Martin Raubal

Orcid: 0000-0001-5951-6835

Affiliations:
  • ETH Zurich, Institute of Cartography and Geoinformation, Switzerland


According to our database1, Martin Raubal authored at least 130 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Where you go is who you are: a study on machine learning based semantic privacy attacks.
J. Big Data, December, 2024

2023
Incorporating multimodal context information into traffic speed forecasting through graph deep learning.
Int. J. Geogr. Inf. Sci., September, 2023

FlyBrate: Evaluating Vibrotactile Cues for Simulated Flight.
Int. J. Hum. Comput. Interact., July, 2023

Trackintel: An open-source Python library for human mobility analysis.
Comput. Environ. Urban Syst., April, 2023

Graph-based mobility profiling.
Comput. Environ. Urban Syst., March, 2023

National-scale bi-directional EV fleet control for ancillary service provision.
Energy Inform., January, 2023

Revealing behavioral impact on mobility prediction networks through causal interventions.
CoRR, 2023

Vehicle-to-grid for car sharing - A simulation study for 2030.
CoRR, 2023

Uncertainty Quantification for Image-based Traffic Prediction across Cities.
CoRR, 2023

Evaluating geospatial context information for travel mode detection.
CoRR, 2023

Spatially-Aware Car-Sharing Demand Prediction.
CoRR, 2023

Predicting visit frequencies to new places (Short Paper).
Proceedings of the 12th International Conference on Geographic Information Science, 2023

A Semantic Spatial Policy Model to Automatically Calculate Allowable Gross Floor Areas in Singapore.
Proceedings of the Computer-Aided Architectural Design. INTERCONNECTIONS: Co-computing Beyond Boundaries, 2023

2022
Street-level traffic flow and context sensing analysis through semantic integration of multisource geospatial data.
Trans. GIS, 2022

Context-aware multi-head self-attentional neural network model for next location prediction.
CoRR, 2022

Two-Step Gaze Guidance.
Proceedings of the International Conference on Multimodal Interaction, 2022

Vision paper: causal inference for interpretable and robust machine learning in mobility analysis.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

How do you go where?: improving next location prediction by learning travel mode information using transformers.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

3D Sketch Maps: Concept, Potential Benefits, and Challenges (Short Paper).
Proceedings of the 15th International Conference on Spatial Information Theory, 2022

2021
Determining transmission line path alternatives using a valley-finding algorithm.
Comput. Environ. Urban Syst., 2021

Applying frequent-pattern mining and time geography to impute gaps in smartphone-based human-movement data.
Int. J. Geogr. Inf. Sci., 2021

Traffic Forecasting on Traffic Moving Snippets.
CoRR, 2021

Applications of deep learning in traffic congestion alleviation: A survey.
CoRR, 2021


Improving Resilience by Communicating Predicted Disruptions in Control Rooms.
Proceedings of the Sense, Feel, Design - INTERACT 2021 IFIP TC 13 Workshops, Bari, Italy, August 30, 2021

A Clustering-Based Framework for Individual Travel Behaviour Change Detection.
Proceedings of the 11th International Conference on Geographic Information Science, 2021

Estimation of Moran's I in the Context of Uncertain Mobile Sensor Measurements.
Proceedings of the 11th International Conference on Geographic Information Science, 2021

2020
Spatial data science for sustainable mobility.
J. Spatial Inf. Sci., 2020

Gaze-based interactions in the cockpit of the future: a survey.
J. Multimodal User Interfaces, 2020

Correction to: FeaturEyeTrack: automatic matching of eye tracking data with map features on interactive maps.
GeoInformatica, 2020

Gaze-Adaptive Lenses for Feature-Rich Information Spaces.
Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020

A View on the Viewer: Gaze-Adaptive Captions for Videos.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019
Multimodal Route Planning With Public Transport and Carpooling.
IEEE Trans. Intell. Transp. Syst., 2019

