Martin Raubal

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 77

Top Venues

CoRR

Int. J. Geogr. Inf. Sci.

AGILE Conf.

GIScience

Publications

Yatao Zhang, Yi Wang, Song Gao, Martin Raubal
Context-aware knowledge graph framework for traffic speed forecasting using graph neural network. CoRR (2024)
Nina Wiedemann, Christian Nöbel, Henry Martin, Lukas Ballo, Martin Raubal
Bike network planning in limited urban space. CoRR (2024)
Nina Wiedemann, Krzysztof Janowicz, Martin Raubal, Ourania Kounadi
Where you go is who you are: a study on machine learning based semantic privacy attacks. J. Big Data 11 (1) (2024)
Rushan Wang, Yanan Xin, Yatao Zhang, Fernando Pérez-Cruz, Martin Raubal
Counterfactual Explanations for Deep Learning-Based Traffic Forecasting. CoRR (2024)
Tianyi Xiao, Kevin Gonyop Kim, Jakub Krukar, Rajasirpi Subramaniyan, Peter Kiefer, Angela Schwering, Martin Raubal
VResin: Externalizing spatial memory into 3D sketch maps. Int. J. Hum. Comput. Stud. 190 (2024)
Suvodip Chakraborty, Peter Kiefer, Martin Raubal
The influence of uncertainty visualization on cognitive load in a safety- and time-critical decision-making task. Int. J. Geogr. Inf. Sci. 38 (8) (2024)
Alexander Timans, Nina Wiedemann, Nishant Kumar, Ye Hong, Martin Raubal
Uncertainty Quantification for Image-based Traffic Prediction across Cities. CoRR (2023)
Ye Hong, Yanan Xin, Simon Dirmeier, Fernando Pérez-Cruz, Martin Raubal
Revealing behavioral impact on mobility prediction networks through causal interventions. CoRR (2023)
Ye Hong, Emanuel Stüdeli, Martin Raubal
Evaluating geospatial context information for travel mode detection. CoRR (2023)
Nina Wiedemann, Ourania Kounadi, Martin Raubal, Krzysztof Janowicz
Where you go is who you are - A study on machine learning based semantic privacy attacks. CoRR (2023)
Nina Wiedemann, Yanan Xin, Vasco Medici, Lorenzo Nespoli, Esra Suel, Martin Raubal
Vehicle-to-grid for car sharing - A simulation study for 2030. CoRR (2023)
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 (2023)
Dominik J. Mühlematter, Nina Wiedemann, Yanan Xin, Martin Raubal
Spatially-Aware Car-Sharing Demand Prediction. CoRR (2023)
Yatao Zhang, Tianhong Zhao, Song Gao, Martin Raubal
Incorporating multimodal context information into traffic speed forecasting through graph deep learning. Int. J. Geogr. Inf. Sci. 37 (9) (2023)
Luis Lutnyk, David Rudi, Emanuel Meier, Peter Kiefer, Martin Raubal
FlyBrate: Evaluating Vibrotactile Cues for Simulated Flight. Int. J. Hum. Comput. Interact. 39 (12) (2023)
Nina Wiedemann, Ye Hong, Martin Raubal
Predicting visit frequencies to new places (Short Paper). GIScience (2023)
Henry Martin, Nina Wiedemann, Daniel J. Reck, Martin Raubal
Graph-based mobility profiling. Comput. Environ. Urban Syst. 100 (2023)
Lorenzo Nespoli, Nina Wiedemann, Esra Suel, Yanan Xin, Martin Raubal, Vasco Medici
National-scale bi-directional EV fleet control for ancillary service provision. Energy Inform. 6 (1) (2023)
Ayda Grisiute, Heidi Silvennoinen, Shiying Li, Arkadiusz Chadzynski, Martin Raubal, Markus Kraft, Aurel Von Richthofen, Pieter Herthogs
A Semantic Spatial Policy Model to Automatically Calculate Allowable Gross Floor Areas in Singapore. CAAD Futures (2023)
Ye Hong, Henry Martin, Martin Raubal
How do you go where? Improving next location prediction by learning travel mode information using transformers. CoRR (2022)
Kevin Gonyop Kim, Jakub Krukar, Panagiotis Mavros, Jiayan Zhao, Peter Kiefer, Angela Schwering, Christoph Hölscher, Martin Raubal
3D Sketch Maps: Concept, Potential Benefits, and Challenges (Short Paper). COSIT (2022)
Ye Hong, Yatao Zhang, Konrad Schindler, Martin Raubal
Context-aware multi-head self-attentional neural network model for next location prediction. CoRR (2022)
Yanan Xin, Natasa Tagasovska, Fernando Perez-Cruz, Martin Raubal
Vision Paper: Causal Inference for Interpretable and Robust Machine Learning in Mobility Analysis. CoRR (2022)
