Publications
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StreetExplorer: Visual Exploration of Feature-based Patterns in Urban Street NetworksL. Shao, S. Mittelstädt, R. Goldblatt, I. Omer, P. Bak, T. Schreck Proc. Int. Conference on Information Visualization Theory and Applications, 2016 |
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A visual analytics approach for assessing pedestrian friendliness of urban environmentsT. Schreck, I. Omer, P. Bak, Y. Lerman AGILE International Conference on Geographic Information Science, 2013 |
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Visual Analytics of MovementG. Andrienko, N. Andrienko, P. Bak, D. A. Keim, S. Wrobel 2013 |
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A Conceptual Framework and Taxonomy of Techniques for Analyzing MovementG. Andrienko, N. Andrienko, P. Bak, D. A. Keim, S. Kisilevich, S. Wrobel Journal of Visual Languages and Computing, 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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Automated Visual Analysis Methods for an Effective Exploration of High-Dimensional DataA. Tatu, G. Albuquerque, M. Eisemann, P. Bak, H. Theisel, M. Magnor, D. A. Keim IEEE Transactions on Visualization and Computer Graphics (TVCG), 2011 |
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Space-in-time and time-in-space self-organizing maps for exploring spatiotemporal patternsG. Andrienko, N. Andrienko, S. Bremm, T. Schreck, T. von Landesberger, P. Bak, D. A. Keim Computer Graphics Forum, 2010 |
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Analyzing Spatio-temporal Patterns of Mobile Phone Calls With Self-Organizing MapsG. Andrienko, N. Andrienko, P. Bak, S. Bremm, D. A. Keim, T. von Landesberger, C. Pölitz, T. Schreck Journal of Location Based Services (JLBS), 2010 |
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Visual Analytics of a Pandemic SpreadA. Astefanoaie, R. Bozianu, M. Broghammer, R. Jungnickel, C. Rohrdantz, J. Schniertshauer, D. Spretke, P. Bak Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST Challenge 2010), DOI: http://dx.doi.org/10.1109/VAST.2010.5653071, 2010 |
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The Effect of User Characteristics on the Efficiency of Visual QueryingP. Bak, J. Meyer Behavior and Information Technology (BIT), 2010 |
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Where Would You Go on Your Next Vacation? - A Framework for Visual Exploration of Attractive PlacesS. Kisilevich, F. Mansmann, P. Bak, D. A. Keim, A. Tchaikin GeoProcessing 2010, 2010 |
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User Settings of Cue Thresholds for Binary Categorization DecisionsA. Botzer, J. Meyer, P. Bak, Y. Parmet Journal of Experimental Psychology: Applied, DOI: 10.1037/a0018758, 2010 |
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Visual Analytics of Urban Environments using High-Resolution Geographic DataP. Bak, I. Omer, T. Schreck M. Painho et al. (eds.) Geospatial Thinking, Lecture Notes in Geoinformation and Cartography, DOI: 10.1007/978-3-642-12326-9, 2010 |
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Advanced Visual Analytics InterfacesD. A. Keim, P. Bak, E. Bertini, D. Oelke, D. Spretke, H. Ziegler Proceedings of the International Working Conference on Advanced Visual Interfaces (AVI 10), 2010 |
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Applied Visual Exploration on Real-Time News Feeds using Polarity and Geo-Spatial AnalysisM. Krstajic, P. Bak, D. Oelke, M. Atkinson, W. Ribarsky, D. A. Keim Proceedings of the 6th International Conference on Web Information Systems and Technologies (WEBIST 2010), 2010 |
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Methods for Interactive Exploration of Large-Scale News StreamsD. A. Keim, M. Krstajic, P. Bak, D. Oelke, F. Mansmann Web Intelligence and Security, 2010 |
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Consonant co-occurrence in stems across languages: Automatic analysis and visualization of a phonotactic constraintT. Mayer, C. Rohrdantz, F. Plank, P. Bak, M. Butt, D. A. Keim Proceedings of the ACL 2010 Workshop on NLP and Linguistics: Finding the Common Ground (NLPLING 2010), 2010 |
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Using space-time visual analytic methods for exploring the dynamics of ethnic groups' residential patternsI. Omer, P. Bak, T. Schreck International Journal of Geographical Information Science (IJGIS), 2010 |
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Visual quality metrics and human perception: an initial study on 2D projections of large multidimensional dataA. Tatu, P. Bak, E. Bertini, D. A. Keim, J. Schneidewind Proceedings of the Working Conference on Advanced Visual Interfaces (AVI '10), 2010 |
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Visuelle Bewegungsanalyse in Video- und GeodatenD. Weiskopf, G. Andrienko, N. Andrienko, P. Bak Informatik Spektrum, 2010 |
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A framework for using Self-Organizing Maps to analyze spatio-temporal patterns, exemplified by analysis of mobile phone usageG. Andrienko, N. Andrienko, P. Bak, S. Bremm, D. A. Keim, T. von Landesberger, C. Pölitz, T. Schreck Taylor & Francis Journal of Location Based Services, 2010 |
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Analysis of community-contributed space- and time referenced data by example of Panoramio photosG. Andrienko, N. Andrienko, P. Bak, S. Kisilevich, D. A. Keim Proceedings of the Vision, Modeling, and Visualization Workshop (VMV), 2009 |
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Analysis of community-contributed space- and time-referenced data (example of flickr photos)G. Andrienko, N. Andrienko, P. Bak, S. Kisilevich, D. A. Keim Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST 2009), Poster Paper, 2009 |
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Demo-Paper: Analysis of community-contributed space- and time referenced data (by example of Panoramio photos)G. Andrienko, N. Andrienko, P. Bak, S. Kisilevich, D. A. Keim Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2009 |
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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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Integrative Visual Analytics for Suspicious Behavior DetectionP. Bak, C. Rohrdantz, S. Leifert, C. Granacher, S. Koch, S. Butscher, P. Jungk, D. A. Keim Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST Challenge 2009), DOI: 10.1109/VAST.2009.5334430, 2009 |
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Density Equalizing Distortion of Large Geographic Point SetsP. Bak, M. Schaefer, A. Stoffel, D. A. Keim, I. Omer Journal of Cartographic and Geographic Information Science (CaGIS), 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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Dense pixel displaysD. A. Keim, P. Bak, M. Schaefer Encyclopedia of Database Systems, 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 Analytics Using Density Equalizing Geographic DistortionP. Bak, D. A. Keim, M. Schaefer, A. Stoffel, I. Omer Geospatial Visual Analytics Workshop at Giscience, 2008 |
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How to use interaction logs effectively for usability evaluationJ. Gerken, P. Bak, H. C. Jetter, D. Klinkhammer, H. Reiterer BELIV'08: Beyond time and errors - novel evaluation methods for Information Visualization (a CHI 2008 Workshop), 2008 |
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Visual evaluation of text features for document summarization and analysisD. Oelke, P. Bak, D. A. Keim, M. Last, G. Danon Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST 2008), 2008 |
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Longitudinal evaluation methods in human-computer studies and visual analyticsJ. Gerken, P. Bak, H. Reiterer Metrics for the Evaluation of Visual Analytics (an InfoVIS 2007 Workshop), 2007 |
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Effects of Cognitive Styles and Data Characteristics on Visual Data MiningP. Bak, J. Meyer Proceedings of SPIE International Society of Optical Engineering, 2005 |
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Cognitive Style and Zooming in Interactive Visual Data AnalysesP. Bak, J. Meyer International Conference on Information Systems: Third Annual Pre-ICIS SIGDSS Workshop, 2005 |