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Christoph Müller

Dipl.-Inf.

Doctoral Researcher
Visualization Research Center (VISUS)
Weiskopf Group/Sedlmair Group

Contact

+49 711 685 88626
+49 711 685 88610
Email
Business card (VCF)

Allmandring 19
70569 Stuttgart
Deutschland
Room: 00.111

Publications

Publications:

2024
1. Becker, Franziska ; Müller, Christoph ; Karpuk, David ; Ertl, Thomas: AlertSets: Supporting Exploratory Analysis of Cybersecurity Alerts through Sets. In: 1st Japan Visualization Symposium (JapanVis 2024), 1st Japan Visualization Symposium (JapanVis 2024), 2024
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  @conference{becker2024alertsets, abstract = {Security providers typically deal with large numbers of alerts based on heterogeneous data from many endpoint sensors. While the number of alerts is generally much smaller than the volume of raw data, most alerts are false positives that do not reflect genuinely malicious activity. All types of experts work on such alerts, be it to determine whether they are indeed false positives, to build machine learning models to support their analysis or to keep an eye on the current threat landscape. We conducted a design study to support a diverse group of experts whose working environments are connected to the same alert data. Based on an ongoing industry project that clusters vectorized alerts, we designed and evaluated a visual analytics system enabling exploration via powerful, easy-to-understand filtering mechanisms framed through set operations. In this article, we describe our system, give a detailed breakdown of the design process and the lessons we learned. Lastly, we discuss the results from expert interviews, which showed the set-based framing to align with experts’ intuitive approach to data analysis and helped users uncover improvement opportunities for the clustering pipeline.}, author = {Becker, Franziska and Müller, Christoph and Karpuk, David and Ertl, Thomas}, booktitle = {1st Japan Visualization Symposium (JapanVis 2024)}, language = {en}, title = {AlertSets: Supporting Exploratory Analysis of Cybersecurity Alerts through Sets}, year = 2024 }
2022
1. Becher, Michael ; Herr, Dominik ; Müller, Christoph ; Kurzhals, Kuno ; Reina, Guido ; Wagner, Lena ; Ertl, Thomas ; Weiskopf, Daniel: Situated Visual Analysis and Live Monitoring for Manufacturing. In: IEEE Computer Graphics and Applications, IEEE Computer Graphics and Applications. (2022), S. 1–1
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  @article{9732172, abstract = {Modern machines continuously log status reports over long periods of time, which are valuable data to optimize working routines. Data visualization is a commonly used tool to gain insights into these data, mostly in retrospective, e.g. to determine causal dependencies between faults of different machines. We present an approach to bring such visual analyses to the shop floor to support reacting to faults in real time. This approach combines combines spatio-temporal analyses of time series using a handheld touch device with augmented reality for live monitoring. Important information augments machines directly in their real-world context and detailed logs of current and historical events are displayed on the handheld device. In collaboration with an industry partner, we designed and tested our approach on a live production line to obtain feedback from operators. We compare our approach for monitoring and analysis with existing solutions that are currently deployed.}, author = {Becher, Michael and Herr, Dominik and Müller, Christoph and Kurzhals, Kuno and Reina, Guido and Wagner, Lena and Ertl, Thomas and Weiskopf, Daniel}, doi = {10.1109/MCG.2022.3157961}, issn = {1558-1756}, journal = {IEEE Computer Graphics and Applications}, pages = {1-1}, title = {Situated Visual Analysis and Live Monitoring for Manufacturing}, year = 2022 }
2. Garkov, Dimitar ; Müller, Christoph ; Braun, Matthias ; Weiskopf, Daniel ; Schreiber, Falk: Research Data Curation in Visualization : Position Paper. In: 2022 IEEE Evaluation and Beyond - Methodological Approaches for Visualization (BELIV), 2022 IEEE Evaluation and Beyond - Methodological Approaches for Visualization (BELIV) : IEEE, 2022. — Related to: Garkov, D., Müller, C., Braun, M., Weiskopf, D., & Schreiber, F. (2022). Research Data Curation in Visualization : Position Paper (Data), DOI: 10.18419/darus-3144, S. 56–65
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  @inproceedings{Garkov2022Resea, abstract = {Research data curation is the act of carefully preparing research data and artifacts for sharing and long-term preservation. Research data management is centrally implemented and formally defined in a data management plan to enable data curation. In tandem, data curation and management facilitate research repeatability. In contrast to other research fields, data curation and management in visualization are not yet part of the researcher’s compendium. In this position paper, we discuss the unique challenges visualization faces and propose how data curation can be practically realized. We share eight lessons learned in managing data in two large research consortia, outline the larger curation workflow, and define the typical roles. We complement our lessons with minimum criteria for selecting a suitable data repository and five challenging scenarios that occur in practice. We conclude with a vision of how the visualization research community can pave the way for new curation standards.}, author = {Garkov, Dimitar and Müller, Christoph and Braun, Matthias and Weiskopf, Daniel and Schreiber, Falk}, booktitle = {2022 IEEE Evaluation and Beyond - Methodological Approaches for Visualization (BELIV)}, doi = {10.1109/BELIV57783.2022.00011}, eventdate = {17 October 2022}, note = {Related to: Garkov, D., Müller, C., Braun, M., Weiskopf, D., & Schreiber, F. (2022). Research Data Curation in Visualization : Position Paper (Data), DOI: 10.18419/darus-3144}, pages = {56-65}, publisher = {IEEE}, title = {Research Data Curation in Visualization : Position Paper}, year = 2022 }