Yatao Zhang, Martin Raubal
Street-level traffic flow and context sensing analysis through semantic integration of multisource geospatial data. Trans. GIS 26 (8) (2022)
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)
Yanan Xin, Natasa Tagasovska, Fernando Perez-Cruz, Martin Raubal
Vision paper: causal inference for interpretable and robust machine learning in mobility analysis. SIGSPATIAL/GIS (2022)
Tiffany C. K. Kwok, Peter Kiefer, Martin Raubal
Two-Step Gaze Guidance. ICMI (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)
Lorenzo Nespoli, Nina Wiedemann, Esra Suel, Yanan Xin, Martin Raubal, Vasco Medici
National-scale bi-directional EV fleet control for ancillary service provision. CoRR (2022)
Suvodip Chakraborty, Peter Kiefer, Martin Raubal
Improving Resilience by Communicating Predicted Disruptions in Control Rooms. INTERACT (Workshops) (2021)
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)
Nina Wiedemann, Martin Raubal
Traffic Forecasting on Traffic Moving Snippets. CoRR (2021)
Nishant Kumar, Martin Raubal
Applications of deep learning in traffic congestion alleviation: A survey. CoRR (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)
Joram Schito, Daniele Moncecchi, Martin Raubal
Determining transmission line path alternatives using a valley-finding algorithm. Comput. Environ. Urban Syst. 86 (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)
Ye Hong, Yanan Xin, Henry Martin, Dominik Bucher, Martin Raubal
A Clustering-Based Framework for Individual Travel Behaviour Change Detection. GIScience (II) (2021)
Fabian Göbel, Peter Kiefer, Martin Raubal
Correction to: FeaturEyeTrack: automatic matching of eye tracking data with map features on interactive maps. GeoInformatica 24 (4) (2020)
Martin Raubal
Spatial data science for sustainable mobility. J. Spatial Inf. Sci. 20 (1) (2020)
David Rudi, Peter Kiefer, Ioannis Giannopoulos, Martin Raubal
Gaze-based interactions in the cockpit of the future: a survey. J. Multimodal User Interfaces 14 (1) (2020)
Kuno Kurzhals, Fabian Göbel, Katrin Angerbauer, Michael Sedlmair, Martin Raubal
A View on the Viewer: Gaze-Adaptive Captions for Videos. CHI (2020)
Fabian Göbel, Kuno Kurzhals, Victor R. Schinazi, Peter Kiefer, Martin Raubal
Gaze-Adaptive Lenses for Feature-Rich Information Spaces. ETRA (2020)
Fabian Göbel, Peter Kiefer, Martin Raubal
FeaturEyeTrack: automatic matching of eye tracking data with map features on interactive maps. GeoInformatica 23 (4) (2019)
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)
Nelson Silva, Tanja Blascheck, Radu Jianu, Nils Rodrigues, Daniel Weiskopf, Martin Raubal, Tobias Schreck
Eye tracking support for visual analytics systems: foundations, current applications, and research challenges. ETRA (2019)
Johannes Schöning, Brent J. Hecht, Martin Raubal, Antonio Krüger, Meredith Marsh, Michael Rohs
Improving Interaction with Virtual Globes through Spatial Thinking: Helping Users Ask "Why?". CoRR (2019)
Pengxiang Zhao, Dominik Bucher, Henry Martin, Martin Raubal
A Clustering-Based Framework for Understanding Individuals' Travel Mode Choice Behavior. AGILE Conference (2019)
Haosheng Huang, Dominik Bucher, Julian Kissling, Robert Weibel, Martin Raubal
Multimodal Route Planning With Public Transport and Carpooling. IEEE Trans. Intell. Transp. Syst. 20 (9) (2019)
Tiffany C. K. Kwok, Peter Kiefer, Victor R. Schinazi, Benjamin Adams, Martin Raubal
Gaze-Guided Narratives: Adapting Audio Guide Content to Gaze in Virtual and Real Environments. CHI (2019)
Joram Schito, Ulrike Wissen Hayek, Martin Raubal
Enhanced Multi Criteria Decision Analysis for Planning Power Transmission Lines. GIScience (2018)
Haosheng Huang, Georg Gartner, Jukka Matthias Krisp, Martin Raubal, Nico Van de Weghe
Location based services: ongoing evolution and research agenda. J. Locat. Based Serv. 12 (2) (2018)
