Gennady L. Andrienko
Orcid: 0000-0002-8574-6295Affiliations:
- Fraunhofer Institute IAIS - Intelligent Analysis and Information Systems, Sankt-Augustin, Germany
According to our database1,
Gennady L. Andrienko
authored at least 213 papers
between 1993 and 2024.
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Bibliography
2024
Deep reinforcement learning in service of air traffic controllers to resolve tactical conflicts.
Expert Syst. Appl., February, 2024
2023
Vis. Informatics, December, 2023
Comput. Graph. Forum, September, 2023
Comput. Graph. Forum, September, 2023
A hybrid prediction and search approach for flexible and efficient exploration of big data.
J. Vis., April, 2023
Identifying, exploring, and interpreting time series shapes in multivariate time intervals.
Vis. Informatics, March, 2023
Explaining deep reinforcement learning decisions in complex multiagent settings: towards enabling automation in air traffic flow management.
Appl. Intell., February, 2023
The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications.
IEEE Computer Graphics and Applications, 2023
2022
Vis. Informatics, 2022
Comput. Graph. Forum, 2022
IEEE Computer Graphics and Applications, 2022
IEEE Computer Graphics and Applications, 2022
2021
Vis. Informatics, 2021
Vis. Informatics, 2021
IEEE Trans. Vis. Comput. Graph., 2021
IEEE Trans. Vis. Comput. Graph., 2021
Int. J. Data Sci. Anal., 2021
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
Ethics Inf. Technol., 2021
Proceedings of the Guide to Maritime Informatics., 2021
2020
IEEE Trans. Vis. Comput. Graph., 2020
Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time.
IEEE Trans. Vis. Comput. Graph., 2020
Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling.
IEEE Trans. Vis. Comput. Graph., 2020
IEEE Trans. Vis. Comput. Graph., 2020
IEEE Trans. Intell. Transp. Syst., 2020
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
CoRR, 2020
Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications.
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020
Proceedings of the Big Data Analytics for Time-Critical Mobility Forecasting, 2020
2019
Understanding User Behaviour through Action Sequences: From the Usual to the Unusual.
IEEE Trans. Vis. Comput. Graph., 2019
IEEE Trans. Vis. Comput. Graph., 2019
IEEE Trans. Vis. Comput. Graph., 2019
Applications of Trajectory Data From the Perspective of a Road Transportation Agency: Literature Review and Maryland Case Study.
IEEE Trans. Intell. Transp. Syst., 2019
The datAcron Ontology for the Specification of Semantic Trajectories - Specification of Semantic Trajectories for Data Transformations Supporting Visual Analytics.
J. Data Semant., 2019
A conceptual framework for studying collective reactions to events in location-based social media.
Int. J. Geogr. Inf. Sci., 2019
Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods.
CoRR, 2019
Proceedings of the 10th International EuroVis Workshop on Visual Analytics, 2019
Proceedings of the 10th International EuroVis Workshop on Visual Analytics, 2019
Proceedings of the 16th International Symposium on Spatial and Temporal Databases, 2019
Towards the Creation of a Threat Intelligence Framework for Maritime Infrastructures.
Proceedings of the Computer Security - ESORICS 2019 International Workshops, 2019
2018
Vis. Informatics, 2018
Bring It to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis.
IEEE Trans. Vis. Comput. Graph., 2018
IEEE Trans. Vis. Comput. Graph., 2018
Inf. Vis., 2018
Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events.
Proceedings of the Web and Wireless Geographical Information Systems, 2018
Proceedings of the 15th IEEE Symposium on Visualization for Cyber Security, 2018
Proceedings of the 9th International EuroVis Workshop on Visual Analytics, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges.
Proceedings of the 21st International Conference on Extending Database Technology, 2018
Proceedings of the 2018 International Conference on Advanced Visual Interfaces, 2018
Proceedings of the 2018 International Conference on Advanced Visual Interfaces, 2018
2017
Vis. Informatics, 2017
Revealing Patterns and Trends of Mass Mobility Through Spatial and Temporal Abstraction of Origin-Destination Movement Data.
IEEE Trans. Vis. Comput. Graph., 2017
Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions.
IEEE Trans. Intell. Transp. Syst., 2017
IEEE Trans. Intell. Transp. Syst., 2017
Applications of Trajectory Data in Transportation: Literature Review and Maryland Case Study.
CoRR, 2017
A Visual Analytics Approach for User Behaviour Understanding through Action Sequence Analysis.