3. Müller, Christoph ; Heinemann, Moritz ; Weiskopf, Daniel ; Ertl, Thomas: Power Overwhelming: Quantifying the Energy Cost of Visualisation. In: Proceedings of the 2022 IEEE Workshop on Evaluation and Beyond - Methodological Approaches for Visualization, Proceedings of the 2022 IEEE Workshop on Evaluation and Beyond - Methodological Approaches for Visualization, 2022, S. 38–46
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  @conference{mueller2022power, author = {Müller, Christoph and Heinemann, Moritz and Weiskopf, Daniel and Ertl, Thomas}, booktitle = {Proceedings of the 2022 IEEE Workshop on Evaluation and Beyond - Methodological Approaches for Visualization}, doi = {10.1109/BELIV57783.2022.00009}, pages = {38-46}, title = {Power Overwhelming: Quantifying the Energy Cost of Visualisation}, year = 2022 }
4. Tremel, Tina ; Kögel, Jochen ; Jauernig, Florian ; Meier, Sebastian ; Thom, Dennis ; Becker, Franziska ; Müller, Christoph ; Koch, Steffen: VITALflow : Visual Interactive Traffic Analysis with NetFlow. In: NOMS 2022 : 2022 IEEE/IFIP Network Operations and Management Symposium, NOMS 2022 : 2022 IEEE/IFIP Network Operations and Management Symposium : IEEE, 2022 — ISBN 978-1-6654-0601-7
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  @inproceedings{tremel2022vitalflow, address = {Piscataway}, affiliation = {Tremel, T (Corresponding Author), IsarNet Software Solut GmbH, Munich, Germany. Tremel, Tina; Koegel, Jochen; Jauernig, Florian; Meier, Sebastian, IsarNet Software Solut GmbH, Munich, Germany. Thom, Dennis; Becker, Franziska; Mueller, Christoph; Koch, Steffen, Univ Stuttgart, Stuttgart, Germany.}, author = {Tremel, Tina and Kögel, Jochen and Jauernig, Florian and Meier, Sebastian and Thom, Dennis and Becker, Franziska and Müller, Christoph and Koch, Steffen}, booktitle = {NOMS 2022 : 2022 IEEE/IFIP Network Operations and Management Symposium}, doi = {10.1109/NOMS54207.2022.9789776}, eventdate = {2022-04-25/2022-04-29}, eventtitle = {NOMS 2022 : 2022 IEEE/IFIP Network Operations and Management Symposium}, isbn = {978-1-6654-0601-7}, language = {eng}, publisher = {IEEE}, title = {VITALflow : Visual Interactive Traffic Analysis with NetFlow}, unique-id = {WOS:000851572700032}, venue = {Budapest, Hungary}, year = 2022 }
2021
1. Rapp, Robert-Carl ; Müller, Christoph ; Becker, Franziska ; Palumbo, Paolo ; Ertl, Thomas: Interactive Process Tree Analysis: Exploring the Behaviour of Processes with Visual Analytics for Security Operators. In: IEEE Symposium on Visualization for Cyber Security (VizSec), IEEE Symposium on Visualization for Cyber Security (VizSec) : IEEE, 2021
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  @conference{rapp2021interactive, abstract = {Despite constant efforts to improve automation for IT security incidents, analysts are often confronted with numerous alerts and have to make sure that they do not miss the most critical of them. The analysts need to quickly decide based on a plethora of yet incomplete information. This information often includes a tree of parent and child processes in real-world scenarios. We present an augmented visualisation of such a process tree, which not only shows the static hierarchy as previous ones do, but also conveys the temporal relation between processes, thus allowing for investigating the hierarchy and time perspective of the process tree at the same time. Furthermore, it makes additional process-related events collected by endpoint sensors accessible for a more complete view on process behaviour.}, author = {Rapp, Robert-Carl and Müller, Christoph and Becker, Franziska and Palumbo, Paolo and Ertl, Thomas}, booktitle = {IEEE Symposium on Visualization for Cyber Security (VizSec)}, language = {en}, publisher = {IEEE}, title = {Interactive Process Tree Analysis: Exploring the Behaviour of Processes with Visual Analytics for Security Operators}, year = 2021 }
2020
1. Becker, Franziska ; Drichel, Arthur ; Müller, Christoph ; Ertl, Thomas: Interpretable Visualizations of Deep Neural Networks for Domain Generation Algorithm Detection. In: 2020 IEEE Symposium on Visualization for Cyber Security (VizSec), 2020 IEEE Symposium on Visualization for Cyber Security (VizSec) : IEEE, 2020, S. 25–29
