Information Visualization and Visual Analytics

Abstract

Data and information created by various processes (e.g., simulations) is getting larger, and more and more complex. It is currently no longer possible to analyze and interpret this data without the use of automatic or semi-automatic analysis tools.

We use interactive visualization and analysis techniques to facilitate exploration of complex parameter spaces (e.g., to analyze and compare parameters for automotive engineering, reconstruction algorithms, or geometry generators) or unstructured information collections (e.g., annotated digital documents or image collections). Our research focus lies on novel visual encodings and interaction techniques to explore a large amount of abstract data, often in combination with analytical reasoning.


Publications

76 Publications found:
Image Bib Reference Publication Type
2019
Johannes Sorger, Manuela Waldner, Wolfgang Knecht, Alessio Arleo
Immersive Analytics of Large Dynamic Networks via Overview and Detail Navigation
In 2nd International Conference on Artificial Intelligence & Virtual Reality. December 2019.
[arxiv preprint]
Conference Paper
Manuela Waldner, Alexandra Diehl, Denis Gracanin, Rainer Splechtna, Claudio Delrieux, Kresimir Matkovic
A Comparison of Radial and Linear Charts for Visualizing Daily Patterns
IEEE Transactions on Visualization and Computer Graphics, October 2019. [paper]
Journal Paper with Conference Talk
Alessio Arleo, Christos Tsigkanos, Chao Jia, Roger Leite, Ilir Murturi, Manfred Klaffenböck, Schahram Dustdar, Silvia Miksch, Michael Wimmer, Johannes Sorger
Sabrina: Modeling and Visualization of Economy Data with Incremental Domain Knowledge
In IEEE VIS 2019. October 2019.
Conference Paper
Kazuyo Mizuno, Hsiang-Yun Wu, Shigeo Takahashi, Takeo Igarashi
Optimizing Stepwise Animation in Dynamic Set Diagrams
Computer Graphics Forum, July 2019. [paper] [video]
Journal Paper with Conference Talk
Ken Maruyama, Shigeo Takahashi, Hsiang-Yun Wu, Kazuo Misue, Masatoshi Arikawa
Scale-Aware Cartographic Displacement Based on Constrained Optimization
In Proceedings of the 23th International Conference on Information Visualisation (iV2019). July 2019.
Conference Paper
Shigeo Takahashi, Ken Maruyama, Takamasa Kawagoe, Hsiang-Yun Wu, Kazuo Misue, Masatoshi Arikawa
Mental Map Preservation for Progressively Labeling Railway Networks
International Journal of Art, Culture and Design Technologies, (1), June 2019.
Journal Paper (without talk)
Jan Byska, Thomas Trautner, Sergio Marques, Jiri Damborsky, Barbora Kozlikova, Manuela Waldner
Analysis of Long Molecular Dynamics Simulations Using Interactive Focus+Context Visualization
Computer Graphics Forum, 38(3):441-453, June 2019. [paper] [video]
Journal Paper with Conference Talk
Hsiang-Yun Wu, Martin Nöllenburg, Filipa L. Sousa, Ivan Viola
Metabopolis: Scalable Network Layout for Biological Pathway Diagrams in Urban Map Style
BMC Bioinformatics, (187), May 2019. [paper] [video]
Journal Paper (without talk)
Elitza Vasileva, Hsiang-Yun Wu
OptiRoute: Interactive Maps for Wayfinding in a Complex Environment
Poster shown at schematic Mapping Workshop 2019 (2019)
Poster
Hsiang-Yun Wu, Ken Maruyama, Takamasa Kawagoe, Kazuo Misue, Masatoshi Arikawa, Shigeo Takahashi
Aspect-Ratio-Preserved Labeling on Metro Maps
Poster shown at Schematic Mapping Workshop 2019 (2019)
Poster
Hsiang-Yun Wu, Haichao Miao, Ivan Viola
From Cells to Atoms - Biological Information Visualization (in Chinese)
TR-193-02-2019-1, March 2019 [paper]
Technical Report
Renata Raidou, Meister Eduard Gröller, Martin Eisemann
Relaxing Dense Scatter Plots with Pixel-Based Mappings
IEEE Transactions on Visualization and Computer Graphics:1-12, March 2019.
