Henry Martin

According to our database, Henry Martin authored at least 18 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities.

Moritz Neun, Christian Eichenberger, Yanan Xin, Cheng Fu, Nina Wiedemann, Henry Martin, Martin Tomko, Lukas Ambühl, Luca Hermes, Michael Kopp

IEEE Trans. Intell. Transp. Syst., November, 2023

Influence of tracking duration on the privacy of individual mobility graphs.

Nina Wiedemann, Henry Martin, Esra Suel, Ye Hong, Yanan Xin

J. Locat. Based Serv., October, 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., April, 2023

Graph-based mobility profiling.

Henry Martin, Nina Wiedemann, Daniel J. Reck, Martin Raubal

Comput. Environ. Urban Syst., March, 2023

Computational Methods for Sustainable Mobility - Interpretation and Prediction of Tracking Data using Graphs and Machine Learning.

Henry Martin

PhD thesis, 2023

Benchmarking Regression Models Under Spatial Heterogeneity.

Nina Wiedemann, Henry Martin, René Westerholt

Proceedings of the 12th International Conference on Geographic Information Science, 2023

2022

How do you go where?: improving next location prediction by learning travel mode information using transformers.

Ye Hong, Henry Martin, Martin Raubal

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

2021

Visual Analysis of Spatio-temporal Phenomena with 1D Projections.

Max Franke, Henry Martin, Steffen Koch, Kuno Kurzhals

Comput. Graph. Forum, 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, 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

Proceedings of the NeurIPS 2022 Competition Track, 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, 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

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

A Clustering-Based Framework for Individual Travel Behaviour Change Detection.

Ye Hong, Yanan Xin, Henry Martin, Dominik Bucher, Martin Raubal

Proceedings of the 11th International Conference on Geographic Information Science, 2021

Estimation of Moran's I in the Context of Uncertain Mobile Sensor Measurements.

Dominik Bucher, Henry Martin, David Jonietz, Martin Raubal, René Westerholt

Proceedings of the 11th International Conference on Geographic Information Science, 2021

2020

Traffic4cast at NeurIPS 2020 ? yet more on theunreasonable effectiveness of gridded geo-spatial processes.

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

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

2019

Traffic4cast-Traffic Map Movie Forecasting - Team MIE-Lab.

Henry Martin, Ye Hong, Dominik Bucher, Christian Rupprecht, René Buffat

CoRR, 2019

Graph-ResNets for short-term traffic forecasts in almost unknown cities.

Henry Martin, Dominik Bucher, Ye Hong, René Buffat, Christian Rupprecht, Martin Raubal

Proceedings of the NeurIPS 2019 Competition and Demonstration Track, 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, David Jonietz, Moritz Neun, Aleksandra Gruca, Pedro Herruzo, Henry Martin, Ali Soleymani, Sepp Hochreiter

Proceedings of the NeurIPS 2019 Competition and Demonstration Track, 2019

A Clustering-Based Framework for Understanding Individuals' Travel Mode Choice Behavior.

Pengxiang Zhao, Dominik Bucher, Henry Martin, Martin Raubal

Proceedings of the Geospatial Technologies for Local and Regional Development, 2019

2018

Identifying and Interpreting Clusters of Persons with Similar Mobility Behaviour Change Processes.

David Jonietz, Dominik Bucher, Henry Martin, Martin Raubal

Proceedings of the Geospatial Technologies for All, 2018