2019
M. Stein, D. Seebacher, T. Karge, T. Polk, M. Grossniklaus and D. A. Keim.
From Movement to Events: Improving Soccer Match Annotations.
25th International Conference on MultiMedia Modeling, to appear, 2019.
Download BibTeX filePublication details
2018
D. Seebacher, J. Häußler, M. Hundt, M. Stein, H. Müller, U. Engelke and D. A. Keim.
Visual Analysis of Spatio-Temporal Event Predictions: Investigating the Spread Dynamics of Invasive Species.
IEEE Transactions on Big Data, DOI: 10.1109/TBDATA.2018.2877352, 2018.
Download BibTeX filePublication details
D. Seebacher, D. A. Keim and M. Stein.
Understanding Collective Behavior with the Concept of Core Clusters.
VGI Geovisual Analytics Workshop, 4th International Symposium on Big Data Visual and Immersive Analytics (BDVA 2018), 2018.
Download BibTeX filePublication details
M. Stein, H. Janetzko, T. Schreck and D. A. Keim.
Tackling Similarity Search for Soccer Match Analysis: Multimodal Distance Measure and Interactive Query Definition.
Symposium on Visualization in Data Science (VDS) at IEEE VIS 2018, 2018.
Download BibTeX filePublication details
M. Stein, T. Breitkreutz, J. Häußler, D. Seebacher, C. Niederberger, T. Schreck, M. Grossniklaus, D. A. Keim and H. Janetzko.
Revealing the Invisible: Visual Analytics and Explanatory Storytelling for Advanced Team Sport Analysis.
4th International Symposium on Big Data Visual and Immersive Analytics (BDVA 2018), DOI: 10.1109/BDVA.2018.8534022, 2018.
Download BibTeX filePublication details
J. Häußler, M. Stein, D. Seebacher, H. Janetzko, T. Schreck and D. A. Keim.
Visual Analysis of Urban Traffic Data based on High-Resolution and High-Dimensional Environmental Sensor Data.
Workshop on Visualisation in Environmental Sciences (EnvirVis), The Eurographics Association, DOI: 10.2312/envirvis.20181138, 2018.
Download BibTeX filePublication details
H. Janetzko and M. Stein.
PixelWise Pie Charts: Placement of Data Points Visualizing Spatial Value Distributions.
EuroVis 2018 - Short Papers, The Eurographics Association, DOI: 10.2312/eurovisshort.20181086, 2018.
Download BibTeX filePublication details
M. Stein, H. Janetzko, A. Lamprecht, T. Breitkreutz, P. Zimmermann, B. Goldlücke, T. Schreck, G. Andrienko, M. Grossniklaus and D. A. Keim.
Bring it to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis.
IEEE Transactions on Visualization and Computer Graphics (Proceedings of the Visual Analytics Science and Technology), 24(1):13-22, DOI: 10.1109/TVCG.2017.2745181, 2018.
Download BibTeX filePublication details
2017
D. Sacha, F. Al-Masoudi, M. Stein, T. Schreck, D. A. Keim, G. Andrienko and H. Janetzko.
Dynamic Visual Abstraction of Soccer Movement.
Honorable Mention Award (EuroVis 17) - Computer Graphics Forum, The Eurographics Association and John Wiley & Sons Ltd., DOI: 10.1111/cgf.13189, 2017.
Download BibTeX filePublication details
M. Stein, H. Janetzko, D. Seebacher, A. Jäger, M. Nagel, J. Hölsch, S. Kosub, T. Schreck, D. A. Keim and M. Grossniklaus.
How to Make Sense of Team Sport Data: From Acquisition to Data Modeling and Research Aspects.
Data, Special Issue Geospatial Data, 2(1):2, DOI: 10.3390/data2010002, 2017.
Download BibTeX filePublication details
2016
M. Stein, H. Janetzko, A. Lamprecht, D. Seebacher, T. Schreck, D. A. Keim and M. Grossniklaus.
From Game Events to Team Tactics: Visual Analysis of Dangerous Situations in Multi-Match Data.
2016 1st International Conference on Technology and Innovation in Sports, Health and Wellbeing (TISHW), pages 1-9, DOI: 10.1109/TISHW.2016.7847777, 2016.
Download BibTeX filePublication details
M. Stein, H. Janetzko, T. Breitkreutz, D. Seebacher, T. Schreck, M. Grossniklaus, I. Couzin and D. A. Keim.
Director's Cut: Analysis and Annotation of Soccer Matches.