Journal Paper with Conference Talk
Nicholas Waldin, Manuela Waldner, Mathieu Le Muzic, Meister Eduard Gröller, David Goodsell, Ludovic Autin, Arthur Olson, Ivan Viola
Cuttlefish: Color Mapping for Dynamic Multi‐Scale Visualizations
Computer Graphics Forum, (Early View), March 2019.
Journal Paper (without talk)
Harald Steinlechner, Georg Haaser, Bernd Oberdorfer, Daniel Habe, Stefan Maierhofer, Michael Schwärzler, Meister Eduard Gröller
A Novel Approach for Immediate, Interactive CT Data Visualization andEvaluation using GPU-based Segmentation and Visual Analysis
In International Conference on Industrial Computed Tomography (ICT) 2019. February 2019.
[draft]
Conference Paper
Vahan Yoghourdjian, Daniel Archambault, Stephan Diehl, Tim Dwyer, Karsten Klein, Helen C. Purchase, Hsiang-Yun Wu
Exploring the limits of complexity: A survey of empirical studies ongraph visualisation
Visual Informatics, (4), January 2019. [paper]
Journal Paper (without talk)
Georg Bernold, Kresimir Matkovic, Meister Eduard Gröller, Renata Raidou
preha: Establishing Precision Rehabilitation with Visual Analytics
In Eurographics Workshop on Visual Computing for Biology and Medicine (2019), pages 79-89. 2019.
Conference Paper
Nicolas Grossmann, Oscar Casares-Magaz, Ludvig Paul Muren, Vitali Moiseenko, John P. Einck, Meister Eduard Gröller, Renata Raidou
Pelvis Runner: Visualizing Pelvic Organ Variability in a Cohort of Radiotherapy Patients
In Eurographics Workshop on Visual Computing for Biology and Medicine (2019), pages 69-78. 2019.
Conference Paper
Renata Raidou
Visual Analytics for the Representation, Exploration and Analysis of High-Dimensional, Multi-Faceted Medical Data
In Biomedical Visualisation, pages 137-162, 2019
Article in a Book
2018
Daniel Archambault, Jessie Kennedy, Tatiana von Landesberger, Mark McCann, Fintan McGee, Benjamin Renoust, Hsiang-Yun Wu
Lost in Translation: Alignment of Mental Representations for Visual Analytics, Reimagining the Mental Map and Drawing Stability (NII Shonan Meeting Seminar 127)
TR-193-02-2018-1, December 2018 [paper]
Technical Report
Daniel Steinböck, Meister Eduard Gröller, Manuela Waldner
Casual Visual Exploration of Large Bipartite Graphs Using Hierarchical Aggregation and Filtering
In International Symposium on Big Data Visual and Immersive Analytics. October 2018.
[paper]
Conference Paper
Thomas Mühlbacher
Human-Oriented Statistical Modeling: Making Algorithms Accessible through Interactive Visualization
Supervisor: Meister Eduard Gröller
Duration: June 2012 - August 2018
[image]
PhD-Thesis
Yuka Yoshida, Ken Maruyama, Takamasa Kawagoe, Hsiang-Yun Wu, Masatoshi Arikawa, Shigeo Takahashi
Progressive Annotation of Schematic Railway Maps
In Proceedings of the 22nd International Conference Information Visualisation (IV). July 2018.
Conference Paper
Haichao Miao, Elisa De Llano, Tobias Isenberg, Meister Eduard Gröller, Ivan Barisic, Ivan Viola
DimSUM: Dimension and Scale Unifying Maps for Visual Abstraction of DNA Origami Structures
Computer Graphics Forum, 37(3), June 2018. [Paper]
Journal Paper with Conference Talk
Hsiang-Yun Wu, Martin Nöllenburg, Ivan Viola
A Visual Comparison of Hand-Drawn and Machine-Generated Human Metabolic Pathways
Poster shown at EuroVis ( 4. June 2018- 8. June 2018)
[poster]
Poster
Michael Mazurek, Manuela Waldner
Visualizing Expanded Query Results
Computer Graphics Forum:87-98, June 2018. [paper] [video]
Journal Paper with Conference Talk
Matthias Gusenbauer
Bitstream - Top-Down/Bottom-Up Data Processing for Interactive Bitcoin Visualization.
