Identifying and Interpreting Clusters of Persons with Similar Mobility Behaviour Change Processes. - David Jonietz; Dominik Bucher; Henry Martin; Martin Raubal (AGILE Conf., 2018)

A Clustering-Based Framework for Understanding Individuals' Travel Mode Choice Behavior. - Pengxiang Zhao; Dominik Bucher; Henry Martin; Martin Raubal (AGILE Conference, 2019)

The surprising efficiency of framing geo-spatial time series forecasting as a video prediction task - Insights from the IARAI Traffic4cast Competition at NeurIPS 2019. - David P. Kreil; Michael K. Kopp 001; David Jonietz; Moritz Neun; Aleksandra Gruca; Pedro Herruzo; Henry Martin; Ali Soleymani; Sepp Hochreiter (NeurIPS (Competition and Demos), 2019)

Graph-ResNets for short-term traffic forecasts in almost unknown cities. - Henry Martin; Dominik Bucher; Ye Hong; René Buffat; Christian Rupprecht 001; Martin Raubal (NeurIPS (Competition and Demos), 2019)

Traffic4cast-Traffic Map Movie Forecasting - Team MIE-Lab. - Henry Martin; Ye Hong; Dominik Bucher; Christian Rupprecht 001; René Buffat (CoRR, 2019)

Exploring Factors that Influence Individuals' Choice Between Internal Combustion Engine Cars and Electric Vehicles. - Dominik Bucher; Henry Martin; Jannik Hamper; Atefeh Jaleh; Henrik Becker; Pengxiang Zhao; Martin Raubal (AGILE Conf., 2020)

Traffic4cast at NeurIPS 2020 ? yet more on theunreasonable effectiveness of gridded geo-spatial processes. - Michael Kopp 001; David P. Kreil; Moritz Neun; David Jonietz; Henry Martin; Pedro Herruzo; Aleksandra Gruca; Ali Soleymani; Fanyou Wu; Yang Liu 253; Jingwei Xu; Jianjin Zhang; et al. (NeurIPS (Competition and Demos), 2020)

Estimation of Moran's I in the Context of Uncertain Mobile Sensor Measurements. - Dominik Bucher; Henry Martin; David Jonietz; Martin Raubal; René Westerholt (GIScience (I), 2021)

A Clustering-Based Framework for Individual Travel Behaviour Change Detection. - Ye Hong; Yanan Xin 001; Henry Martin; Dominik Bucher; Martin Raubal (GIScience (II), 2021)

Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. - Christian Eichenberger; Moritz Neun; Henry Martin; Pedro Herruzo; Markus Spanring; Yichao Lu; Sungbin Choi; Vsevolod Konyakhin; Nina Lukashina; Aleksei Shpilman; Nina Wiedemann; Martin Raubal; et al. (NeurIPS (Competition and Demos), 2021)

Traffic4cast at NeurIPS 2022 – Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors. - Moritz Neun; Christian Eichenberger; Henry Martin; Markus Spanring; Rahul Siripurapu; Daniel Springer; Leyan Deng; Chenwang Wu; Defu Lian; Min Zhou 006; Martin Lumiste; Andrei Ilie; et al. (NeurIPS (Competition and Demos), 2021)

Visual Analysis of Spatio-temporal Phenomena with 1D Projections. - Max Franke; Henry Martin; Steffen Koch 001; Kuno Kurzhals (Comput. Graph. Forum, 2021)

Optimizing Electric Vehicle Charging Schedules Based on Probabilistic Forecast of Individual Mobility. - Haojun Cai; Yanan Xin 001; Henry Martin; Martin Raubal (AGILE Conf., 2022)

Unlocking social network analysis methods for studying human mobility. - Nina Wiedemann; Henry Martin; Martin Raubal (AGILE Conf., 2022)

How do you go where?: improving next location prediction by learning travel mode information using transformers. - Ye Hong; Henry Martin; Martin Raubal (SIGSPATIAL/GIS, 2022)

Benchmarking Regression Models Under Spatial Heterogeneity. - Nina Wiedemann; Henry Martin; René Westerholt (GIScience, 2023)

Computational Methods for Sustainable Mobility - Interpretation and Prediction of Tracking Data using Graphs and Machine Learning. - Henry Martin (2023)

Graph-based mobility profiling. - Henry Martin; Nina Wiedemann; Daniel J. Reck; Martin Raubal (Comput. Environ. Urban Syst., 2023)

Trackintel: An open-source Python library for human mobility analysis. - Henry Martin; Ye Hong; Nina Wiedemann; Dominik Bucher; Martin Raubal (Comput. Environ. Urban Syst., 2023)

Influence of tracking duration on the privacy of individual mobility graphs. - Nina Wiedemann; Henry Martin; Esra Suel; Ye Hong; Yanan Xin 001 (J. Locat. Based Serv., 2023)

Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities. - Moritz Neun; Christian Eichenberger; Yanan Xin 001; Cheng Fu; Nina Wiedemann; Henry Martin; Martin Tomko; Lukas Ambühl; Luca Hermes; Michael Kopp 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Bike network planning in limited urban space. - Nina Wiedemann; Christian Nöbel; Henry Martin; Lukas Ballo; Martin Raubal (CoRR, 2024)

EPT-1.5 Technical Report. - 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; et al. (CoRR, 2024)

EPT-2 Technical Report. - 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; et al. (CoRR, 2025)