IEEE Computer Graphics and Applications, 36(5):50-60, DOI: 10.1109/MCG.2016.102, 2016.
Download BibTeX filePublication details
J. Buchmüller, D. Jäckle, F. Stoffel and D. A. Keim.
SpaceCuts: Making Room for Visualizations on Maps.
Eurographics Conference on Visualization (EuroVis) - Short Papers, The Eurographics Association, DOI: 10.2312/eurovisshort.20161163, 2016.
Download BibTeX fileSpaceCuts PaperPublication details
L. Shao, S. Mittelstädt, R. Goldblatt, I. Omer, P. Bak and T. Schreck.
StreetExplorer: Visual Exploration of Feature-based Patterns in Urban Street Networks.
Proc. Int. Conference on Information Visualization Theory and Applications, to appear, 2016.
Download BibTeX filePublication details
H. Janetzko, M. Stein, D. Sacha and T. Schreck.
Enhancing Parallel Coordinates: Statistical Visualizations for Analyzing Soccer Data.
IS&T Electronic Imaging Conference on Visualization and Data Analysis, 2016.
Download BibTeX filePublication details
L. Shao, D. Sacha, B. Neldner, M. Stein and T. Schreck.
Visual-Interactive Search for Soccer Trajectories to Identify Interesting Game Situations.
IS&T Electronic Imaging Conference on Visualization and Data Analysis, 2016.
Download BibTeX filePublication details
2015
M. Stein, J. Häußler, D. Jäckle, H. Janetzko, T. Schreck and D. A. Keim.
Visual Soccer Analytics: Understanding the Characteristics of Collective Team Movement Based on Feature-Driven Analysis and Abstraction.
ISPRS International Journal of Geo-Information, Special Issue Advances in Spatio-Temporal Data Analysis and Mining , DOI: 10.3390/ijgi4042159, 2015.
Download BibTeX filePublication details
J. Buchmüller, H. Janetzko, G. Andrienko, N. Andrienko, G. Fuchs and D. A. Keim.
Visual Analytics for Exploring Local Impact of Air Traffic.
Eurographics Conference on Visualization (EuroVis 2015), DOI: 10.1111/cgf.12630, 2015.
Download BibTeX filePublication details
K. Vrotsou, H. Janetzko, C. Navarra, G. Fuchs, D. Spretke, F. Mansmann, N. Andrienko and G. Andrienko.
SimpliFly: A Methodology for Simplification and Thematic Enhancement of Trajectories.
IEEE Transactions on Visualization and Computer Graphics, 21(1):107-121, DOI: 10.1109/TVCG.2014.2337333, 2015.
Download BibTeX filePublication details
2014
H. Senaratne, S. Mittelstädt, C. Jacob and T. Schreck.
Uncertainty Visualization for Crisis Management in Smart Grid Environments.
Eighth International Conference on Geographic Information Science (GIScience 2014) - Workshop on Visually Supported Reasoning with Uncertainty, 2014.
Download BibTeX filePublication details
H. Janetzko, D. Jäckle and T. Schreck.
Geo-Temporal Visual Analysis of Customer Feedback Data Based on Self-Organizing Sentiment Maps.
International Journal On Advances in Intelligent Systems, International Academy, Research, and Industry Association (IARIA), 7(1 and 2):237--246, 2014.
Download BibTeX filePublication details
H. Janetzko, D. Sacha, M. Stein, T. Schreck, D. A. Keim and O. Deussen.
Feature-Driven Visual Analytics of Soccer Data.
Proceedings of the 2014 IEEE Symposium on Visual Analytics Science and Technology (VAST '14), DOI: 10.1109/VAST.2014.7042477, 2014.
Download BibTeX filePublication details
H. Janetzko, D. Jäckle, O. Deussen and D. A. Keim.
Visual Abstraction of Complex Motion Patterns.
SPIE 2014 Conference on Visualization and Data Analysis (VDA 2014), Best Paper Award, IS&T/SPIE, pages 90170J-0-90170J-12, 2014.
Download BibTeX filePublication details
2013
H. Janetzko, D. Jäckle and T. Schreck.
Comparative visual analysis of large customer feedback based on self-organizing sentiment maps.
Proc. International Conference on Advances in Information Mining and Management, Best Paper Award, 2013.
Download BibTeX filePublication details
M. C. Hao, C. Rohrdantz, H. Janetzko, D. A. Keim, U. Dayal, L.-E. Haug, M. Hsu and F. Stoffel.
Visual sentiment analysis of customer feedback streams using geo-temporal term associations.