Fabian Göbel, Peter Kiefer, Ioannis Giannopoulos, Andrew T. Duchowski, Martin Raubal
Improving map reading with gaze-adaptive legends. ETRA (2018)
Lisa Stähli, David Rudi, Martin Raubal
Turbulence Ahead - A 3D Web-Based Aviation Weather Visualizer. UIST (2018)
David Rudi, Peter Kiefer, Martin Raubal
Visualizing pilot eye movements for flight instructors. ETVIS@ETRA (2018)
David Jonietz, Dominik Bucher, Henry Martin, Martin Raubal
Identifying and Interpreting Clusters of Persons with Similar Mobility Behaviour Change Processes. AGILE Conf. (2018)
Stephan Winter, Max J. Egenhofer, Werner Kuhn, Martin Raubal
Special section in honor of Andrew U. Frank. Int. J. Geogr. Inf. Sci. 32 (12) (2018)
René Buffat, Dominik Bucher, Martin Raubal
Using locally produced photovoltaic energy to charge electric vehicles. Comput. Sci. Res. Dev. 33 (1-2) (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)
Fabian Göbel, Peter Kiefer, Ioannis Giannopoulos, Martin Raubal
Gaze Sequences and Map Task Complexity (Short Paper). GIScience (2018)
Andrew T. Duchowski, Krzysztof Krejtz, Izabela Krejtz, Cezary Biele, Anna Niedzielska, Peter Kiefer, Martin Raubal, Ioannis Giannopoulos
Task Difficulty with Pupil Oscillation. CHI (2018)
Dominik Bucher, Simon Scheider, Martin Raubal
A Model and Framework for Matching Complementary Spatio-Temporal Needs. SIGSPATIAL/GIS (2017)
Ioannis Giannopoulos, David Jonietz, Martin Raubal, Georgios Sarlas, Lisa Stähli
Timing of Pedestrian Navigation Instructions. COSIT (2017)
Fabio Veronesi, Athina Korfiati, René Buffat, Martin Raubal
Assessing Accuracy and Geographical Transferability of Machine Learning Algorithms for Wind Speed Modelling. AGILE Conf. (2017)
Charalampos Gkonos, Ioannis Giannopoulos, Martin Raubal
Maps, vibration or gaze? Comparison of novel navigation assistance in indoor and outdoor environments. J. Locat. Based Serv. 11 (1) (2017)
Vasileios Athanasios Anagnostopoulos, Michal Havlena, Peter Kiefer, Ioannis Giannopoulos, Konrad Schindler, Martin Raubal
Gaze-Informed location-based services. Int. J. Geogr. Inf. Sci. 31 (9) (2017)
Peter Kiefer, Ioannis Giannopoulos, Martin Raubal, Andrew T. Duchowski
Eye tracking for spatial research: Cognition, computation, challenges. Spatial Cogn. Comput. 17 (1-2) (2017)
Peter Kiefer, Ioannis Giannopoulos, Vasileios Athanasios Anagnostopoulos, Johannes Schöning, Martin Raubal
Controllability matters: The user experience of adaptive maps. GeoInformatica 21 (3) (2017)
Yihong Yuan, Martin Raubal
Analyzing the distribution of human activity space from mobile phone usage: an individual and urban-oriented study. Int. J. Geogr. Inf. Sci. 30 (8) (2016)
Christian Sailer, Peter Kiefer, Joram Schito, Martin Raubal
Map-based Visual Analytics of Moving Learners. Int. J. Mob. Hum. Comput. Interact. 8 (4) (2016)
Fabian Göbel, Ioannis Giannopoulos, Martin Raubal
The importance of visual attention for adaptive interfaces. MobileHCI Adjunct (2016)
Dominik Bucher, David Jonietz, Martin Raubal
A Heuristic for Multi-modal Route Planning. LBS (2016)
Ioannis Giannopoulos, Johannes Schöning, Antonio Krüger, Martin Raubal
Attention as an input modality for Post-WIMP interfaces using the viGaze eye tracking framework. Multim. Tools Appl. 75 (6) (2016)
Paul Weiser, Simon Scheider, Dominik Bucher, Peter Kiefer, Martin Raubal
Towards sustainable mobility behavior: research challenges for location-aware information and communication technology. GeoInformatica 20 (2) (2016)
David Rudi, Ioannis Giannopoulos, Peter Kiefer, Christian Peier, Martin Raubal
Interacting with Maps on Optical Head-Mounted Displays. SUI (2016)
Harvey J. Miller, Martin Raubal, Young Jaegal
Measuring Space-Time Prism Similarity Through Temporal Profile Curves. AGILE Conf. (2016)
Grant McKenzie, Martin Raubal, Krzysztof Janowicz, Andrew J. Flanagin
Provenance and credibility in spatial and platial data. J. Spatial Inf. Sci. 13 (1) (2016)
