Publications

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

Journal Publications

• Prabhakaran, Sandhya; Yapp, Clarence; Baker, Gregory J; Beyer, Johanna; Hwan Chang, Young; Creason, Allison L; Krueger, Robert; Muhlich, Jeremy; Patterson, Nathan Heath; Sidak, Kevin; Sudar, Damir ; Taylor, Adam J; Ternes, Luke; Troidl, Jakob ; Xie, Yubin ; Sokolov, Artem ; Tyson, Darren R. Addressing Persistent Challenges in Digital Image Analysis of Cancerous Tissues. Cold Spring Harbor Laboratory Preprints / National Laboratory of Medicine / bioarxiv, 2024. DOI: 10.1101%2F2023.07.21.548450
• Herzberger, Lukas; Hadwiger, Markus; Krüger, Robert ; Sorger, Peter; Pfister, Hanspeter; Gröller, Eduard; Beyer. Johanna. Residency Octree: A Hybrid Approach for Scalable Web-Based Multi-Volume Rendering. IEEE Transaction on Visualization and Computer Graphics, 2023. DOI: 10.1109/TVCG.2023.3327193
• Warchol, Simon#; Krueger, Robert#; Nirmal, Ajit Johnson; Gaglia, Giorgio; Jessup, Jared; Ritch, Cecily C; Hoffer, John; Muhlich, Jeremy; Burger, Megan; Jacks, Tyler L; Santagata, Sandro; Sorger, Peter K; Pfister, H. Visinity: Visual Spatial Neighborhood Analysis for Multiplexed Tissue Imaging Data. IEEE Transaction and Computer Graphics, 2022. DOI: 10.1101/2022.05.09.490039 --# shared first-author
• Gaglia, Giorgio; Burger, Megan; Ritch, Cecily C. ; Rammos, Danae; Yang, Dai; Crossland, Grace E.; Tavana, Sara Z, Warchol, Simon; Jaeger, Alex M., Naranjo, Santiago; Coy, Shannon; Nirmal, Ajit J.; Krueger, Robert; Lin, Jia-Ren; Pfister, Hanspeter; Sorger, Peter K; Jacks, Tyler; Santagata, Sandro 2022.Lymphocyte networks are dynamic cellular communities in the immunoregulatory landscape of lung adenocarcinoma., bioRxiv (2022) / under review in CELL DOI: 10.1101/2022.08.11.503237/ under review in Cell Community Press (Cancer Cell, Immunity).
• Schapiro, Dennis; Yapp, Clarence; Sokolov, Artem, Reynolds, S.M., Chen, Yu-An, Sudar, Damir, et al., 2022. MITI Minimum Information Guidelines for Highly Multiplexed Tissue Images. Nature Methods, 2022. 19(3), pp.262-267. DOI: 10.1038/s41592-022-01415-4
• 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., DOI: 10.1145/3491102.3517673
• Rashid, Rumana; Chen, Yu-An; Hoffer, John; Muhlich, Jeremy; Lin, Jia-Ren; Krueger, Robert; Pfister, Hanspeter ; Mitchell, Richard ; Santagata, Sandro ; Sorger, Peter K. "Narrative online guides for the interpretation of digital-pathology images and tissue-atlas data.".ature Biomedical Engineering 6, no. 5 (2022): 515-526., DOI: 10.1038/s41551-021-00789-8
• 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