Publications
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Investigating the Sketchplan: A Novel Way of Identifying Tactical Behavior in Massive Soccer DatasetsD. Seebacher, T. Polk, H. Janetzko, D. A. Keim, T. Schreck, M. Stein To appear in Transactions on Visualization and Computer Graphics (TVCG), DOI: 10.1109/TVCG.2021.3134814, 2021 |
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Tackling Similarity Search for Soccer Match Analysis: Multimodal Distance Measure and Interactive Query DefinitionM. Stein, H. Janetzko, T. Schreck, D. A. Keim IEEE Computer Graphics and Applications, DOI: 10.1109/MCG.2019.2922224, 2019 |
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Where to Go: Computational and Visual What-If Analyses in SoccerM. Stein, D. Seebacher, R. Marcelino, T. Schreck, M. Grossniklaus, D. A. Keim, H. Janetzko Journal of Sports Sciences, DOI: 10.1080/02640414.2019.1652541, 2019 |
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Bring it to the Pitch: Combining Video and Movement Data to Enhance Team Sport AnalysisM. Stein, H. Janetzko, A. Lamprecht, T. Breitkreutz, P. Zimmermann, B. Goldlücke, T. Schreck, G. Andrienko, M. Grossniklaus, D. A. Keim IEEE Transactions on Visualization and Computer Graphics (Proceedings of the Visual Analytics Science and Technology), DOI: 10.1109/TVCG.2017.2745181, 2018 |
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PixelWise Pie Charts: Placement of Data Points Visualizing Spatial Value DistributionsH. Janetzko, M. Stein EuroVis 2018 - Short Papers, DOI: 10.2312/eurovisshort.20181086, 2018 |
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Visual Analysis of Urban Traffic Data based on High-Resolution and High-Dimensional Environmental Sensor DataJ. Häußler, M. Stein, D. Seebacher, H. Janetzko, T. Schreck, D. A. Keim Workshop on Visualisation in Environmental Sciences (EnvirVis), DOI: 10.2312/envirvis.20181138, 2018 |
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Revealing the Invisible: Visual Analytics and Explanatory Storytelling for Advanced Team Sport AnalysisM. Stein, T. Breitkreutz, J. Häußler, D. Seebacher, C. Niederberger, T. Schreck, M. Grossniklaus, D. A. Keim, H. Janetzko 4th International Symposium on Big Data Visual and Immersive Analytics (BDVA 2018), DOI: 10.1109/BDVA.2018.8534022, 2018 |
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Tackling Similarity Search for Soccer Match Analysis: Multimodal Distance Measure and Interactive Query DefinitionM. Stein, H. Janetzko, T. Schreck, D. A. Keim Symposium on Visualization in Data Science (VDS) at IEEE VIS 2018, 2018 |
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How to Make Sense of Team Sport Data: From Acquisition to Data Modeling and Research AspectsM. Stein, H. Janetzko, D. Seebacher, A. Jäger, M. Nagel, J. Hölsch, S. Kosub, T. Schreck, D. A. Keim, M. Grossniklaus Data, Special Issue Geospatial Data, DOI: 10.3390/data2010002, 2017 |
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Dynamic Visual Abstraction of Soccer MovementD. Sacha, F. Al-Masoudi, M. Stein, T. Schreck, D. A. Keim, G. Andrienko, H. Janetzko Honorable Mention Award (EuroVis 17) - Computer Graphics Forum, DOI: 10.1111/cgf.13189, 2017 |
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Visual Analytics and Similarity Search: Concepts and Challenges for Effective Retrieval Considering Users, Tasks, and DataD. Seebacher, J. Häußler, M. Stein, H. Janetzko, T. Schreck, D. A. Keim Similarity Search and Applications (SISAP), DOI: 10.1007/978-3-319-68474-1_23, 2017 |
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Enhancing Parallel Coordinates: Statistical Visualizations for Analyzing Soccer DataH. Janetzko, M. Stein, D. Sacha, T. Schreck IS&T Electronic Imaging Conference on Visualization and Data Analysis, 2016 |
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Patent Retrieval: A Multi-Modal Visual Analytics ApproachD. Seebacher, M. Stein, H. Janetzko, D. A. Keim EuroVis Workshop on Visual Analytics (EuroVA), DOI: 10.2312/eurova.20161118, 2016 |
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Director's Cut: Analysis and Annotation of Soccer MatchesM. Stein, H. Janetzko, T. Breitkreutz, D. Seebacher, T. Schreck, M. Grossniklaus, I. Couzin, D. A. Keim IEEE Computer Graphics and Applications, DOI: 10.1109/MCG.2016.102, 2016 |
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Fusing Events, Tasks and Spatial Awareness in an Ambient-Enabled Work EnvironmentJ. Buchmüller, M. Stein, A. Jäger, S. Schmidt, H. Senaratne, H. Janetzko IEEE Conference on Visual Analytics Science and Technology (VAST Challenge 2016 MC1), 2016 |