Peter Kiefer, Ioannis Giannopoulos, Andrew T. Duchowski, Martin Raubal
Measuring Cognitive Load for Map Tasks Through Pupil Diameter. GIScience (2016)
Christian Sailer, Joram Schito, Peter Kiefer, Martin Raubal
Teachers Matter: Challenges of Using a Location-Based Mobile Learning Platform. mLearn (2015)
Giuseppe Roberto Marseglia, A. Arbasini, Stefano Grassi, Martin Raubal, Davide Martino Raimondo
Optimal placement of wind turbines on a continuous domain: An MILP-based approach. ACC (2015)
Christian Sailer, Peter Kiefer, Joram Schito, Martin Raubal
An evaluation method for location-based mobile learning based on spatio-temporal analysis of learner trajectories. MobileHCI Adjunct (2015)
Dominik Allemann, Martin Raubal
Usage Differences Between Bikes and E-Bikes. AGILE Conf. (2015)
Fabio Veronesi, Stefano Grassi, Martin Raubal, Lorenz Hurni
Statistical Learning Approach for Wind Speed Distribution Mapping: The UK as a Case Study. AGILE Conf. (2015)
Rein Ahas, Anto Aasa, Y. Yuan, Martin Raubal, Zbigniew Smoreda, Y. Liu, Cezary Ziemlicki, Margus Tiru, Matthew Zook
Everyday space-time geographies: using mobile phone-based sensor data to monitor urban activity in Harbin, Paris, and Tallinn. Int. J. Geogr. Inf. Sci. 29 (11) (2015)
Martin Raubal
Mobile Cognition: Balancing User Support and Learning. MobileHCI Adjunct (2015)
Ioannis Giannopoulos, Peter Kiefer, Martin Raubal
GazeNav: Gaze-Based Pedestrian Navigation. MobileHCI (2015)
Peter Kiefer, Ioannis Giannopoulos, Martin Raubal
Where Am I? Investigating Map Matching During Self-Localization With Mobile Eye Tracking in an Urban Environment. Trans. GIS 18 (5) (2014)
Yihong Yuan, Martin Raubal
Measuring similarity of mobile phone user trajectories- a Spatio-temporal Edit Distance method. Int. J. Geogr. Inf. Sci. 28 (3) (2014)
Ioannis Giannopoulos, Peter Kiefer, Martin Raubal, Kai-Florian Richter, Tyler Thrash
Wayfinding Decision Situations: A Conceptual Model and Evaluation. GIScience (2014)
Peter Kiefer, Ioannis Giannopoulos, Dominik Kremer, Christoph Schlieder, Martin Raubal
Starting to get bored: an outdoor eye tracking study of tourists exploring a city panorama. ETRA (2014)
Stefano Grassi, Roman Friedli, Michel Grangier, Martin Raubal
A GIS-Based Process for Calculating Visibility Impact from Buildings During Transmission Line Routing. AGILE Conf. (2014)
Dominik Allemann, Martin Raubal
Towards healthier urban mobility. UbiComp (Adjunct Publication) (2013)
Daniel W. Goldberg, Myles G. Cockburn, Tracy Anne Hammond, Geoffrey M. Jacquez, Daniel Janies, Craig A. Knoblock, Werner Kuhn, Edward Pultar, Martin Raubal
Envisioning a future for a spatial-health CyberGIS marketplace. HealthGIS (2013)
Martin Raubal, Geoffrey M. Jacquez, John Wilson, Werner Kuhn
Community activities: Synthesizing population, health, and place. J. Spatial Inf. Sci. 7 (1) (2013)
Ioannis Giannopoulos, Peter Kiefer, Martin Raubal
The influence of gaze history visualization on map interaction sequences and cognitive maps. MapInteract (2013)
Peter Kiefer, Ioannis Giannopoulos, Martin Raubal
Using eye movements to recognize activities on cartographic maps. SIGSPATIAL/GIS (2013)
Dominik Allemann, Martin Raubal
Towards health-optimal routing in urban areas. HealthGIS (2013)
Brent J. Hecht, Samuel Carton, Mahmood Quaderi, Johannes Schöning, Martin Raubal, Darren Gergle, Doug Downey
Explanatory semantic relatedness and explicit spatialization for exploratory search. SIGIR (2012)
Yihong Yuan, Martin Raubal
Extracting Dynamic Urban Mobility Patterns from Mobile Phone Data. GIScience (2012)
Yihong Yuan, Martin Raubal, Yu Liu
Correlating mobile phone usage and travel behavior - A case study of Harbin, China. Comput. Environ. Urban Syst. 36 (2) (2012)
Ioannis Giannopoulos, Peter Kiefer, Martin Raubal
GeoGazemarks: providing gaze history for the orientation on small display maps. ICMI (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Martin Raubal