Information Visualization, SAGE Publications, 12(3-4):273-290, DOI: 10.1177/1473871613481691, 2013.
Download BibTeX filePublication details
H. Senaratne, A. Broering and T. Schreck.
Assessing the credibility of VGI contributors based on metadata and reverse viewshed analysis - An experiment with geotagged Flickr images.
Proceedings of the 16th AGILE International Conference on Geographic Information Science, 2013.
Download BibTeX filePublication details
H. Senaratne, D. Reusser and T. Schreck.
Usability of Uncertainty Visualisation Methods: A Comparison between Different User Groups.
GeoViz Hamburg 2013: Workshop on Interactive Maps that Help People Think, 2013.
Download BibTeX filePublication details
H. Senaratne, A. Broering and T. Schreck.
Using Reverse Viewshed Analysis to Assess the Location Correctness of Visually Generated VGI.
Transactions in GIS, Wiley-Blackwell, 17(3):369-386, 2013.
Download BibTeX filePublication details
H. Janetzko, M. C. Hao, S. Mittelstädt, U. Dayal and D. A. Keim.
Enhancing Scatter Plots Using Ellipsoid Pixel Placement and Shading.
Proceedings of the 46th Annual Hawaii International Conference on System Sciences, IEEE Computer Society, pages 1522-1531, DOI: 10.1109/HICSS.2013.197, 2013.
Download BibTeX filePublication details
2012
L. Gerharz, H. Senaratne, C. Autermann, P. Truong, G. Heuvelink, M. Williams, E. Pebesma, C. Stasch and D. Conford.
Tools for Communicating and Visualising Uncertainties.
2012.
Download BibTeX filePublication details
D. Reusser, H. Senaratne, L. Gerharz, T Sterzel, T Nocke and M Wrobel.
User preferences for the presentation of uncertainties on web platforms for climate change information.
EGU2012. In proceeding of Geophysical Research Abstracts, 2012.
Download BibTeX filePublication details
H. Senaratne, L. Gerharz, E. Pebesma and A. Schwering.
Usability of Spatio-Temporal Uncertainty Visualisation Methods.
Proceedings of the 15th AGILE International Conference on Geographic Information Science - Bridging the Geographic Information Sciences, Springer, pages 3-23, DOI: 10.1007/978-3-642-29063-3_1, 2012.
Download BibTeX filePublication details
F. Mansmann, D. Spretke, H. Janetzko, B. Kranstauber and K. Safi.
Correlation-based Arrangement of Time Series for Movement Analysis in Behavioural Ecology.
Progress on Movement Analysis Workshop, Zurich, Switzerland, November 15-16, 2012.
Download BibTeX filePublication details
F. Stoffel, H. Janetzko and F. Mansmann.
Proportions in Categorical and Geographic Data: Visualizing the Results of Political Elections.
Proceedings of the AVI 2012, May 21 - 25, Capri Island (Naples), Italy, ACM Press, DOI: 10.1145/2254556.2254644, 2012.
Download BibTeX filecm submissionPublication details
M. C. Hao, C. Rohrdantz, H. Janetzko, D. A. Keim, U. Dayal, L.-E. Haug and M. Hsu.
Integrating Sentiment Analysis and Term Associations with Geo-Temporal Visualizations on Customer Feedback Streams.
SPIE 2012 Conference on Visualization and Data Analysis (VDA 2012), Best Paper Award, DOI: http://dx.doi.org/10.1117/12.912202, 2012.
Download BibTeX filePublication details
2011
H. Senaratne and L. Gerharz.
An Assessment and Categorisation of Quantitative Uncertainty Visualisation Methods for Geospatial Data.
Proceedings of the 14th AGILE International Conference on Geographic Information Science (Poster Paper: best poster award), 2011.
Download BibTeX filePublication details
D. Spretke, H. Janetzko, F. Mansmann, P. Bak, B. Kranstauber, S. Davidson and M. Mueller.
Exploration through Enrichment: A Visual Analytics Approach for Animal Movement.
Proceedings of the 19th SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM, pages 421--424, 2011.
Download BibTeX filePublication details
D. Oelke, H. Janetzko, S. Simon, K. Neuhaus and D. A. Keim.
Visual Boosting in Pixel-based Visualizations.
Computer Graphics Forum, 30(3):871-880, DOI: 10.1111/j.1467-8659.2011.01936.x, 2011.
Download BibTeX filePublication details
F. Mansmann, D. Spretke and H. Janetzko.
Lessons Learned from Tool Development for Animal Movement Analysis.
