Publications

A full list of my publications and citation statistics can be found on my Google Scholar page.

Journal Publications

• Yang, Yalong; Xia, Wenyu; Lekschas, Fritz; Nobre, Caroline; Krueger, Robert; Pfister, Hanspeter. "The Pattern is in the Details: An Evaluation of Interaction Techniques for Locating, Searching, and Contextualizing Details in Multivariate Matrix Visualizations". Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI), 2022., conditionally accepted, to be published
• Strobelt, Hendrik; Jambay, Kinley; Krueger, Robert; Beyer, Johanna; Pfister, Hanspeter; Rush, Alexander M. "GenNI: Human-AI Collaboration for Data-Backed Text Generation". IEEE Transaction on Visualization and Computer Graphics. 2021 Oct 4, DOI: 10.1109/TVCG.2021.3114845
• Jessup, Jared#; Krueger, Robert#; Warchole, Simon; Hoffer, John; Muhlich, Jeremy; Ritch, Cecily C; Gaglia, Giorgio; Coy, Shannon; Chen, Yu-An; Lin, Jia-Ren; Santagata, Sando; Sorger, Peter K.; Pfister, Hanspeter. "Scope2Screen: Focus+Context Techniques for Pathology TumorAssessment in Multivariate Image Data". IEEE Transaction on Visualization and Computer Graphics. 2021 Oct 4, DOI: 10.1109/TVCG.2021.3114786--# shared first-author
• Rozenblatt-Rosen, Orit et al. "The Human Tumor Atlas Network: charting tumor transitions across space and time at single-cell resolution." Cell 181.2 (2020): 236-249. DOI: 10.1016/j.cell.2020.03.053
• Hoffer, John; Rashid, Rumana ; Muhlic, Jeremy L ; Chen, Yu-An. ; Russell, Douglas Peter William ; Ruokonen, Juha ; Krueger, Robert ; Pfister, Hanspeter ; Santagata, Sandro ; Sorger, Peter K. "Minerva: a light-weight, narrative image browser for multiplexed tissue images." Journal of Open Source Software. 2020 Oct 15;5(54):2579, DOI: 10.21105/joss.02579
• Rashid, Rumana; Chen, Yu-An ; Hoffer, John ; Muhlich, Jeremy L. ; Lin, Jia-Ren ; Krueger, Robert ; Pfister, Hanspeter ; Mitchell, Richard ; Santagata, Sandro ; Sorger, Peter K.. "Online Narrative Guides for Illuminating Tissue Atlas Data and Digital Pathology Images." bioRxiv (2020) - under review, preprint on arXiv
• Rashid, Rumana ; Chen, Yu-An ; Hoffer, John ; Muhlich, Jeremy L. ; Lin, Jia-Ren ; Krüger Robert ; Pfister, Hanspeter ; Mitchell, Richard ; Santagata, Sandro ; Sorger, Peter K. "Interpretative Guides for Interacting with Tissue Atlas and Digital Pathology Data using the Minerva Browser." bioRxiv - under review (2020), preprint on arXiv
• Gehrmann, Sebastian ; Strobelt , Hendrik ; Krüger , Robert ; Pfister , Hanspeter ; Rush , Alexander M: Visual Interaction with Deep Learning Models through Collaborative Semantic Inference. In: Transaction on Visualization and Computer Graphics (TVCG), 2019, preprint on arXiv
• Krüger, Robert ; Beyer , Johanna ; Jang , Won-Dong ; Kim , Nam Wook ; Sokolov, Arten ; Sorger , Peter K. ; Pfister , Hanspeter: Facetto: Combining Unsupervised and Supervised Learning for Hierarchical Phenotype Analysis in Multi-Channel Image Data. In: Transaction on Visualization and Computer Graphics (TVCG), 2019, preprint on biorXiv
• Krüger, Robert ; Qi, Han ; Ivanov, Nikolay ; Mahtal, Sanae ; Thom, Dennis ; Pfister, Hanspeter ; Ertl, Thomas: Bird’s-Eye - Large-Scale Visual Analytics of City Dynamics using Social Location Data. In: Computer Graphics Forum (CGF) (proceedings of The Eurographics Conference on Visualization), Bd. 2019, DOI: 10.1111/cgf.13713
• Krueger, Robert ; Simeonov, Georgi ; Beck, Fabian ; Ertl, Thomas: Visual Interactive Map Matching. In: Transaction on Visualization and Computer Graphics (TVCG), Bd. 24 (2018), Nr. 6. (PacificVis Honorable Mention), DOI: 10.1109/TVCG.2018.2816219
• Steptoe, Michael ; Krüger, Robert ; Garcia, Rolando ; Liang, Xing ; Maciejewski, Ross: A Visual Analytics Framework for Exploring Theme Park Dynamics. In: ACM Transaction on Interactive Intelligent Systems. Bd. 8 (2018), Nr. 4., DOI: 10.1109/VAST.2015.7347639
• Thom, Dennis ; Krüger, Robert ; Ertl, Thomas: Can Twitter Save Lives? A Broad-scale Study on Visual Social Media Analytics for Public Safety. In: IEEE Transactions on Visualization and Computer Graphics (TVCG), Bd. 22 (2016), Nr. 7, DOI: 10.1109/TVCG.2015.2511733
• Haag, Florian ; Krüger, Robert ; Ertl, Thomas: Visual Querying of Semantically Enriched Movement Data. In: Computer Vision, Imaging and Computer Graphics – Theory and Applications: International Joint Conference, VISIGRAPP 2016, 11. Aufl. : Springer International Publishing, 2016, ISBN: 978-3-319-64870-5
• Krüger, Robert ; Thom, Dennis ; Ertl, Thomas: Semantic Enrichment of Movement Behavior with Foursquare – A Visual Analytics Approach. In: IEEE Transactions on Visualization and Computer Graphics (TVCG), Bd. 21 (2015), Nr. 8, DOI: 10.1109/TVCG.2014.2371856
• Bosch, Harald ; Thom, Dennis ; Heimerl, Florian ; Püttmann, Edwin ; Koch, Steffen ; Krüger, Robert ; Wörner, Michael ; Ertl, Thomas: ScatterBlogs2: Real-Time Monitoring of Microblog Messages Through User-Guided Filtering. In: IEEE Transactions on Visualization and Computer Graphics (TVCG). Bd. 19 (2013), Nr. 12, DOI: 10.1109/TVCG.2013.186
• Krüger, Robert ; Thom, Dennis ; Wörner, Michael ; Bosch, Harald ; Ertl, Thomas: TrajectoryLenses – A Set-based Filtering and Exploration Technique for Long-term Trajectory Data. In: Computer Graphics Forum (CGF) (proceedings of The Eurographics Conference on Visualization), Bd. 2013, Nr. 3, DOI: 10.1111/cgf.12132