FeaturEyeTrack: automatic matching of eye tracking data with map features on interactive maps.
GeoInformatica, 2019

Graph-ResNets for short-term traffic forecasts in almost unknown cities.
Proceedings of the NeurIPS 2019 Competition and Demonstration Track, 2019

Eye tracking support for visual analytics systems: foundations, current applications, and research challenges.
Proceedings of the 11th ACM Symposium on Eye Tracking Research & Applications, 2019

Gaze-Guided Narratives: Adapting Audio Guide Content to Gaze in Virtual and Real Environments.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

A Clustering-Based Framework for Understanding Individuals' Travel Mode Choice Behavior.
Proceedings of the Geospatial Technologies for Local and Regional Development, 2019

2018
Location based services: ongoing evolution and research agenda.
J. Locat. Based Serv., 2018

Using locally produced photovoltaic energy to charge electric vehicles.
Comput. Sci. Res. Dev., 2018

Demo Abstract: Extracting eco-feedback information from automatic activity tracking to promote energy-efficient individual mobility behavior.
Comput. Sci. Res. Dev., 2018

Special section in honor of Andrew U. Frank.
Int. J. Geogr. Inf. Sci., 2018

Turbulence Ahead - A 3D Web-Based Aviation Weather Visualizer.
Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology, 2018

Enhanced Multi Criteria Decision Analysis for Planning Power Transmission Lines.
Proceedings of the 10th International Conference on Geographic Information Science, 2018

Gaze Sequences and Map Task Complexity (Short Paper).
Proceedings of the 10th International Conference on Geographic Information Science, 2018

Visualizing pilot eye movements for flight instructors.
Proceedings of the 3rd Workshop on Eye Tracking and Visualization, 2018

Improving map reading with gaze-adaptive legends.
Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018

The Index of Pupillary Activity: Measuring Cognitive Load <i>vis-à-vis</i> Task Difficulty with Pupil Oscillation.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

Identifying and Interpreting Clusters of Persons with Similar Mobility Behaviour Change Processes.
Proceedings of the Geospatial Technologies for All, 2018

2017
Wayfinding: Affordances and Agent Simulation.
Proceedings of the Encyclopedia of GIS., 2017

Eye tracking for spatial research: Cognition, computation, challenges.
Spatial Cogn. Comput., 2017

Maps, vibration or gaze? Comparison of novel navigation assistance in indoor and outdoor environments.
J. Locat. Based Serv., 2017

Gaze-Informed location-based services.
Int. J. Geogr. Inf. Sci., 2017

Controllability matters: The user experience of adaptive maps.
GeoInformatica, 2017

A Model and Framework for Matching Complementary Spatio-Temporal Needs.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Timing of Pedestrian Navigation Instructions.
Proceedings of the 13th International Conference on Spatial Information Theory, 2017

Assessing Accuracy and Geographical Transferability of Machine Learning Algorithms for Wind Speed Modelling.
Proceedings of the Societal Geo-innovation, 2017

2016
Attention as an input modality for Post-WIMP interfaces using the viGaze eye tracking framework.
Multim. Tools Appl., 2016

Provenance and credibility in spatial and platial data.
J. Spatial Inf. Sci., 2016

Map-based Visual Analytics of Moving Learners.
Int. J. Mob. Hum. Comput. Interact., 2016

Analyzing the distribution of human activity space from mobile phone usage: an individual and urban-oriented study.
Int. J. Geogr. Inf. Sci., 2016

Towards sustainable mobility behavior: research challenges for location-aware information and communication technology.
GeoInformatica, 2016

Interacting with Maps on Optical Head-Mounted Displays.
Proceedings of the 2016 Symposium on Spatial User Interaction, 2016

The importance of visual attention for adaptive interfaces.
Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, 2016

A Heuristic for Multi-modal Route Planning.
Proceedings of the Progress in Location-Based Services 2016, 2016