Poster shown at EPILOG (18. June 2018)
[image]
Poster
Michael Birsak, Przemyslaw Musialski, Peter Wonka, Michael Wimmer
Dynamic Path Exploration on Mobile Devices
IEEE Transactions on Visualization and Computer Graphics, 24(5):1784-1798, May 2018. [preprint]
Journal Paper (without talk)
Patrik Polatsek, Manuela Waldner, Ivan Viola, Peter Kapec, Wanda Benesova
Exploring visual attention and saliency modeling for task-based visual analysis
Computers & Graphics, (2), February 2018. [paper]
Journal Paper (without talk)
Hsiang-Yun Wu, Shigeo Takahashi, Rie Ishida
Overlap-Free Labeling of Clustered Networks Based on Voronoi Tessellation
Journal of Visual Languages & Computing, (44), February 2018. [paper]
Journal Paper (without talk)
Radu Jianu, Martin Krzywinski, Luana Micallef, Hsiang-Yun Wu
Mapifying the Genome, Scalable Set Visualizations (Dagstuhl Seminar 17332)
TR-193-02-2018-2, 2018 [paper]
Technical Report
2017
Johannes Sorger
Integration Strategies in the Visualization of Multifaceted Spatial Data
Supervisor: Ivan Viola
Duration: 2013 - 2017
[thesis]
PhD-Thesis
Thomas Geymayer, Manuela Waldner, Alexander Lex, Dieter Schmalstieg
How Sensemaking Tools Influence Display Space Usage
In EuroVis Workshop on Visual Analytics. June 2017.
[paper]
Conference Paper
Manuela Waldner, Alexey Karimov, Meister Eduard Gröller
Exploring Visual Prominence of Multi-Channel Highlighting in Visualizations
In Spring Conference on Computer Graphics 2017. May 2017.
[paper]
Conference Paper
Viktor Vad, Jan Byska, Adam Jurcik, Ivan Viola, Meister Eduard Gröller, Helwig Hauser, Sergio M. Margues, Jiri Damborsky, Barbora Kozlikova
Watergate: Visual Exploration of Water Trajectories in Protein Dynamics
In Eurographics Workshop on Visual Computing for Biology and Medicine 2017, pages 33-42. 2017.
Conference Paper
2016
Johannes Weissenböck, Artem Amirkhanov, Meister Eduard Gröller, Johannes Kastner, Christoph Heinzl
PorosityAnalyzer: Visual Analysis and Evaluation of Segmentation Pipelines to Determine the Porosity in Fiber-Reinforced Polymers
In IEEE Conference on Visual Analytics Science and Technology, 2016 (VAST 2016), pages 101-110. October 2016.
[image]
Conference Paper
Renata Raidou, Freek Marcelis, Marcel Breeuwer, Meister Eduard Gröller, Anna Vilanova, Huub van de Wetering
Visual Analytics for the Exploration and Assessment of Segmentation Errors
Eurographics Workshop on Visual Computing for Biology and Medicine:193-202, September 2016. [image] [Paper]
Journal Paper with Conference Talk
Johanna Schmidt
Scalable Comparative Visualization
Supervisor: Meister Eduard Gröller
Duration: 2011 - 2016
PhD-Thesis
Thomas Ortner, Johannes Sorger, Harald Piringer, Gerd Hesina, Meister Eduard Gröller
Visual analytics and rendering for tunnel crack analysis
The Visual Computer, 32(6):859-869, May 2016.