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  @inproceedings{9347410, abstract = {Due to their success in many application areas, deep learning models have found wide adoption for many problems. However, their black-box nature makes it hard to trust their decisions and to evaluate their line of reasoning. In the field of cybersecurity, this lack of trust and understanding poses a significant challenge for the utilization of deep learning models. Thus, we present a visual analytics system that provides designers of deep learning models for the classification of domain generation algorithms with understandable interpretations of their model. We cluster the activations of the model's nodes and leverage decision trees to explain these clusters. In combination with a 2D projection, the user can explore how the model views the data at different layers. In a preliminary evaluation of our system, we show how it can be employed to better understand misclassifications, identify potential biases and reason about the role different layers in a model may play.}, author = {Becker, Franziska and Drichel, Arthur and Müller, Christoph and Ertl, Thomas}, booktitle = {2020 IEEE Symposium on Visualization for Cyber Security (VizSec)}, doi = {10.1109/VizSec51108.2020.00010}, issn = {2639-4332}, language = {en}, month = {10}, pages = {25-29}, publisher = {IEEE}, title = {Interpretable Visualizations of Deep Neural Networks for Domain Generation Algorithm Detection}, url = {https://ieeexplore.ieee.org/document/9347410}, year = 2020 }
  Link
  https://ieeexplore.ieee.org/document/9347410
2. Frieß, Florian ; Müller, Christoph ; Ertl, Thomas: Real-Time High-Resolution Visualisation. In: Krüger, J. ; Niessner, M. ; Stückler, J. (Hrsg.) ; Krüger, J. ; Niessner, M. ; Stückler, J. (Hrsg.): Proceedings of the Eurographics Symposium on Vision, Modeling, and Visualization (VMV), Proceedings of the Eurographics Symposium on Vision, Modeling, and Visualization (VMV) : The Eurographics Association, 2020 — ISBN 978-3-03868-123-6, S. 127–135
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  @inproceedings{v.20201195, abstract = {While visualisation often strives for abstraction, the interactive exploration of large scientific data sets like densely sampled 3Dfields or massive particle data sets still benefits from rendering their graphical representation in large detail on high-resolutiondisplays such as Powerwalls or tiled display walls driven by multiple GPUs or even GPU clusters. Such visualisation systemsare typically rather unique in their setup of hardware and software which makes transferring a visualisation application fromone high-resolution system to another one a complicated task. As more and more such visualisation systems get installed,collaboration becomes desirable in the sense of sharing such a visualisation running on one site in real time with another high-resolution display on a remote site while at the same time communicating via video and audio. Since typical video conferencesolutions or web-based collaboration tools often cannot deal with resolutions exceeding 4K, with stereo displays or with multi-GPU setups, we designed and implemented a new system based on state-of-the-art hardware and software technologies totransmit high-resolution visualisations including video and audio streams via the internet to remote large displays and back.Our system architecture is built on efficient capturing, encoding and transmission of pixel streams and thus supports a multitudeof configurations combining audio and video streams in a generic approac}, author = {Frieß, Florian and Müller, Christoph and Ertl, Thomas}, booktitle = {Proceedings of the Eurographics Symposium on Vision, Modeling, and Visualization (VMV)}, doi = {10.2312/vmv.20201195}, editor = {Krüger, Jens and Niessner, Matthias and Stückler, Jörg}, isbn = {978-3-03868-123-6}, pages = {127-135}, publisher = {The Eurographics Association}, title = {Real-Time High-Resolution Visualisation}, url = {https://doi.org/10.2312/vmv.20201195 }, year = 2020 }
  Link
  https://doi.org/10.2312/vmv.20201195
2019
1. Gralka, Patrick ; Becher, Michael ; Braun, Matthias ; Frieß, Florian ; Müller, Christoph ; Rau, Tobias ; Schatz, Karsten ; Schulz, Christoph ; u. a.: MegaMol -- a comprehensive prototyping framework for visualizations. In: The European Physical Journal (Special Topics), The European Physical Journal (Special Topics). Bd. 227: Particle Methods in Natural Science and Engineering (2019), Nr. 14, S. 1817--1829
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  @article{Gralka2019Megamol, abstract = {We present MegaMol, a low-overhead prototyping framework for interactive visualization of large scientific data sets. We give a brief summary of related work for context and then focus on a comprehensive overview of the core architecture of the framework. This is followed by the existing and novel features and techniques in MegaMol that define its current functionality. MegaMol has originally been developed to support the visualization and analysis of particle-based data sets that, for instance, come from molecular dynamics simulations. Meanwhile, the software has evolved beyond that. New algorithms and techniques have been implemented to handle many diverse tasks, including information visualization. Additionally, improvements have been made on the software engineering side to make MegaMol more accessible for domain scientists, like an easy-to-handle scripting interface.}, author = {Gralka, Patrick and Becher, Michael and Braun, Matthias and Frieß, Florian and Müller, Christoph and Rau, Tobias and Schatz, Karsten and Schulz, Christoph and Krone, Michael and Reina, Guido and Ertl, Thomas}, doi = {10.1140/epjst/e2019-800167-5}, issn = {1951-6401}, journal = {The European Physical Journal (Special Topics)}, number = 14, pages = {1817--1829}, title = {MegaMol -- a comprehensive prototyping framework for visualizations}, url = {https://doi.org/10.1140/epjst/e2019-800167-5}, volume = {227: Particle Methods in Natural Science and Engineering}, year = 2019 }
