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes.
NeurIPS (Competition and Demos)
Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai Le Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter
2021 — conf
Traffic4cast at NeurIPS 2022 – Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors.
NeurIPS (Competition and Demos)
Moritz Neun, Christian Eichenberger, Henry Martin, Markus Spanring, Rahul Siripurapu, Daniel Springer, Leyan Deng, Chenwang Wu, Defu Lian, Min Zhou, Martin Lumiste, Andrei Ilie, Xinhua Wu, Cheng Lyu, Qing-Long Lu, Vishal Mahajan, Yichao Lu, Jiezhang Li, Junjun Li, Yue-Jiao Gong, Florian Grötschla, Joël Mathys, Ye Wei, He Haitao, Hui Fang, Kevin Malm, Fei Tang, Michael Kopp, David P. Kreil, Sepp Hochreiter
2021 J jnl
Visual Analysis of Spatio-temporal Phenomena with 1D Projections.
Comput. Graph. Forum
Max Franke, Henry Martin, Steffen Koch, Kuno Kurzhals
2020 — conf
Exploring Factors that Influence Individuals' Choice Between Internal Combustion Engine Cars and Electric Vehicles.
AGILE Conf.
Dominik Bucher, Henry Martin, Jannik Hamper, Atefeh Jaleh, Henrik Becker, Pengxiang Zhao, Martin Raubal
2020 — conf
Traffic4cast at NeurIPS 2020 ? yet more on theunreasonable effectiveness of gridded geo-spatial processes.
NeurIPS (Competition and Demos)
Michael Kopp, David P. Kreil, Moritz Neun, David Jonietz, Henry Martin, Pedro Herruzo, Aleksandra Gruca, Ali Soleymani, Fanyou Wu, Yang Liu, Jingwei Xu, Jianjin Zhang, Jay Santokhi, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Pak Hay Kwok, Qi Qi, Sepp Hochreiter
2019 — conf
A Clustering-Based Framework for Understanding Individuals' Travel Mode Choice Behavior.
AGILE Conference
Pengxiang Zhao, Dominik Bucher, Henry Martin, Martin Raubal
2019 — conf
Graph-ResNets for short-term traffic forecasts in almost unknown cities.
NeurIPS (Competition and Demos)
Henry Martin, Dominik Bucher, Ye Hong, René Buffat, Christian Rupprecht, Martin Raubal
2019 — conf
The surprising efficiency of framing geo-spatial time series forecasting as a video prediction task - Insights from the IARAI Traffic4cast Competition at NeurIPS 2019.
NeurIPS (Competition and Demos)
David P. Kreil, Michael K. Kopp, David Jonietz, Moritz Neun, Aleksandra Gruca, Pedro Herruzo, Henry Martin, Ali Soleymani, Sepp Hochreiter
2019 J jnl
Traffic4cast-Traffic Map Movie Forecasting - Team MIE-Lab.
CoRR
Henry Martin, Ye Hong, Dominik Bucher, Christian Rupprecht, René Buffat
2018 — conf
Identifying and Interpreting Clusters of Persons with Similar Mobility Behaviour Change Processes.
AGILE Conf.
David Jonietz, Dominik Bucher, Henry Martin, Martin Raubal