Conference Publications

• Behrisch, Michael ; Krueger, Robert ; Lekschas, Fritz ; Schreck, Tobias ; Gehlenborg, Nils ; Pfister, Hanspeter: Visual Pattern-Driven Exploration of Big Data. In: IEEE Big Data Visual Analytics (BDVA) 2018 arXiv preprint arXiv:1807.01364
• Herr, Dominik ; Reinhardt, Jan ; Reina, Guido; Krueger, Robert ; Ferrari, Rafael Villanueva ; Ertl, Thomas: Immersive Modular Factory Layout Planning using Augmented Reality, In: CIRP-CMS 2018 DOI: 10.1016/j.procir.2018.03.200
• Krueger, Robert ; Tremel, Tina ; Thom, Dennis: VESPA 2.0: Data-Driven Behavior Models for Visual Analytics of Movement Sequences. In: IEEE International Symposium on Big Data Visual Analytics (BDVA), 2017 (Best Paper Award) DOI: 10.1109/BDVA.2017.81146262
• Haag, Florian ; Krüger, Robert ; Ertl, Thomas: VESPa: A Pattern-Based Visual Query Language for Event Sequences. In: Proceedings of the 7th International Conference on Information Visualization Theory and Applications (IVAPP 2016), Bd. 7, 2016 (Best Paper Award), DOI: 10.5220/0005716900480059
• Krüger, Robert ; Sun, Guodao ; Beck, Fabian ; Liang, Ronghua ; Ertl, Thomas: TravelDiff: Visual Comparison Analytics for Massive Movement Patterns Derived from Twitter. In: IEEE Pacific Visualization Symposium (PacificVis), Bd. 9, 2016, DOI: 10.1109/PACIFICVIS.2016.7465266
• Bosch, Harald ; Krüger, Robert ; Thom, Dennis: Data-Driven Exploration of Real-Time Geospatial Text Streams. In: Bifet, A. ; May, M. ; Zadrozny, B. ; Gavalda, R. ; Pedreschi, D. ; Bonchi, F. ; Cardoso, J. ; Spiliopoulou, M. In: Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2015 Proceedings, M, Springer International Publishing (2015), DOI: 10.1007/978-3-319-23461-8_14
• Thom, Dennis ; Krüger, Robert ; Bechstedt, Ulrike ; Platz, Axel ; Zisgen, Julia ; Volland, Bernd ; Ertl, Thomas: Can Twitter really save your Life? A Case Study of Visual Social Media Analytics for Situation Awareness. In: IEEE Pacific Visualization Symposium (PacificVis), Bd. 2015, DOI: 10.1109/PACIFICVIS.2015.7156376
• Thom, Dennis ; Bosch, Harald ; Krüger, Robert ; Ertl, Thomas: Using Large Scale Aggregated Knowledge for Social Media Location Discovery. In: Hawaii International Conference on System Sciences (HICSS-47), Hawaii International Conference on System Sciences (HICSS-47). Bd. 47, 2014, DOI: 10.1109/HICSS.2014.189
• Krüger, Robert ; Thom, Dennis ; Ertl, Thomas: Visual Analysis of Movement Behavior using Web Data for Context Enrichment. In: IEEE Pacific Visualization Symposium (PacificVis), Bd. 7, 2014 (Best Paper Award), DOI: 10.1109/PacificVis.2014.57
• Lu, Yafeng ; Krüger, Robert ; Thom, Dennis ; Wang, Feng ; Koch, Steffen ; Ertl, Thomas ; Maciejewski, Ross: Integrating Predictive Analytics and Social Media. In: IEEE Conference on Visual Analytics Science and Technology (VAST), Bd. 2014, DOI: 10.1145/3162076