  Link
  https://doi.org/10.1140/epjst/e2019-800167-5
2. Müller, Christoph ; Braun, Matthias ; Ertl, Thomas: Optimised Molecular Graphics on the HoloLens. In: IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2019, Osaka, Japan, March 23-27, 2019, IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2019, Osaka, Japan, March 23-27, 2019 : IEEE, 2019, S. 97--102
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  @inproceedings{DBLP:conf/vr/MuilerBE19, abstract = {The advent of modern and affordable augmented reality head sets like Microsoft HoloLens has sparked new interest in using virtual and augmented reality technology in the analysis of molecular data. For all visualisation in immersive, mixed-reality scenarios, a sufficiently high rendering speed is an important factor, which leads to the issue of limited processing power available on fully untethered devices facing the situation of handling computationally expensive visualisations. Recent research shows that the space-filling model of even small data sets from the Protein Data Bank (PDB) cannot be rendered at desirable frame rates on the HoloLens. In this work, we report on how to improve the rendering speed of atom-based visualisation of proteins and how the rendering of more abstract representations of the molecules compares against it. We complement our findings with in-depth GPU and CPU performance numbers.}, author = {Müller, Christoph and Braun, Matthias and Ertl, Thomas}, bibsource = {dblp computer science bibliography, https://dblp.org}, booktitle = {IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2019, Osaka, Japan, March 23-27, 2019}, doi = {10.1109/VR.2019.8798111}, pages = {97--102}, publisher = {IEEE}, title = {Optimised Molecular Graphics on the HoloLens}, url = {https://doi.org/10.1109/VR.2019.8798111}, year = 2019 }
  Link
  https://doi.org/10.1109/VR.2019.8798111
3. Schatz, Karsten ; Müller, Christoph ; Gralka, Patrick ; Heinemann, Moritz ; Straub, Alexander ; Schulz, Christoph ; Braun, Matthias ; Rau, Tobias ; u. a.: Visual Analysis of Structure Formation in Cosmic Evolution. In: 2019 IEEE Scientific Visualization Conference (SciVis), 2019 IEEE Scientific Visualization Conference (SciVis), 2019, S. 33–41
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  @inproceedings{schatz2019visual, abstract = {The IEEE SciVis 2019 Contest targets the visual analysis of structure formation in the cosmic evolution of the universe from when the universe was five million years old up to now. In our submission, we analyze high-dimensional data to get an overview, then investigate the impact of Active Galactic Nuclei (AGNs) using various visualization techniques, for instance, an adapted filament filtering method for detailed analysis and particle flow in the vicinity of filaments. Based on feedback from domain scientists on these initial visualizations, we also analyzed X-ray emissions and star formation areas. The conversion of star-forming gas to stars and the resulting increasing molecular weight of the particles could be observed.}, author = {Schatz, Karsten and Müller, Christoph and Gralka, Patrick and Heinemann, Moritz and Straub, Alexander and Schulz, Christoph and Braun, Matthias and Rau, Tobias and Becher, Michael and Diehl, Patrick and Marcello, Dominic and Frank, Juhan and Müller, Thomas and Frey, Steffen and Reina, Guido and Weiskopf, Daniel and Ertl, Thomas}, booktitle = {2019 IEEE Scientific Visualization Conference (SciVis)}, doi = {10.1109/scivis47405.2019.8968855}, pages = {33-41}, title = {Visual Analysis of Structure Formation in Cosmic Evolution}, url = {http://dx.doi.org/10.1109/scivis47405.2019.8968855}, year = 2019 }
  Link
  http://dx.doi.org/10.1109/scivis47405.2019.8968855
2018
1. Müller, Christoph ; Krone, Michael ; Huber, Markus ; Biener, Verena ; Herr, Dominik ; Koch, Steffen ; Reina, Guido ; Weiskopf, Daniel ; u. a.: Interactive Molecular Graphics for Augmented Reality Using HoloLens. In: Schreiber, F. ; Hofestädt, R. (Hrsg.) Journal of Integrative Bioinformatics, Journal of Integrative Bioinformatics. Bd. 15 (2018), Nr. 2
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  @article{mueller2018interactive, author = {Müller, Christoph and Krone, Michael and Huber, Markus and Biener, Verena and Herr, Dominik and Koch, Steffen and Reina, Guido and Weiskopf, Daniel and Ertl, Thomas}, doi = {10.1515/jib-2018-0005}, editor = {Schreiber, Falk and Hofestädt, Ralf}, journal = {Journal of Integrative Bioinformatics}, number = 2, title = {Interactive Molecular Graphics for Augmented Reality Using HoloLens}, volume = 15, year = 2018 }
2017
1. Krone, Michael ; Schatz, Karsten ; Hieronymus, Nora ; Müller, Christoph ; Becher, Michael ; Barthelmes, Tina ; Cooper, April ; Currle, Steffen ; u. a.: From Visualization Research to Public Presentation - Design and Realization of a Scientific Exhibition. In: Proceedings of SIGRAD 2017, Proceedings of SIGRAD 2017, 2017