Measuring Cognitive Load for Map Tasks Through Pupil Diameter.
Proceedings of the Geographic Information Science - 9th International Conference, 2016

Measuring Space-Time Prism Similarity Through Temporal Profile Curves.
Proceedings of the Geospatial Data in a Changing World, 2016

2015
Everyday space-time geographies: using mobile phone-based sensor data to monitor urban activity in Harbin, Paris, and Tallinn.
Int. J. Geogr. Inf. Sci., 2015

Teachers Matter: Challenges of Using a Location-Based Mobile Learning Platform.
Proceedings of the Mobile Learning Voyage - From Small Ripples to Massive Open Waters, 2015

An evaluation method for location-based mobile learning based on spatio-temporal analysis of learner trajectories.
Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, 2015

Mobile Cognition: Balancing User Support and Learning.
Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, 2015

GazeNav: Gaze-Based Pedestrian Navigation.
Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2015

Optimal placement of wind turbines on a continuous domain: An MILP-based approach.
Proceedings of the American Control Conference, 2015

Statistical Learning Approach for Wind Speed Distribution Mapping: The UK as a Case Study.
Proceedings of the AGILE 2015, 2015

Usage Differences Between Bikes and E-Bikes.
Proceedings of the AGILE 2015, 2015

2014
Where Am I? Investigating Map Matching During Self-Localization With Mobile Eye Tracking in an Urban Environment.
Trans. GIS, 2014

Measuring similarity of mobile phone user trajectories- a Spatio-temporal Edit Distance method.
Int. J. Geogr. Inf. Sci., 2014

Wayfinding Decision Situations: A Conceptual Model and Evaluation.
Proceedings of the Geographic Information Science - 8th International Conference, 2014

Starting to get bored: an outdoor eye tracking study of tourists exploring a city panorama.
Proceedings of the Eye Tracking Research and Applications, 2014

A GIS-Based Process for Calculating Visibility Impact from Buildings During Transmission Line Routing.
Proceedings of the Connecting a Digital Europe Through Location and Place, 2014

2013
Community activities: Synthesizing population, health, and place.
J. Spatial Inf. Sci., 2013

Towards healthier urban mobility.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Using eye movements to recognize activities on cartographic maps.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

Envisioning a future for a spatial-health CyberGIS marketplace.
Proceedings of the Second ACM SIGSPATIAL International Workshop on Use of GIS in Public Health, 2013

The influence of gaze history visualization on map interaction sequences and cognitive maps.
Proceedings of the MapInteract 2013, 2013

Towards health-optimal routing in urban areas.
Proceedings of the Second ACM SIGSPATIAL International Workshop on Use of GIS in Public Health, 2013

2012
Correlating mobile phone usage and travel behavior - A case study of Harbin, China.
Comput. Environ. Urban Syst., 2012

Explanatory semantic relatedness and explicit spatialization for exploratory search.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

GeoGazemarks: providing gaze history for the orientation on small display maps.
Proceedings of the International Conference on Multimodal Interaction, 2012

Extracting Dynamic Urban Mobility Patterns from Mobile Phone Data.
Proceedings of the Geographic Information Science - 7th International Conference, 2012

Towards location-aware mobile eye tracking.
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012

2011
The semantics of similarity in geographic information retrieval.
J. Spatial Inf. Sci., 2011

2010
The Semantic Web needs more cognition.
Semantic Web, 2010

Book Review.
Ann. GIS, 2010

Semantic Referencing - Determining Context Weights for Similarity Measurement.
Proceedings of the Geographic Information Science, 6th International Conference, 2010

Time geography inverted: recognizing intentions in space and time.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

A Spatio-Temporal Model Towards Ad-Hoc Collaborative Decision-Making.
Proceedings of the Geospatial Thinking, 2010

2009
Location-based decision support for user groups.
J. Locat. Based Serv., 2009

An Indoor Routing Algorithm for the Blind: Development and Comparison to a Routing Algorithm for the Sighted.
Int. J. Geogr. Inf. Sci., 2009