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From Game Events to Team Tactics: Visual Analysis of Dangerous Situations in Multi-Match DataM. Stein, H. Janetzko, A. Lamprecht, D. Seebacher, T. Schreck, D. A. Keim, M. Grossniklaus 2016 1st International Conference on Technology and Innovation in Sports, Health and Wellbeing (TISHW), DOI: 10.1109/TISHW.2016.7847777, 2016 |
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SimpliFly: A Methodology for Simplification and Thematic Enhancement of TrajectoriesK. Vrotsou, H. Janetzko, C. Navarra, G. Fuchs, D. Spretke, F. Mansmann, N. Andrienko, G. Andrienko IEEE Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2014.2337333, 2015 |
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Visual Analytics for Exploring Local Impact of Air TrafficJ. Buchmüller, H. Janetzko, G. Andrienko, N. Andrienko, G. Fuchs, D. A. Keim Eurographics Conference on Visualization (EuroVis 2015), DOI: 10.1111/cgf.12630, 2015 |
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Visual Soccer Analytics: Understanding the Characteristics of Collective Team Movement Based on Feature-Driven Analysis and AbstractionM. Stein, J. Häußler, D. Jäckle, H. Janetzko, T. Schreck, D. A. Keim ISPRS International Journal of Geo-Information, Special Issue Advances in Spatio-Temporal Data Analysis and Mining , DOI: 10.3390/ijgi4042159, 2015 |
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Enhancements for Visualizing Temporal and Geospatial DatasetsH. Janetzko 2015 |
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Anomaly Detection for Visual Analytics of Power Consumption DataH. Janetzko, F. Stoffel, S. Mittelstädt, D. A. Keim Computer & Graphics, DOI: 10.1016/j.cag.2013.10.006, 2014 |
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Visual Abstraction of Complex Motion PatternsH. Janetzko, D. Jäckle, O. Deussen, D. A. Keim SPIE 2014 Conference on Visualization and Data Analysis (VDA 2014), Best Paper Award, 2014 |
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Feature-Driven Visual Analytics of Soccer DataH. Janetzko, D. Sacha, M. Stein, T. Schreck, D. A. Keim, O. Deussen IEEE Transactions on Visualization and Computer Graphics (Proceedings Visual Analytics Science and Technology 2014), DOI: 10.1109/VAST.2014.7042477, 2014 |
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Geo-Temporal Visual Analysis of Customer Feedback Data Based on Self-Organizing Sentiment MapsH. Janetzko, D. Jäckle, T. Schreck International Journal On Advances in Intelligent Systems, 2014 |
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Visual analytics of cyber physical data streams using spatio-temporal radial pixel visualizationM. C. Hao, M. Marwah, S. Mittelstädt, H. Janetzko, M. Hund, D. A. Keim, U. Dayal, C. Bash, C. Felix, C. Patel, M. Hsu In Proceedings of Visualization and Data Analysis, DOI: 10.1117/12.2002948, 2013 |
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Enhancing Scatter Plots Using Ellipsoid Pixel Placement and ShadingH. Janetzko, M. C. Hao, S. Mittelstädt, U. Dayal, D. A. Keim Proceedings of the 46th Annual Hawaii International Conference on System Sciences, DOI: 10.1109/HICSS.2013.197, 2013 |
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Visual sentiment analysis of customer feedback streams using geo-temporal term associationsM. C. Hao, C. Rohrdantz, H. Janetzko, D. A. Keim, U. Dayal, L.-E. Haug, M. Hsu, F. Stoffel Information Visualization, DOI: 10.1177/1473871613481691, 2013 |
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Comparative visual analysis of large customer feedback based on self-organizing sentiment mapsH. Janetzko, D. Jäckle, T. Schreck Proc. International Conference on Advances in Information Mining and Management, Best Paper Award, 2013 |
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Integrating Sentiment Analysis and Term Associations with Geo-Temporal Visualizations on Customer Feedback StreamsM. C. Hao, C. Rohrdantz, H. Janetzko, D. A. Keim, U. Dayal, L.-E. Haug, M. Hsu SPIE 2012 Conference on Visualization and Data Analysis (VDA 2012), Best Paper Award, DOI: http://dx.doi.org/10.1117/12.912202, 2012 |
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Proportions in Categorical and Geographic Data: Visualizing the Results of Political ElectionsF. Stoffel, H. Janetzko, F. Mansmann Proceedings of the AVI 2012, May 21 - 25, Capri Island (Naples), Italy, DOI: 10.1145/2254556.2254644, 2012 |
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Visual exploration of frequent patterns in multivariate time seriesM. C. Hao, M. Marwah, H. Janetzko, U. Dayal, D. A. Keim, D. Patnaik, N. Ramakrishnan, R. K. Sharma Information Visualization (IVS), DOI: 10.1177/1473871611430769, 2012 |