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  @inproceedings{krone2017sigrad, author = {Krone, Michael and Schatz, Karsten and Hieronymus, Nora and Müller, Christoph and Becher, Michael and Barthelmes, Tina and Cooper, April and Currle, Steffen and Gralka, Patrick and Hlawatsch, Marcel and Pietrzyk, Lisa and Rau, Tobias and Reina, Guido and Trefft, Rene and Ertl, Thomas}, booktitle = {Proceedings of SIGRAD 2017}, title = {From Visualization Research to Public Presentation - Design and Realization of a Scientific Exhibition}, year = 2017 }
2. Schatz, Karsten ; Krone, Michael ; Müller, Christoph ; Schneider, Jens ; Reina, Guido ; Ertl, Thomas: Visualization of Halo Topologies in Dark Matter Simulations. In: Proceedings of TopoInVis, Proceedings of TopoInVis, 2017. — Rezensiertes Abstract
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  @inproceedings{schatz17topoinvis, author = {Schatz, Karsten and Krone, Michael and Müller, Christoph and Schneider, Jens and Reina, Guido and Ertl, Thomas}, booktitle = {Proceedings of TopoInVis}, note = {Rezensiertes Abstract}, title = {Visualization of Halo Topologies in Dark Matter Simulations}, year = 2017 }
3. Tkachev, Gleb ; Frey, Steffen ; Müller, Christoph ; Bruder, Valentin ; Ertl, Thomas: Prediction of Distributed Volume Visualization Performance to Support Render Hardware Acquisition. In: Association, T. E. (Hrsg.) Eurographics Symposium on Parallel Graphics and Visualization, Eurographics Symposium on Parallel Graphics and Visualization. (2017)
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  @article{751ea123da3344d4ac49c70960bdc21b, author = {Tkachev, Gleb and Frey, Steffen and Müller, Christoph and Bruder, Valentin and Ertl, Thomas}, editor = {Association, The Eurographics}, journal = {Eurographics Symposium on Parallel Graphics and Visualization}, privnote = {uid:2393}, title = {Prediction of Distributed Volume Visualization Performance to Support Render Hardware Acquisition}, url = {http://dx.doi.org/10.2312/pgv.20171089}, year = 2017 }
  Link
  http://dx.doi.org/10.2312/pgv.20171089
2016
1. Grottel, Sebastian ; Reina, Guido ; Krone, Michael ; Müller, Christoph ; Ertl, Thomas: MegaMol - for Fun and Profit. In: Workshop on Visualization in Practice, Workshop on Visualization in Practice, 2016
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  @inproceedings{grottel2016fun, author = {Grottel, Sebastian and Reina, Guido and Krone, Michael and Müller, Christoph and Ertl, Thomas}, booktitle = {Workshop on Visualization in Practice}, title = {MegaMol - for Fun and Profit}, year = 2016 }
2. Müller, Christoph ; Krone, Michael ; Scharnowski, Katrin ; Reina, Guido ; Ertl, Thomas: An Evaluation of the Utility of Large High-Resolution Displays for Comparative Scientific Visualisation. In: International Journal of Software and Informatics (IJSI), International Journal of Software and Informatics (IJSI). Bd. 9 (2016), Nr. 3, S. 355–370
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  @article{ijsi2016powerwall, author = {Müller, Christoph and Krone, Michael and Scharnowski, Katrin and Reina, Guido and Ertl, Thomas}, journal = {International Journal of Software and Informatics (IJSI)}, number = 3, pages = {355-370}, title = {An Evaluation of the Utility of Large High-Resolution Displays for Comparative Scientific Visualisation}, volume = 9, year = 2016 }
3. Schatz, Karsten ; Müller, Christoph ; Krone, Michael ; Schneider, Jens ; Reina, Guido ; Ertl, Thomas: Interactive Visual Exploration of a Trillion Particles. In: IEEE (Hrsg.) ; IEEE (Hrsg.): Symposium on Large Data Analysis and Visualization (LDAV), Symposium on Large Data Analysis and Visualization (LDAV), 2016
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  @inproceedings{SchatzLDAV2016, author = {Schatz, Karsten and Müller, Christoph and Krone, Michael and Schneider, Jens and Reina, Guido and Ertl, Thomas}, booktitle = {Symposium on Large Data Analysis and Visualization (LDAV)}, editor = {IEEE}, title = {Interactive Visual Exploration of a Trillion Particles}, url = {http://dx.doi.org/10.1109/LDAV.2016.7874310}, year = 2016 }
  Link
  http://dx.doi.org/10.1109/LDAV.2016.7874310
2015
1. Grottel, Sebastian ; Krone, Michael ; Müller, Christoph ; Reina, Guido ; Ertl, Thomas: MegaMol – A Prototyping Framework for Particle-based Visualization. In: IEEE Transactions on Visualization and Computer Graphics, IEEE Transactions on Visualization and Computer Graphics. Bd. 21, IEEE (2015), Nr. 2
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  @article{1d37852d697341fb924082fe86a30469, author = {Grottel, Sebastian and Krone, Michael and Müller, Christoph and Reina, Guido and Ertl, Thomas}, journal = {IEEE Transactions on Visualization and Computer Graphics}, number = 2, publisher = {IEEE}, title = {MegaMol – A Prototyping Framework for Particle-based Visualization}, url = {http://dx.doi.org/10.1109/TVCG.2014.2350479}, volume = 21, year = 2015 }
  Link
  http://dx.doi.org/10.1109/TVCG.2014.2350479
2. Krone, Michael ; Müller, Christoph ; Ertl, Thomas ; Kauker, Daniel ; Silva, Augusto Cravo ; Salsa, Diana ; Gräber, Manuel ; Kallert, Manuela: Remote Rendering and User Interaction on Mobile Devices for Scientific Visualization. In: International Symposium on Visual Information Communication and Interaction (VINCI), International Symposium on Visual Information Communication and Interaction (VINCI). Bd. 8 : ACM, 2015