Workshop Publications

• Herr, Dominik ; Reinhardt, Jan ; Krüger, Robert ; Reina, Guido ; Ertl, Thomas: Immersive Visual Analytics for Modular Factory Layout Planning. In: IEEE Workshop on Immersive Analytics, Workshop on Immersive Analytics : IEEE, 2017, link
• Lischke, Lars ; Hoffmann, Jan ; Krüger, Robert ; Bader, Patrick ; Woźniak, Paweł W. ; Schmidt, Albrecht: Towards Interaction Techniques for Social Media Data Exploration on Large High-Resolution Displays. In: ACM: Proceedings of the 2017 Conference on Human Factors in Computing Systems (CHI EA’17), ACM 2017. — Rezensiertes Poster, DOI: 10.1145/3027063.3053229
• Tobien, Patrick ; Lischke, Lars ; Hirsch, Marco ; Krüger, Robert ; Lukowicz, Paul ; Schmidt, Albrecht: Engaging People to Participate in Data Collection. In: UbiComp ’16 Proceedings EA, 2016. — Rezensiertes Poster, DOI: 10.1145/2968219.2971420
• Krüger, Robert ; Koch, Steffen ; Ertl, Thomas: SaccadeLenses: Interactive Exploratory Filtering of Eye Tracking Trajectories. In: IEEE Second Workshop on Eye Tracking and Visualization, Bd. 2 : IEEE, 2016, DOI: 10.1109/ETVIS.2016.7851162
• Steptoe, Michael ; Krüger, Robert ; Zhang, Yifan ; Liang, Xing ; Garcia, Rolando ; Kadambi, Sagarika ; Luo, Wei ; Ertl, Thomas ; Maciejewski, Ross: VAST Challenge 2015: Grand Challenge – Team VADER/VIS Award for Outstanding Comprehensive Submission. In: IEEE Conference on Visual Analytics Science and Technology (VAST), VAST Challenge, 2015 (Award), DOI: 10.1109/VAST.2015.7347639
• Krüger, Robert ; Herr, Dominik ; Haag, Florian ; Ertl, Thomas: Inspector-Gadget: Integrating Data Preprocessing and Orchestration in the Visual Analysis Loop. In: International Workshop on Visual Analytics EuroVA, International Workshop on Visual Analytics EuroVA, 2015, DOI: 10.2312/eurova.20151096
• Stoll, Michael ; Krüger, Robert ; Ertl, Thomas ; Bruhn, Andrés: Racecar Tracking and its Visualization Using Sparse Data. In: 1st IEEE VIS Workshop on Sports Data Visualization, Bd. 2013
• Jäckle, Dominik ; Bosch, Harald ; Thom, Dennis ; Krüger, Robert ; Keim, Daniel A. ; Ertl, Thomas: Visual Analysis of Social Media Data in Emergency Situations by Aggregating Annotated User Movements. In: ISCRAM: 10th International Conference on Information Systems for Crisis Response and Management, Bd. 2013. — Reviewed Poster
• Krüger, Robert ; Bosch, Harald ; Thom, Dennis ; Püttmann, Edwin ; Han, Qi ; Koch, Steffen ; Heimerl, Florian ; Ertl, Thomas: Prolix – Visual Prediction Analysis for Box Office Success. In: IEEE Conference on Visual Analytics Science and Technology (VAST), 2013 (Honorable Mention) link
• Krüger, Robert ; Bosch, Harald ; Koch, Steffen ; Müller, Christoph ; Reina, Guido ; Thom, Dennis ; Ertl, Thomas: HIVEBEAT – A Highly Interactive Visualization Environment for Broad-Scale Exploratory Analysis and Tracing. In: IEEE Conference on Visual Analytics Science and Technology (VAST), Bd. 2012 (Honorable Mention), DOI: 10.1109/VAST.2012.6400518
• Krüger, Robert ; Lohmann, Steffen ; Thom, Dennis ; Bosch, Harald ; Ertl, Thomas: Using Social Media Content in the Visual Analysis of Movement Data. In: 2nd Workshop on Interactive Visual Text Analytics, 2nd Workshop on Interactive Visual Text Analytics, 2012 link

Dissertation

• Krüger, Robert: Visual Analytics of Human Mobility Behavior, 2017, link, DOI: 10.18419/opus-9716