Conceptual Space Markup Language (CSML): Towards the Cognitive Semantic Web.
Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

A case for space: physical and virtual location requirements in the CouchSurfing social network.
Proceedings of the 2009 International Workshop on Location Based Social Networks, 2009

Semantic Rules for Context-Aware Geographical Information Retrieval.
Proceedings of the Smart Sensing and Context, 4th European Conference, 2009

Decentralized Time Geography for Ad-Hoc Collaborative Planning.
Proceedings of the Spatial Information Theory, 9th International Conference, 2009

A Metric Conceptual Space Algebra.
Proceedings of the Spatial Information Theory, 9th International Conference, 2009

2008
Wayfinding: Affordances and Agent Simulation.
Proceedings of the Encyclopedia of GIS., 2008

Semantic Similarity Measurement and Geospatial Applications.
Trans. GIS, 2008

Representing Concepts in Time.
Proceedings of the Spatial Cognition VI. Learning, 2008

Improving interaction with virtual globes through spatial thinking: helping users ask "why?".
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

GEDMWA: geospatial exploratory data mining web agent.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

GeoSR: Geographically Explore Semantic Relations in World Knowledge.
Proceedings of the European Information Society: Taking Geoinformation Science One Step Further, 2008

2007
A GIS Framework for Spatio-temporal Analysis and Visualization of Laboratory Mice Tracking Data.
Trans. GIS, 2007

Editorial: Cognitive Semantics and Spatio-Temporal Ontologies.
Spatial Cogn. Comput., 2007

The Effect of Context on Semantic Similarity Measurement.
Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007

Map navigation with mobile devices: virtual versus physical movement with and without visual context.
Proceedings of the 9th International Conference on Multimodal Interfaces, 2007

Affordance-Based Similarity Measurement for Entity Types.
Proceedings of the Spatial Information Theory, 8th International Conference, 2007

2006
The Influence of Scale, Context and Spatial Preposition in Linguistic Topology.
Proceedings of the Spatial Cognition V: Reasoning, 2006

Time Geography for Ad-Hoc Shared-Ride Trip Planning.
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006

A Functional Model for Affordance-Based Agents.
Proceedings of the Towards Affordance-Based Robot Control, 2006

2005
Measuring Semantic Similarity Between Geospatial Conceptual Regions.
Proceedings of the GeoSpatial Semantics, First International Conference, 2005

Spatial Relations for Semantic Similarity Measurement.
Proceedings of the Perspectives in Conceptual Modeling, 2005

2004
Ontology-Based Task Simulation.
Spatial Cogn. Comput., 2004

Selection of Salient Features for Route Directions.
Spatial Cogn. Comput., 2004

Personalized Multi-Criteria Decision Strategies in Location-Based Decision Support.
Ann. GIS, 2004

2002
Enriching Wayfinding Instructions with Local Landmarks.
Proceedings of the Geographic Information Science, Second International Conference, 2002

Wayfinding in built environments - the case of airports.
GeoInfo series 26, Verlag Natur & Wissenschaft, ISBN: 978-3-927889-01-9, 2002

2001
Ontology and epistemology for agent-based wayfinding simulation.
Int. J. Geogr. Inf. Sci., 2001

Spatial and Cognitive Simulation with Multi-agent Systems.
Proceedings of the Spatial Information Theory: Foundations of Geographic Information Science, 2001

1999
Formal specification of image schemata - a step towards interoperability in geographic information systems.
Spatial Cogn. Comput., 1999

A Formal Model of the Process of Wayfinding in Built Environments.
Proceedings of the Spatial Information Theory: Cognitive and Computational Foundations of Geographic Information Science, 1999

1997
Structuring Space with Image Schemata: Wayfinding in Airports as a Case Study.
Proceedings of the Spatial Information Theory: A Theoretical Basis for GIS, 1997


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