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  @inproceedings{krone2015remotevis, author = {Krone, Michael and Müller, Christoph and Ertl, Thomas and Kauker, Daniel and Silva, Augusto Cravo and Salsa, Diana and Gräber, Manuel and Kallert, Manuela}, booktitle = {International Symposium on Visual Information Communication and Interaction (VINCI)}, publisher = {ACM}, title = {Remote Rendering and User Interaction on Mobile Devices for Scientific Visualization}, url = {http://dx.doi.org/10.1145/2801040.2801057}, volume = 8, year = 2015 }
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  http://dx.doi.org/10.1145/2801040.2801057
3. Müller, Christoph ; Reina, Guido ; Ertl, Thomas: In-Situ Visualisation of Fractional Code Ownership over Time. In: International Symposium on Visual Information Communication and Interaction (VINCI), International Symposium on Visual Information Communication and Interaction (VINCI). Bd. 8 : ACM, 2015
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  @inproceedings{13546c0a55d04dba9b0f2999a6d91618, author = {Müller, Christoph and Reina, Guido and Ertl, Thomas}, booktitle = {International Symposium on Visual Information Communication and Interaction (VINCI)}, privnote = {uid:2110}, publisher = {ACM}, title = {In-Situ Visualisation of Fractional Code Ownership over Time}, url = {http://dx.doi.org/10.1145/2801040.2801055}, volume = 8, year = 2015 }
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  http://dx.doi.org/10.1145/2801040.2801055
4. Müller, Christoph ; Krone, Michael ; Scharnowski, Katrin ; Reina, Guido ; Ertl, Thomas: On the Utility of Large High-Resolution Displays for Comparative Scientific Visualisation. In: International Symposium on Visual Information Communication and Interaction (VINCI), International Symposium on Visual Information Communication and Interaction (VINCI). Bd. 15 : ACM, 2015, S. 131–136
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  @inproceedings{mueller2015vincipowerwall, author = {Müller, Christoph and Krone, Michael and Scharnowski, Katrin and Reina, Guido and Ertl, Thomas}, booktitle = {International Symposium on Visual Information Communication and Interaction (VINCI)}, pages = {131-136}, publisher = {ACM}, title = {On the Utility of Large High-Resolution Displays for Comparative Scientific Visualisation}, url = {http://dx.doi.org/10.1145/2801040.2801045}, volume = 15, year = 2015 }
  Link
  http://dx.doi.org/10.1145/2801040.2801045
5. Rau, Benjamin ; Frieß, Florian ; Krone, Michael ; Müller, Christoph ; Ertl, Thomas: Enhancing Visualization of Molecular Simulations using Sonification. In: International Workshop on Virtual and Augmented Reality for Molecular Science (VARMS@IEEEVR), International Workshop on Virtual and Augmented Reality for Molecular Science (VARMS@IEEEVR). Bd. 1 : IEEE, 2015
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  @inproceedings{2f8e04b71b4e4e14bb58529308dc368e, author = {Rau, Benjamin and Frieß, Florian and Krone, Michael and Müller, Christoph and Ertl, Thomas}, booktitle = {International Workshop on Virtual and Augmented Reality for Molecular Science (VARMS@IEEEVR)}, publisher = {IEEE}, title = {Enhancing Visualization of Molecular Simulations using Sonification}, url = {http://dx.doi.org/10.1109/VARMS.2015.7151725}, volume = 1, year = 2015 }
  Link
  http://dx.doi.org/10.1109/VARMS.2015.7151725
2013
1. Müller, Christoph ; Reina, Guido ; Ertl, Thomas: The VVand: A Two-Tier System Design for High-Resolution Stereo Rendering. In: CHI POWERWALL 2013 Workshop, CHI POWERWALL 2013 Workshop, 2013
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  @inproceedings{5bf9cfb001fc49059191ac37d72c3f90, author = {Müller, Christoph and Reina, Guido and Ertl, Thomas}, booktitle = {CHI POWERWALL 2013 Workshop}, privnote = {uid:1691}, title = {The VVand: A Two-Tier System Design for High-Resolution Stereo Rendering}, year = 2013 }
2012
1. Ament, Marco ; Frey, Steffen ; Müller, Christoph ; Grottel, Sebastian ; Ertl, Thomas ; Weiskopf, Daniel: GPU-Accelerated Visualization. In: Bethel, E. W. ; Childs, H. ; Hansen, C. (Hrsg.) ; Bethel, E. W. ; Childs, H. ; Hansen, C. (Hrsg.): High Performance Visualization: Enabling Extreme-Scale Scientific Insight, High Performance Visualization: Enabling Extreme-Scale Scientific Insight : Chapman and Hall/CRC, 2012
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  - Link
  BibTeX
  @inbook{eecafe0f19c1483a965c5da0656bf295, author = {Ament, Marco and Frey, Steffen and Müller, Christoph and Grottel, Sebastian and Ertl, Thomas and Weiskopf, Daniel}, booktitle = {High Performance Visualization: Enabling Extreme-Scale Scientific Insight}, editor = {Bethel, E. W. and Childs, H. and Hansen, C.}, privnote = {uid:1471}, publisher = {Chapman and Hall/CRC}, title = {GPU-Accelerated Visualization}, url = {http://dx.doi.org/10.1201/b12985-15}, year = 2012 }
  Link
  http://dx.doi.org/10.1201/b12985-15
2. Burch, Michael ; Müller, Christoph ; Reina, Guido ; Schmauder, Hansjörg ; Greis, Miriam ; Weiskopf, Daniel: Visualizing Dynamic Call Graphs. In: Vision, Modeling & Visualization, Vision, Modeling & Visualization : The Eurographics Association, 2012
  - BibTeX
  - Link
  BibTeX