Poster Proc. 1st IEEE Symposium on Biological Data Visualization (IEEE BioVis), Poster Paper, 2011.
Download BibTeX filePublication details
S. Kisilevich, D. A. Keim, A. Lasry, L. Bam and L. Rokach.
Developing Analytical GIS Applications with GEO-SPADE: Three Success Case Studies.
Lecture Notes in Business Information Processing 73, J. Filipe and J. Cordeiro (Eds.): ICEIS 2010, Springer, Heidelberg, pages 495--511, DOI: 10.1007/978-3-642-19802-1_34, 2011.
Download BibTeX fileURLPublication details
S. Kisilevich, D. A. Keim, Y. Palivatkel and L. Rokach.
Using multiplicative hybrid hedonic pricing model for improving revenue management in hotel business.
"GeoViz Hamburg 2011: Linking Geovisualization with Spatial Analysis and Modeling", 2011.
Download BibTeX filePublication details
2010
D. A. Keim, J. Kohlhammer, G. Ellis and F. Mansmann.
Mastering The Information Age - Solving Problems with Visual Analytics.
Eurographics, 2010.
Download BibTeX filedownloadPublication details
D. Weiskopf, G. Andrienko, N. Andrienko and P. Bak.
Visuelle Bewegungsanalyse in Video- und Geodaten.
Informatik Spektrum, 2010.
Download BibTeX filePublication details
T. Mayer, C. Rohrdantz, F. Plank, P. Bak, M. Butt and D. A. Keim.
Consonant co-occurrence in stems across languages: Automatic analysis and visualization of a phonotactic constraint.
Proceedings of the ACL 2010 Workshop on NLP and Linguistics: Finding the Common Ground (NLPLING 2010), pages 67-75, 2010.
Download BibTeX filePublication details
I. Omer, P. Bak and T. Schreck.
Using space-time visual analytic methods for exploring the dynamics of ethnic groups' residential patterns.
International Journal of Geographical Information Science (IJGIS), 2010.
Download BibTeX filePublication details
D. A. Keim, M. Krstajic, P. Bak, D. Oelke and F. Mansmann.
Methods for Interactive Exploration of Large-Scale News Streams.
Web Intelligence and Security, IOS Press, 2010.
Download BibTeX filePublication details
M. Krstajic, P. Bak, D. Oelke, M. Atkinson, W. Ribarsky and D. A. Keim.
Applied Visual Exploration on Real-Time News Feeds using Polarity and Geo-Spatial Analysis.
Proceedings of the 6th International Conference on Web Information Systems and Technologies (WEBIST 2010), 2010.
Download BibTeX filePublication details
P. Bak, I. Omer and T. Schreck.
Visual Analytics of Urban Environments using High-Resolution Geographic Data.
M. Painho et al. (eds.) Geospatial Thinking, Lecture Notes in Geoinformation and Cartography, Springer Berlin, pages 25-42, DOI: 10.1007/978-3-642-12326-9, 2010.
Download BibTeX filePublication details
S. Kisilevich, F. Mansmann, P. Bak, D. A. Keim and A. Tchaikin.
Where Would You Go on Your Next Vacation? - A Framework for Visual Exploration of Attractive Places.
GeoProcessing 2010, pages 21-26, 2010.
Download BibTeX filePublication details
S. Kisilevich, M. Krstajic, D. A. Keim, N. Andrienko and G. Andrienko.
Event-based analysis of people's activities and behavior using Flickr and Panoramio geo-tagged photo collections.
2nd International Symposium Visual Analytics, 2010.
Download BibTeX filePublication details
S. Kisilevich, D. A. Keim and L. Rokach.
A novel approach to mining travel sequences using collections of geotagged photos.
Proceedings of the 13th AGILE International Conference on Geographic Information Science, 2010.
Download BibTeX filePublication details
G. Andrienko, N. Andrienko, S. Bremm, T. Schreck, T. von Landesberger, P. Bak and D. A. Keim.
Space-in-time and time-in-space self-organizing maps for exploring spatiotemporal patterns.
Computer Graphics Forum, 29(3):913-92, 2010.
Download BibTeX filePublication details
G. Andrienko, N. Andrienko, P. Bak, S. Bremm, D. A. Keim, T. von Landesberger, C. Pölitz and T. Schreck.
Analyzing Spatio-temporal Patterns of Mobile Phone Calls With Self-Organizing Maps.
Journal of Location Based Services (JLBS), 2010.
Download BibTeX filePublication details
2009
H. Janetzko, F. Mansmann, P. Bak and D. A. Keim.
Northern Lights Maps: Spatiotemporal Exploration of Mice Movement.
