David Jonietz

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 20

Top Venues

COSIT

AGILE Conf.

LBS

ISPRS Int. J. Geo Inf.

University of Augsburg, Germany (PHD)

Education History

University of Augsburg, Germany

PHD

Publications

Bo Xu, David Jonietz, Rohit Gupta, Ali Soleymani, Kevin Malm, Reinhard Köhn
STAMP: An Approach to ETA Prediction by Spatio-temporal Discretization and Machine Learning. ITSC (2022)
David Jonietz, Monika Sester, Kathleen Stewart, Stephan Winter, Martin Tomko, Yanan Xin
Urban Mobility Analytics (Dagstuhl Seminar 22162). Dagstuhl Reports 12 (4) (2022)
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 (2022)
Pengxiang Zhao, David Jonietz, Martin Raubal
Applying frequent-pattern mining and time geography to impute gaps in smartphone-based human-movement data. Int. J. Geogr. Inf. Sci. 35 (11) (2021)
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)
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)
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)
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)
David Jonietz, Michael Kopp
Towards Modeling Geographical Processes with Generative Adversarial Networks (GANs) (Short Paper). COSIT (2019)
David Jonietz, Dominik Bucher, Henry Martin, Martin Raubal
Identifying and Interpreting Clusters of Persons with Similar Mobility Behaviour Change Processes. AGILE Conf. (2018)
Jorim Urner, Dominik Bucher, Jing Yang, David Jonietz
Assessing the Influence of Spatio-Temporal Context for Next Place Prediction using Different Machine Learning Approaches. ISPRS Int. J. Geo Inf. 7 (5) (2018)
Dominik Bucher, Francesca Mangili, Claudio Bonesana, David Jonietz, Francesca Cellina, Martin Raubal
Demo Abstract: Extracting eco-feedback information from automatic activity tracking to promote energy-efficient individual mobility behavior. Comput. Sci. Res. Dev. 33 (1-2) (2018)
David Jonietz, Dominik Bucher
Continuous Trajectory Pattern Mining for Mobility Behaviour Change Detection. LBS (2018)
David Jonietz, Vyron Antoniou, Linda See, Alexander Zipf
Highlighting Current Trends in Volunteered Geographic Information. ISPRS Int. J. Geo Inf. 6 (7) (2017)
Ioannis Giannopoulos, David Jonietz, Martin Raubal, Georgios Sarlas, Lisa Stähli
Timing of Pedestrian Navigation Instructions. COSIT (2017)
David Jonietz, Peter Kiefer
Uncertainty in Wayfinding: A Conceptual Framework and Agent-Based Model. COSIT (2017)
David Jonietz, Alexander Zipf
Defining Fitness-for-Use for Crowdsourced Points of Interest (POI). ISPRS Int. J. Geo Inf. 5 (9) (2016)
Dominik Bucher, David Jonietz, Martin Raubal
A Heuristic for Multi-modal Route Planning. LBS (2016)
David Jonietz
Personalizing Walkability: A Concept for Pedestrian Needs Profiling Based on Movement Trajectories. AGILE Conf. (2016)
Jonathan Bitsch, David Jonietz, Sabine Timpf
Eine agentenbasierte Fußgängersimulation zur Bewertung der Bewegungs- und Nutzungsmuster eines städtischen Platzes. AGIT Journal Angew. Geoinformatik 2 (2016)
Carolin von Groote-Bidlingmaier, David Jonietz, Sabine Timpf
Calculating Route Probability from Uncertain Origins to a Destination. LBS (2014)
David Jonietz, Wolfgang Schuster, Sabine Timpf
Modelling the Suitability of Urban Networks for Pedestrians: An Affordance-Based Framework. AGILE Conf. (2013)
David Jonietz, Sabine Timpf
An Affordance-Based Simulation Framework for Assessing Spatial Suitability. COSIT (2013)

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Publication Activity (10 Years)

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David Jonietz