  @inproceedings{7fc49163a13046eb9c78d7fda2e45a6b, author = {Burch, Michael and Müller, Christoph and Reina, Guido and Schmauder, Hansjörg and Greis, Miriam and Weiskopf, Daniel}, booktitle = {Vision, Modeling & Visualization}, privnote = {uid:1815}, publisher = {The Eurographics Association}, title = {Visualizing Dynamic Call Graphs}, url = {http://dx.doi.org/10.2312/PE/VMV/VMV12/207-214}, year = 2012 }
  Link
  http://dx.doi.org/10.2312/PE/VMV/VMV12/207-214
3. 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), IEEE Conference on Visual Analytics Science and Technology (VAST). Bd. 2012, 2012
  - BibTeX
  - Link
  BibTeX
  @inproceedings{krueg2012, author = {Krüger, Robert and Bosch, Harald and Koch, Steffen and Müller, Christoph and Reina, Guido and Thom, Dennis and Ertl, Thomas}, booktitle = {IEEE Conference on Visual Analytics Science and Technology (VAST)}, privnote = {uid:1565}, title = {HIVEBEAT - A Highly Interactive Visualization Environment for Broad-Scale Exploratory Analysis and Tracing}, url = {http://dx.doi.org/10.1109/VAST.2012.6400518}, volume = 2012, year = 2012 }
  Link
  http://dx.doi.org/10.1109/VAST.2012.6400518
4. Müller, Christoph ; Reina, Guido ; Burch, Michael ; Weiskopf, Daniel: Large-Scale Visualization Projects for Teaching Software Engineering. In: Society, I. C. (Hrsg.) Computer Graphics and Applications, Computer Graphics and Applications. Bd. 32 (2012), Nr. 4
  - BibTeX
  - Link
  BibTeX
  @article{360b9baece6b42949e3c83183cc0a360, author = {Müller, Christoph and Reina, Guido and Burch, Michael and Weiskopf, Daniel}, editor = {Society, IEEE Computer}, journal = {Computer Graphics and Applications}, number = 4, privnote = {uid:1478}, title = {Large-Scale Visualization Projects for Teaching Software Engineering}, url = {http://dx.doi.org/10.1109/MCG.2012.81}, volume = 32, year = 2012 }
  Link
  http://dx.doi.org/10.1109/MCG.2012.81
2010
1. Müller, Christoph ; Reina, Guido ; Burch, Michael ; Weiskopf, Daniel: Subversion Statistics Sifter. In: Proceedings of International Symposium on Visual Computing (ISVC 2010), Proceedings of International Symposium on Visual Computing (ISVC 2010), 2010
  - BibTeX
  - Link
  BibTeX
  @inproceedings{svnstasi, author = {Müller, Christoph and Reina, Guido and Burch, Michael and Weiskopf, Daniel}, booktitle = {Proceedings of International Symposium on Visual Computing (ISVC 2010)}, privnote = {uid:1093}, title = {Subversion Statistics Sifter}, url = {http://dx.doi.org/10.1007/978-3-642-17277-9_46}, year = 2010 }
  Link
  http://dx.doi.org/10.1007/978-3-642-17277-9_46
2009
1. Bosch, Harald ; Heinrich, Julian ; Müller, Christoph ; Höferlin, Benjamin ; Reina, Guido ; Höferlin, Markus ; Wörner, Michael ; Koch, Steffen: Innovative Filtering Techniques and Customized Analytic Tools. In: Proc. IEEE Symp. on Visual Analytics Science and Technology, 2009. VAST’09, Proc. IEEE Symp. on Visual Analytics Science and Technology, 2009. VAST’09, 2009
  - BibTeX
  - Link
  BibTeX
  @inproceedings{77cdb94888ba4f5eaaf7c93bad663366, author = {Bosch, Harald and Heinrich, Julian and Müller, Christoph and Höferlin, Benjamin and Reina, Guido and Höferlin, Markus and Wörner, Michael and Koch, Steffen}, booktitle = {Proc. IEEE Symp. on Visual Analytics Science and Technology, 2009. VAST'09}, privnote = {uid:923}, title = {Innovative Filtering Techniques and Customized Analytic Tools}, url = {http://dx.doi.org/10.1109/VAST.2009.5334300}, year = 2009 }
  Link
  http://dx.doi.org/10.1109/VAST.2009.5334300
2. Frey, Steffen ; Müller, Christoph ; Strengert, Magnus ; Ertl, Thomas: Concurrent CT Reconstruction and Visual Analysis Using Hybrid Multi-resolution Raycasting in a Cluster Environment. In: ISVC ’09: Proceedings of the 5th International Symposium on Advances in Visual Computing, ISVC ’09: Proceedings of the 5th International Symposium on Advances in Visual Computing : Springer-Verlag, 2009
  - BibTeX
  - Link
  BibTeX
  @inproceedings{frey09isvc, author = {Frey, Steffen and Müller, Christoph and Strengert, Magnus and Ertl, Thomas}, booktitle = {ISVC '09: Proceedings of the 5th International Symposium on Advances in Visual Computing}, privnote = {uid:986}, publisher = {Springer-Verlag}, title = {Concurrent CT Reconstruction and Visual Analysis Using Hybrid Multi-resolution Raycasting in a Cluster Environment}, url = {http://dx.doi.org/10.1007/978-3-642-10331-5_34}, year = 2009 }
  Link
  http://dx.doi.org/10.1007/978-3-642-10331-5_34
3. Grottel, Sebastian ; Müller, Christoph ; Reina, Guido ; Ertl, Thomas: A Lean Process Model using In-House Source Code Libraries for Efficient Development of Visualization Applications. In: Workshop Refactoring Visualization from Experience ’09, Workshop Refactoring Visualization from Experience ’09, 2009
  - BibTeX
  BibTeX
  @inproceedings{ReVisE09Grottel, author = {Grottel, Sebastian and Müller, Christoph and Reina, Guido and Ertl, Thomas}, booktitle = {Workshop Refactoring Visualization from Experience '09}, privnote = {uid:958}, title = {A Lean Process Model using In-House Source Code Libraries for Efficient Development of Visualization Applications}, year = 2009 }
4. Müller, Christoph ; Frey, Steffen ; Strengert, Magnus ; Dachsbacher, Carsten ; Ertl, Thomas: A Compute Unified System Architecture for Graphics Clusters Incorporating Data-Locality. In: IEEE Transactions on Visualization an Computer Graphics, IEEE Transactions on Visualization an Computer Graphics. Bd. 15, IEEE Computer Society (2009), Nr. 4