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Correlation-based Arrangement of Time Series for Movement Analysis in Behavioural EcologyF. Mansmann, D. Spretke, H. Janetzko, B. Kranstauber, K. Safi Progress on Movement Analysis Workshop, Zurich, Switzerland, November 15-16, 2012 |
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Exploring Cyber Physical Data Streams Using Radial Pixel VisualizationsM. C. Hao, M. Marwah, S. Mittelstädt, H. Janetzko, D. A. Keim, U. Dayal, C. Bash, C. Felix, C. Patel, M. Hsu Proc. IEEE Symposium on Visual Analytics Science and Technology (Poster Paper), Honorable Mention Award, DOI: 10.1109/VAST.2012.6400541, 2012 |
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Visualizing Frequent Patterns in Large Multivariate Time SeriesM. C. Hao, M. Marwah, H. Janetzko, R. K. Sharma, D. A. Keim, U. Dayal, D. Patnaik, N. Ramakrishnan Proceedings of Visualization and Data Analysis 2011 (VDA 11), DOI: 10.1117/12.872169, 2011 |
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Visual Sentiment Analysis on Twitter Data Streams (Poster Paper)M. C. Hao, C. Rohrdantz, H. Janetzko, U. Dayal, D. A. Keim, L.-E. Haug, M. Hsu Proceedings of the IEEE Conference on Visual Analytics Science and Technology (VAST 2011), DOI: 10.1109/VAST.2011.6102472, 2011 |
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A Visual Analytics Approach for Peak-Preserving Prediction of Large Seasonal Time SeriesM. C. Hao, H. Janetzko, S. Mittelstädt, W. Hill, U. Dayal, D. A. Keim, M. Marwah, R. K. Sharma Computer Graphics Forum, DOI: 10.1111/j.1467-8659.2011.01918.x, 2011 |
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Lessons Learned from Tool Development for Animal Movement AnalysisF. Mansmann, D. Spretke, H. Janetzko Poster Proc. 1st IEEE Symposium on Biological Data Visualization (IEEE BioVis), Poster Paper, 2011 |
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Visual Boosting in Pixel-based VisualizationsD. Oelke, H. Janetzko, S. Simon, K. Neuhaus, D. A. Keim Computer Graphics Forum, DOI: 10.1111/j.1467-8659.2011.01936.x, 2011 |
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Exploration through Enrichment: A Visual Analytics Approach for Animal MovementD. Spretke, H. Janetzko, F. Mansmann, P. Bak, B. Kranstauber, S. Davidson, M. Mueller Proceedings of the 19th SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2011 |
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Visual Analytics of Large Multi-Dimensional Data Using Variable Binned Scatter PlotsM. C. Hao, U. Dayal, R. K. Sharma, D. A. Keim, H. Janetzko Proceedings of Visualization and Data Analysis 2010 (VDA 10), DOI: 10.1117/12.840142, 2010 |
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Variable binned scatter plotsM. C. Hao, U. Dayal, R. K. Sharma, D. A. Keim, H. Janetzko Information Visualization Journal (IVS), DOI: 10.1057/ivs.2010.4, 2010 |
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Spatiotemporal Analysis of Sensor Logs using Growth Ring MapsP. Bak, F. Mansmann, H. Janetzko, D. A. Keim IEEE Transactions on Visualization and Computer Graphics (TVCG), 2009 |
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Visual Prediction of Time Series (Poster)M. C. Hao, H. Janetzko, R. K. Sharma, U. Dayal, D. A. Keim, M. Castellanos Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST 2009), DOI: 10.1109/VAST.2009.5333420, 2009 |
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Northern Lights Maps: Spatiotemporal Exploration of Mice MovementH. Janetzko, F. Mansmann, P. Bak, D. A. Keim 2009 |
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Generalized Scatter PlotsD. A. Keim, M. C. Hao, U. Dayal, H. Janetzko, P. Bak Information Visualization Journal (IVS), DOI: 10.1057/ivs.2009.34, 2009 |
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Visual Opinion Analysis of Customer Feedback DataD. Oelke, M. C. Hao, C. Rohrdantz, D. A. Keim, U. Dayal, L.-E. Haug, H. Janetzko Proceedings of the 2009 IEEE Symposium on Visual Analytics Science and Technology (VAST '09), DOI: 10.1109/VAST.2009.5333919, 2009 |
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jSCSI - A Java iSCSI InitiatorM. Kramis, V. Wildi, B. Lemke, S. Graf, H. Janetzko, M. Waldvogel Proc. Jazoon '07, The International Conference on Java Technology, 2007 |
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Interactive Poster: Exploring Block Access Patterns of Native XML StorageH. Janetzko, D. A. Keim, M. Kramis, F. Mansmann, M. Waldvogel Conference Compendium of IEEE Symposium on Information Visualization (InfoVis 2006), 2006 |