Proceedings of the 8th International EuroVis Workshop on Visual Analytics, 2017
Specification of Semantic Trajectories Supporting Data Transformations for Analytics: The datAcron Ontology.
Proceedings of the 13th International Conference on Semantic Systems, 2017
Proceedings of the 20th International Conference on Extending Database Technology, 2017
Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017
2016
MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering.
IEEE Trans. Vis. Comput. Graph., 2016
Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces.
Inf. Vis., 2016
Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics.
Inf. Syst., 2016
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Coordinate Transformations for Characterization and Cluster Analysis of Spatial Configurations in Football.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
2015
SimpliFly: A Methodology for Simplification and Thematic Enhancement of Trajectories.
IEEE Trans. Vis. Comput. Graph., 2015
Constructing semantic interpretation of routine and anomalous mobility behaviors from big data.
ACM SIGSPATIAL Special, 2015
it Inf. Technol., 2015
ISPRS Int. J. Geo Inf., 2015
Comput. Graph. Forum, 2015
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Visual Analytics Methodology for Scalable and Privacy-Respectful Discovery of Place Semantics from Episodic Mobility Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the Eye Tracking and Visualization, 2015
Detection, tracking, and visualization of spatial event clusters for real time monitoring.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
2014
Comput. Environ. Urban Syst., 2014
GeoInformatica, 2014
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014
Multi-perspective Analysis of Mobile Phone Call Data Records: A Visual Analytics Approach.
Proceedings of the Business Intelligence - 4th European Summer School, 2014
2013
Opening up the "black box" of medical image segmentation with statistical shape models.
Vis. Comput., 2013
IEEE Trans. Vis. Comput. Graph., 2013
IEEE Trans. Vis. Comput. Graph., 2013
Report from Dagstuhl: the liberation of mobile location data and its implications for privacy research.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2013
Inf. Vis., 2013
Data Min. Knowl. Discov., 2013
Comput. Sci. Eng., 2013
Privacy-Aware Distributed Mobility Data Analytics.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information, 2013
Using Bluetooth to track mobility patterns: depicting its potential based on various case studies.
Proceedings of the Fifth ACM SIGSPATIAL International Workshop On Indoor Spatial Awareness, 2013
Extracting Semantics of Individual Places from Movement Data by Analyzing Temporal Patterns of Visits.
Proceedings of the ACM SIGSPATIAL International Workshop on Computational Models of Place, 2013
Proceedings of the 4th International EuroVis Workshop on Visual Analytics, 2013
Proceedings of the IEEE Pacific Visualization Symposium, 2013
Proceedings of the Geographic Information Science at the Heart of Europe, 2013
Air Traffic Analysis.
Proceedings of the Mobility Data: Modeling, 2013
Visual Analytics of Movement: A Rich Palette of Techniques to Enable Understanding.
Proceedings of the Mobility Data: Modeling, 2013
2012
IEEE Trans. Vis. Comput. Graph., 2012
IEEE Trans. Vis. Comput. Graph., 2012
IEEE Trans. Vis. Comput. Graph., 2012
Künstliche Intell., 2012
J. Intell. Inf. Syst., 2012
Analysing the spatial dimension of eye movement data using a visual analytic approach.
Expert Syst. Appl., 2012
Proceedings of the 3rd International EuroVis Workshop on Visual Analytics, 2012
Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012
Interactive exploration of events and presence of people in space and time through KD-photomap.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2012
2011
J. Vis. Lang. Comput., 2011
IEEE Trans. Vis. Comput. Graph., 2011
IEEE Trans. Vis. Comput. Graph., 2011
Proceedings of the 2nd European Future Technologies Conference and Exhibition, 2011
Int. J. Geogr. Inf. Sci., 2011
Cartogr. Int. J. Geogr. Inf. Geovisualization, 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011
From movement tracks through events to places: Extracting and characterizing significant places from mobility data.
Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011
Analytical workflow of monitoring human mobility in big event settings using Bluetooth.
Proceedings of the Indoor Spatial Awareness, 2011
Exploring spatiotemporal patterns by integrating visual analytics with a moving objects database system.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011
Proceedings of the 2nd International EuroVis Workshop on Visual Analytics, 2011
2010
Comput. Environ. Urban Syst., 2010
Trans. GIS, 2010
A framework for using self-organising maps to analyse spatio-temporal patterns, exemplified by analysis of mobile phone usage.
J. Locat. Based Serv., 2010
Int. J. Geogr. Inf. Sci., 2010
Space-in-Time and Time-in-Space Self-Organizing Maps for Exploring Spatiotemporal Patterns.