  - BibTeX
  - Link
  BibTeX
  @article{muellertvcg2009, author = {Müller, Christoph and Frey, Steffen and Strengert, Magnus and Dachsbacher, Carsten and Ertl, Thomas}, journal = {IEEE Transactions on Visualization an Computer Graphics}, number = 4, privnote = {uid:797}, publisher = {IEEE Computer Society}, title = {A Compute Unified System Architecture for Graphics Clusters Incorporating Data-Locality}, url = {http://dx.doi.org/10.1109/TVCG.2008.188}, volume = 15, year = 2009 }
  Link
  http://dx.doi.org/10.1109/TVCG.2008.188
5. Scharf, Michael ; Eissele, Mike ; Müller, Christoph ; Ertl, Thomas: Speeding up the 3D Web: A Case for Fast Startup Congestion Control. In: In PFLDnet ’09: Proceedings of the 7th International Workshop on Protocols for Fast Long-Distance Networks, In PFLDnet ’09: Proceedings of the 7th International Workshop on Protocols for Fast Long-Distance Networks. (2009)
  - BibTeX
  BibTeX
  @article{5b6d4011b22f4dc3a3ef1bc4661bb8f3, author = {Scharf, Michael and Eissele, Mike and Müller, Christoph and Ertl, Thomas}, journal = {In PFLDnet '09: Proceedings of the 7th International Workshop on Protocols for Fast Long-Distance Networks}, privnote = {uid:795}, title = {Speeding up the 3D Web: A Case for Fast Startup Congestion Control}, year = 2009 }
2008
1. Strengert, Magnus ; Müller, Christoph ; Dachsbacher, Carsten ; Ertl, Thomas: CUDASA: Compute Unified Device and Systems Architecture. In: Weiskopf, D. ; Favre, J. M. ; Ma, K.-L. (Hrsg.) ; Weiskopf, D. ; Favre, J. M. ; Ma, K.-L. (Hrsg.): Eurographics 2008 Symposium on Parallel Graphics and Visualization (EGPGV’08), Eurographics 2008 Symposium on Parallel Graphics and Visualization (EGPGV’08) : Eurographics Association, 2008
  - BibTeX
  - Link
  BibTeX
  @inproceedings{e96a97c9391f439aa08a79a39b844209, author = {Strengert, Magnus and Müller, Christoph and Dachsbacher, Carsten and Ertl, Thomas}, booktitle = {Eurographics 2008 Symposium on Parallel Graphics and Visualization (EGPGV'08)}, editor = {Weiskopf, Daniel and Favre, Jean M. and Ma, Kwan-Liu}, privnote = {uid:330}, publisher = {Eurographics Association}, title = {CUDASA: Compute Unified Device and Systems Architecture}, url = {http://dx.doi.org/10.2312/EGPGV/EGPGV08/049-056}, year = 2008 }
  Link
  http://dx.doi.org/10.2312/EGPGV/EGPGV08/049-056
2007
1. Müller, Christoph ; Strengert, Magnus ; Ertl, Thomas: Adaptive Load Balancing for Raycasting of Non-Uniformly Bricked Volumes. In: Journal of Parallel Computing, Journal of Parallel Computing. Bd. 3, Elsevier (2007), Nr. 6
  - BibTeX
  - Link
  BibTeX
  @article{pc07mueller, author = {Müller, Christoph and Strengert, Magnus and Ertl, Thomas}, journal = {Journal of Parallel Computing}, number = 6, privnote = {uid:281}, publisher = {Elsevier}, title = {Adaptive Load Balancing for Raycasting of Non-Uniformly Bricked Volumes}, url = {http://dx.doi.org/10.1016/j.parco.2006.12.002}, volume = 3, year = 2007 }
  Link
  http://dx.doi.org/10.1016/j.parco.2006.12.002
2. Müller, Christoph ; Grottel, Sebastian ; Ertl, Thomas: Image-Space GPU Metaballs for Time-Dependent Particle Data Sets. In: VMV 2007, VMV 2007, 2007
  - BibTeX
  BibTeX
  @inproceedings{ff2427401a0d49b6972d0e006cb6c0ee, author = {Müller, Christoph and Grottel, Sebastian and Ertl, Thomas}, booktitle = {VMV 2007}, privnote = {uid:1200}, title = {Image-Space GPU Metaballs for Time-Dependent Particle Data Sets}, year = 2007 }
2006
1. Müller, Christoph ; Strengert, Magnus ; Ertl, Thomas: Optimized Volume Raycasting for Graphics-Hardware-based Cluster Systems. In: Eurographics Symposium on Parallel Graphics and Visualization (EGPGV’06), Eurographics Symposium on Parallel Graphics and Visualization (EGPGV’06), 2006
  - BibTeX
  - Link
  BibTeX
  @inproceedings{egpgv06mueller, author = {Müller, Christoph and Strengert, Magnus and Ertl, Thomas}, booktitle = {Eurographics Symposium on Parallel Graphics and Visualization (EGPGV'06)}, privnote = {uid:253}, title = {Optimized Volume Raycasting for Graphics-Hardware-based Cluster Systems}, url = {http://dx.doi.org/10.2312/EGPGV/EGPGV06/059-066}, year = 2006 }
  Link
  http://dx.doi.org/10.2312/EGPGV/EGPGV06/059-066
2005
1. Müller, Christoph: A Flexible Stand-Off Data Model with Query Language for Multi-Level Annotation. In: ACL 2005, ACL 2005, 2005
  - BibTeX
  - Link
  BibTeX
  @inproceedings{4071a8987cbe4ad9a2b4273272da1572, author = {Müller, Christoph}, booktitle = {ACL 2005}, privnote = {uid:1198}, title = {A Flexible Stand-Off Data Model with Query Language for Multi-Level Annotation}, url = {http://dx.doi.org/10.3115/1225753.1225781}, year = 2005 }
  Link
  http://dx.doi.org/10.3115/1225753.1225781
2003
1. Strube, Michael ; Müller, Christoph: A Machine Learning Approach to Pronoun Resolution in Spoken Dialogue. In: ACL 2003, ACL 2003, 2003
  - BibTeX
  - Link
  BibTeX
  @inproceedings{8174303103e84dd195b4df75fd8c851f, author = {Strube, Michael and Müller, Christoph}, booktitle = {ACL 2003}, privnote = {uid:1197}, title = {A Machine Learning Approach to Pronoun Resolution in Spoken Dialogue}, url = {http://dx.doi.org/10.3115/1075096.1075118}, year = 2003 }
  Link
  http://dx.doi.org/10.3115/1075096.1075118

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