EuroVis2009 (Poster), 2009.
Download BibTeX filePublication details
P. Bak, C. Rohrdantz, S. Leifert, C. Granacher, S. Koch, S. Butscher, P. Jungk and D. A. Keim.
Integrative Visual Analytics for Suspicious Behavior Detection.
Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST Challenge 2009), IEEE, DOI: 10.1109/VAST.2009.5334430, 2009.
Download BibTeX filePublication details
P. Bak, M. Schaefer, A. Stoffel, D. A. Keim and I. Omer.
Density Equalizing Distortion of Large Geographic Point Sets.
Journal of Cartographic and Geographic Information Science (CaGIS), 36(3):237--250, 2009.
Download BibTeX filePublication details
P. Bak, F. Mansmann, H. Janetzko and D. A. Keim.
Spatiotemporal Analysis of Sensor Logs using Growth Ring Maps.
IEEE Transactions on Visualization and Computer Graphics (TVCG), 15(6):913-920, 2009.
Download BibTeX filePublication details
G. Andrienko, N. Andrienko, P. Bak, S. Kisilevich and D. A. Keim.
Analysis of community-contributed space- and time referenced data by example of Panoramio photos.
Proceedings of the Vision, Modeling, and Visualization Workshop (VMV), 2009.
Download BibTeX filePublication details
G. Andrienko, N. Andrienko, P. Bak, S. Kisilevich and D. A. Keim.
Analysis of community-contributed space- and time-referenced data (example of flickr photos).
Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST 2009), Poster Paper, 2009.
Download BibTeX filePublication details
G. Andrienko, N. Andrienko, P. Bak, S. Kisilevich and D. A. Keim.
Demo-Paper: Analysis of community-contributed space- and time referenced data (by example of Panoramio photos).
Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM, pages 540--541, 2009.
Download BibTeX filePublication details
2008
H. Ziegler and D. A. Keim.
COPERNICUS: Context-preserving engine for route navigation with interactive user-modifiable scaling.
Proceedings of the Eurographics/IEEE-VGTC Symposium on Visualization (EuroVis 2008), Eurographics Association, pages 927-934, DOI: 10.1111/j.1467-8659.2008.01226.x, 2008.
Download BibTeX filePublication details
P. Bak, D. A. Keim, M. Schaefer, A. Stoffel and I. Omer.
Visual Analytics Using Density Equalizing Geographic Distortion.
Geospatial Visual Analytics Workshop at Giscience, 2008.
Download BibTeX filePublication details
2006
S. K. Belle, D. Oelke, S. Oettl and M. Sips.
Exploration of Local Distribution of Major Ethnic Groups in the USA.
Contest Submission at the IEEE Symposium on Information Visualization (InfoVis '06), Baltimore, Maryland, USA, 2006.
Download BibTeX filePublication details
2005
D. A. Keim, F. Mansmann and T. Schreck.
Analyzing Electronic Mail using Temporal, Spatial, and Content-based Visualization Techniques.
LNI Tagungsbaende Informatik 2005, Spt. 19-22, Bonn, Germany, 2005.
Download BibTeX filePublication details
D. A. Keim, F. Mansmann, C. Panse, J. Schneidewind and M. Sips.
Mail Explorer - Spatial and Temporal Exploration of Electronic Mail.
Proceedings of Eurographics/IEEE-VGTC Symposium on Visualization (EuroVis 2005), 2005.
Download BibTeX filePublication details
2004
D. A. Keim, C. Panse and M. Sips.
Information Visualization: Scope, Techniques and Opportunities for Geovisualization.
Exploring Geovisualization, Oxford: Elsevier, 2004.
Download BibTeX filePublication details
R. Heilmann, D. A. Keim, C. Panse and M. Sips.
RecMap: Rectangular Map Approximations.
Proceedings of IEEE Symposium on Information Visualization (InfoVis '04), 2004.
Download BibTeX filePublication details
2003
D. A. Keim, C. Panse, M. Schaefer and M. Sips.
HistoScale: An Efficient Approach for Computing Pseudo-Cartograms, Poster Paper.
Vis 2003, IEEE Visualization Conference, Seattle, Washington, USA, 2003.
Download BibTeX filePublication details
2002
D. A. Keim, S. C. North, C. Panse and J. Schneidewind.
Efficient Cartogram Generation: A Comparison.
Proceedings of IEEE Symposium on Information Visualization (InfoVis '02), pages 33-36, 2002.
Download BibTeX filePublication details