Comput. Graph. Forum, 2010
Proceedings of the 1st International Symposium on Visual Analytics Science and Technology, 2010
Event-Based Analysis of People's Activities and Behavior Using Flickr and Panoramio Geotagged Photo Collections.
Proceedings of the 14th International Conference on Information Visualisation, 2010
Proceedings of the 14th International Conference on Information Visualisation, 2010
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010
Poster: Dynamic time transformation for interpreting clusters of trajectories with space-time cube.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010
2009
SIGKDD Explor., 2009
Analysis of Community-contributed Space- and Timereferenced Data by Example of Panoramio Photos.
Proceedings of the 14th International Workshop on Vision, Modeling, and Visualization, 2009
Proceedings of the Advances in Spatial and Temporal Databases, 2009
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration, 2009
Visual Analytics for Geographic Analysis, Exemplified by Different Types of Movement Data.
Proceedings of the Information Fusion and Geographic Information Systems, 2009
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009
Analysis of community-contributed space- and time-referenced data (example of flickr and panoramio photos).
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009
Proceedings of the 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS, 2009
Analysis of community-contributed space-and time-referenced data (example of Panoramio photos).
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009
2008
Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008
Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008
Proceedings of the Information Visualization - Human-Centered Issues and Perspectives, 2008
Geovisualization of dynamics, movement and change: key issues and developing approaches in visualization research.
Inf. Vis., 2008
Proceedings of the Visual Information Systems. Web-Based Visual Information Search and Management, 2008
Evacuation trace Mini Challenge award: Tool integration analysis of movements with Geospatial Visual Analytics Toolkit.
Proceedings of the 3rd IEEE Symposium on Visual Analytics Science and Technology, 2008
Proceedings of the 3rd IEEE Symposium on Visual Analytics Science and Technology, 2008
Proceedings of the working conference on Advanced Visual Interfaces, 2008
Proceedings of the working conference on Advanced Visual Interfaces, 2008
2007
Proceedings of the Location Based Services and TeleCartography, 2007
Trans. GIS, 2007
Int. J. Geogr. Inf. Sci., 2007
Cartogr. Int. J. Geogr. Inf. Geovisualization, 2007
Proceedings of the 14th International Symposium on Temporal Representation and Reasoning (TIME 2007), 2007
Extracting Patterns of Individual Movement Behaviour from a Massive Collection of Tracked Positions.
Proceedings of the Workshop on Behaviour Monitoring and Interpretation BMI 2007, 2007
Proceedings of the 11th International Conference on Information Visualisation, 2007
European Forest Institute Research Report 20, VSP, ISBN: 978-90-04-16150-4, 2007
2006
Int. J. Geogr. Inf. Sci., 2006
European Research Forum Panel Session Envisioning Research Challenges in Visual Analytics.
Proceedings of the 10th International Conference on Information Visualisation, 2006
Springer, ISBN: 978-3-540-25994-7, 2006
2005
Proceedings of the 9th International Conference on Information Visualisation, 2005
2004
Cumulative curves for exploration of demographic data: a case study of Northwest England.
Comput. Stat., 2004
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004
Proceedings of the 8th International Conference on Information Visualisation, 2004
Proceedings of the working conference on Advanced visual interfaces, 2004
2003
J. Vis. Lang. Comput., 2003
J. Decis. Syst., 2003
Proceedings of the Seventh International Conference on Information Visualization, 2003
2002
Proceedings of the 2nd International Symposium on Smart Graphics, 2002
Proceedings of the Working Conference on Advanced Visual Interfaces, 2002
2001
Int. J. Geogr. Inf. Sci., 2001
Comput. Stat., 2001
Proceedings of the 2nd International Conference on Web Information Systems Engineering, 2001
Proceedings of the Second International Workshop on User Interfaces to Data Intensive Systems, 2001
2000
Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000
Proceedings of the working conference on Advanced visual interfaces, 2000
1999
Proceedings of the 1999 User Interfaces to Data Intensive Systems, 1999
Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999
Proceedings of the ACM-GIS '99, 1999
Proceedings of the Spatial Information Theory: Cognitive and Computational Foundations of Geographic Information Science, 1999
1998
Intelligent visualization and dynamic manipulation: two complementary instruments to support data exploration with GIS.
Proceedings of the working conference on Advanced visual interfaces 1998, L'Aquila, Italy, May 24, 1998
1997
Proceedings of the Human Factors in Computing Systems, 1997
Proceedings of the Human Factors in Computing Systems, 1997
1994
Proceedings of the A Future for Knowledge Acquisition, 1994
1993