Journal Paper with Conference Talk
Johanna Schmidt, Bernhard Fröhler, Reinhold Preiner, Johannes Kehrer, Meister Eduard Gröller, Stefan Bruckner, Christoph Heinzl
Visual Analysis of Volume Ensembles Based on Local Features
TR-186-2-16-2, May 2016
Technical Report
Tobias Klein, Stefan Bruckner, Meister Eduard Gröller, Markus Hadwiger, Peter Rautek
Towards Interactive Visual Exploration of Parallel Programs using a Domain-Specific Language
Poster shown at 4th International Workshop on OpenCL (IWOCL '16) ()
Poster
Thomas Ortner, Johannes Sorger, Harald Steinlechner, Gerd Hesina, Harald Piringer, Meister Eduard Gröller
Vis-a-ware: Integrating spatial and non-spatial visualization for visibility-aware urban planning
Visualization and Computer Graphics, IEEE Transactions on, January 2016.
Journal Paper with Conference Talk
Johannes Sorger, Thomas Ortner, Christian Luksch, Michael Schwärzler, Meister Eduard Gröller, Harald Piringer
LiteVis: Integrated Visualization for Simulation-Based Decision Support in Lighting Design
Visualization and Computer Graphics, IEEE Transactions on, 22(1):290-299, January 2016. [teaser]
Journal Paper with Conference Talk
Renata Raidou, Hugo J. Kuijf, Neda Sepasian, Nicola Pezzotti, Willem H. Bouvy, Marcel Breeuwer, Anna Vilanova
Employing Visual Analytics to Aid the Design of White Matter Hyperintensity Classifiers.
Proceedings of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2016.
Journal Paper (without talk)
Aleksandr Amirkhanov, Artem Amirkhanov, Dietmar Salaberger, Johannes Kastner, Meister Eduard Gröller, Christoph Heinzl
Visual Analysis of Defects in Glass Fiber Reinforced Polymers for 4DCT Interrupted In situ Tests
Computer Graphics Forum (2016), 35(3):201-210, 2016. [image] [Paper]
Journal Paper with Conference Talk
Haichao Miao, Gabriel Mistelbauer, Christian Nasel, Meister Eduard Gröller
Visual Quantification of the Circle of Willis: An Automated Identification and Standardized Representation
Computer Graphics Forum, 2016.
Journal Paper (without talk)
Renata Raidou, Oscar Casares-Magaz, Ludvig Paul Muren, Uulke A van der Heide, Jarle Roervik, Marcel Breeuwer, Anna Vilanova
Visual Analysis of Tumor Control Models for Prediction of Radiotherapy Response.
EuroVis - Eurographics/IEEE-VGTC Symposium on Visualization 2016, 2016.
Journal Paper with Conference Talk
Sanjin Rados, Rainer Splechtna, Kresimir Matkovic, Mario Duras, Meister Eduard Gröller, Helwig Hauser
Towards Quantitative Visual Analytics with Structured Brushing and Linked Statistics
Computer Graphics Forum (2016), 35(3):251-260, 2016. [image] [paper]
Journal Paper with Conference Talk
2015
Alexandra Diehl, L. Pelorosso, Kresimir Matkovic, Claudio Delrieux, Marc Ruiz, Meister Eduard Gröller, Stefan Bruckner
Albero: A Visual Analytics Tool for Probabilistic Weather Forecasting.
Poster shown at Poster at Workshop Big Data & Environment (November 2015)
Poster
Maria Lujan Ganuza, Maria Florencia Gargiulo, Gabriela Ferracutti, Silvia Castro, Ernesto Bjerg, Meister Eduard Gröller, Kresimir Matkovic
Interactive Semi-Automatic Categorization for Spinel Group Minerals
Poster shown at 2015 IEEE Conference on Visual Analytics Science and Technology (VAST) (2015) (25. October 2015-30. October 2015)
Poster
Johannes Sorger, Thomas Ortner, Harald Piringer, Gerd Hesina, Meister Eduard Gröller
A Taxonomy of Integration Techniques for Spatial and Non-Spatial Visualizations
In 20th International Symposium on Vision, Modeling and Visualization (VMV 2015). October 2015.
Conference Paper
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Funded Projects

Horizon 2020 Marie Sklodowska-Curie Actions (MSCA) 747985
Contact: Hsiang-Yun Wu
The goal of this project is to design and develop novel interactive visualization techniques to support knowledge workers in making sense of their unstructured, dynamic information collections.
FWF T 752-N30
Contact: Manuela Waldner