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2020 – today
- 2024
[i7]Nina Wiedemann, Christian Nöbel, Henry Martin, Lukas Ballo, Martin Raubal:
Bike network planning in limited urban space. CoRR abs/2405.01770 (2024)- [i6]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:
EPT-1.5 Technical Report. CoRR abs/2410.15076 (2024) - 2023
- [b1]Henry Martin:
Computational Methods for Sustainable Mobility - Interpretation and Prediction of Tracking Data using Graphs and Machine Learning. ETH Zurich, Zürich, Switzerland, 2023 - [j5]Nina Wiedemann, Henry Martin, Esra Suel, Ye Hong, Yanan Xin:
Influence of tracking duration on the privacy of individual mobility graphs. J. Locat. Based Serv. 17(4): 370-388 (2023) - [j4]Moritz Neun
, Christian Eichenberger, Yanan Xin, Cheng Fu, Nina Wiedemann, Henry Martin, Martin Tomko, Lukas Ambühl, Luca Hermes, Michael Kopp:
Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities. IEEE Trans. Intell. Transp. Syst. 24(11): 12821-12830 (2023) - [j3]Henry Martin, Nina Wiedemann, Daniel J. Reck, Martin Raubal:
Graph-based mobility profiling. Comput. Environ. Urban Syst. 100: 101910 (2023) - [j2]Henry Martin, Ye Hong, Nina Wiedemann, Dominik Bucher, Martin Raubal:
Trackintel: An open-source Python library for human mobility analysis. Comput. Environ. Urban Syst. 101: 101938 (2023) - [c11]Nina Wiedemann, Henry Martin, René Westerholt:
Benchmarking Regression Models Under Spatial Heterogeneity. GIScience 2023: 11:1-11:15 - [i5]Moritz Neun, Christian Eichenberger, Yanan Xin, Cheng Fu, Nina Wiedemann, Henry Martin, Martin Tomko, Lukas Ambühl, Luca Hermes, Michael Kopp:
Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities. CoRR abs/2302.08761 (2023) - [i4]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:
Traffic4cast at NeurIPS 2022 - Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors. CoRR abs/2303.07758 (2023) - 2022
- [c10]Ye Hong, Henry Martin, Martin Raubal:
How do you go where?: improving next location prediction by learning travel mode information using transformers. SIGSPATIAL/GIS 2022: 61:1-61:10 - [i3]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 L. 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:
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. CoRR abs/2203.17070 (2022) - [i2]Ye Hong, Henry Martin, Martin Raubal:
How do you go where? Improving next location prediction by learning travel mode information using transformers. CoRR abs/2210.04095 (2022) - 2021
- [j1]Max Franke, Henry Martin, Steffen Koch, Kuno Kurzhals:
Visual Analysis of Spatio-temporal Phenomena with 1D Projections. Comput. Graph. Forum 40(3): 335-347 (2021) - [c9]Dominik Bucher, Henry Martin, David Jonietz, Martin Raubal, René Westerholt:
Estimation of Moran's I in the Context of Uncertain Mobile Sensor Measurements. GIScience (I) 2021: 2:1-2:15 - [c8]Ye Hong, Yanan Xin, Henry Martin, Dominik Bucher, Martin Raubal:
A Clustering-Based Framework for Individual Travel Behaviour Change Detection. GIScience (II) 2021: 4:1-4:15 - [c7]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 L. 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:
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. NeurIPS (Competition and Demos) 2021: 97-112 - [c6]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:
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) 2021: 251-278 - 2020
- [c5]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:
Traffic4cast at NeurIPS 2020 ? yet more on theunreasonable effectiveness of gridded geo-spatial processes. NeurIPS (Competition and Demos) 2020: 325-343
2010 – 2019
- 2019
- [c4]Pengxiang Zhao, Dominik Bucher, Henry Martin, Martin Raubal:
A Clustering-Based Framework for Understanding Individuals' Travel Mode Choice Behavior. AGILE Conference 2019: 77-94 - [c3]Henry Martin, Dominik Bucher, Ye Hong, René Buffat, Christian Rupprecht, Martin Raubal:
Graph-ResNets for short-term traffic forecasts in almost unknown cities. NeurIPS (Competition and Demos) 2019: 153-163 - [c2]David P. Kreil, Michael K. Kopp, David Jonietz, Moritz Neun, Aleksandra Gruca, Pedro Herruzo, Henry Martin, Ali Soleymani, Sepp Hochreiter:
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) 2019: 232-241 - [i1]Henry Martin, Ye Hong, Dominik Bucher, Christian Rupprecht, René Buffat:
Traffic4cast-Traffic Map Movie Forecasting - Team MIE-Lab. CoRR abs/1910.13824 (2019) - 2018
- [c1]David Jonietz, Dominik Bucher, Henry Martin, Martin Raubal:
Identifying and Interpreting Clusters of Persons with Similar Mobility Behaviour Change Processes. AGILE Conf. 2018: 291-307
Coauthor Index
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