Information Visualization and Visual Analytics

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

134 Publications found:
Image Bib Reference Publication Type
2020
Hsiang-Yun Wu, Martin Nöllenburg, Ivan Viola
Multi-level Area Balancing of Clustered Graphs
IEEE Transactions on Visualization and Computer Graphics (TVCG), x:1-15, December 2020. [paper] [video]
Journal Paper (without talk)
Ladislav Čmolík, Václav Pavlovec, Hsiang-Yun Wu, Martin Nöllenburg
Mixed Labeling: Integrating Internal and External Labels
IEEE Transactions on Visualization and Computer Graphics (TVCG), x:1-14, November 2020. [image] [paper]
Journal Paper (without talk)
Simon Pointner
Controllable Animation for Information Visualisation
Bachelor Thesis
Katarína Furmanová, Nicolas Grossmann, Ludvig Paul Muren, Oscar Casares-Magaz, Vitali Moiseenko, John P. Einck, Meister Eduard Gröller, Renata Raidou
VAPOR: Visual Analytics for the Exploration of Pelvic Organ Variability in Radiotherapy
Computer & Graphics, 91:25-38, October 2020.
Journal Paper (without talk)
Narumi Kuroko, Hayato Ohya, Takayuki Itoh, Nicolas Grossmann, Hsiang-Yun Wu
Visualization of Correlations between Places of Music Listening and Acoustic Features
In Proceedings of the 24th International Conference on Information Visualisation (iV2020), pages 1-6. September 2020.
[image] [paper]
Conference Paper
Akari Iijima, Takayuki Itoh, Hsiang-Yun Wu, Nicolas Grossmann
Visualization of Semantic Differential Studies with a Large Number of Images, Participants and Attributes
In Proceedings of the 24th International Conference on Information Visualisation (iV2020), pages 1-6. September 2020.
[image] [paper]
Conference Paper
Helen C. Purchase, Daniel Archambault, Stephen Kobourov, Martin Nöllenburg, Sergey Pupyrev, Hsiang-Yun Wu
The Turing Test for Graph Drawing Algorithms
In Proceedings of the 28th International Symposium on Graph Drawing and Network Visualization (GD2020), pages 1-16. September 2020.
[image] [paper]
Conference Paper
Christoph Presch
Semi-Automatic Creation of Concept Maps
[Master Thesis] [Poster] [teaser]
Master Thesis
Theresa Neubauer
Volumetric Image Segmentation on Multimodal Medical Images using Deep Learning
[image] [Master Thesis]
Master Thesis
Oliver Pilizar
Artistic Metro Maps
Bachelor Thesis
Zoltan Oremus, Kahin Akram Hassan, Jiri Chmelik, Michaela Knazkova, Jan Byska, Renata Raidou, Barbora Kozlikova
PINGU Principles of Interactive Navigation for Geospatial Understanding
In 2020 IEEE Pacific Visualization Symposium (PacificVis), pages 216-225. June 2020.
Conference Paper
Hsiang-Yun Wu, Benjamin Niedermann, Shigeo Takahashi, Maxwell J. Roberts, Martin Nöllenburg
A Survey on Transit Map Layout – from Design, Machine, and Human Perspectives
Computer Graphics Forum, 39(3):619-646, May 2020. [image] [paper]
Journal Paper with Conference Talk
Renata Raidou, Katarína Furmanová, Nicolas Grossmann, Oscar Casares-Magaz, Vitali Moiseenko, John P. Einck, Meister Eduard Gröller, Ludvig Paul Muren
Lessons Learnt from Developing Visual Analytics Applications for Adaptive Prostate Cancer Radiotherapy
In The Gap between Visualization Research and Visualization Software (VisGap) (2020), pages 1-8. May 2020.
Conference Paper
Wolfgang Gundacker
Wilangyman - Eine Google-Chrome Erweiterung die Wikipedia-Artikel um fremdsprachliche Inhalte ergänzt
Bachelor Thesis
Manuela Waldner, Daniel Steinböck, Meister Eduard Gröller
Interactive exploration of large time-dependent bipartite graphs
Journal of Computer Languages, 57, April 2020. [paper]
Journal Paper (without talk)
Daniel Cornel
Interactive Visualization ofSimulation Data for GeospatialDecision Support
Supervisor: Meister Eduard Gröller
Duration: 5
[image] [PhD Thesis]
PhD-Thesis
Anja Heim, Alexander Gall
DDE - Dynamic Data Explorer: Dynamic data exploration in a collaborative spatial-aware environment
Student Project
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, pages 144-151. December 2019.
[video] [arxiv preprint]
Conference Paper
Hsiang-Yun Wu, Martin Nöllenburg, Ivan Viola
Graph Models for Biological Pathway Visualization: State of the Art and Future Challenges, 20. October 2019, Vis 2019 Workshop, Canada
[paper]
WorkshopTalk
Michael Mazurek
Visual Active Learning for News Stream Classification
[image] [Master thesis] [Poster]
Master Thesis
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, 26:1033-1042, 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
Stefan Sietzen, Manuela Waldner
Interactive Feature Visualization in the Browser
In Proceedings of the Workshop on Visualization for AI explainability (VISxAI). October 2019.
[video] [Explainable URL]
Other Reviewed Publication
Guangping Li, Soeren Nickel, Martin Nöllenburg, Ivan Viola, Hsiang-Yun Wu
World map of recipes
[poster]
Unknown Publication
Hsiang-Yun Wu, Martin Nöllenburg, Ivan Viola
Map of Metabolic Harmony
[image-full]
Unknown Publication
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. September 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. September 2019.
Conference Paper
Stefan Sietzen
Web-Interface for neural network feature visualization
[VISxAI URL]
Student Project
Renata Raidou
Visual Analytics for the Representation, Exploration and Analysis of High-Dimensional, Multi-Faceted Medical Data
In Biomedical Visualisation, pages 137-162, July 2019
Article in a Book
Kazuyo Mizuno, Hsiang-Yun Wu, Shigeo Takahashi, Takeo Igarashi
Optimizing Stepwise Animation in Dynamic Set Diagrams
Computer Graphics Forum, 38:13-24, 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), pages 74-80. July 2019.
Conference Paper
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
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, 8(1):31-50, June 2019. [pdf]
Journal Paper (without talk)
Troidl Jakob
Flow Visualization on Curved Manifolds
[Bachelor Thesis] [image] [Youtube: Flow Visualization on Curved Manifolds]
Bachelor Thesis
Hsiang-Yun Wu, Martin Nöllenburg, Filipa L. Sousa, Ivan Viola
Metabopolis: Scalable Network Layout for Biological Pathway Diagrams in Urban Map Style
BMC Bioinformatics, 20(187):1-20, May 2019. [paper] [video]
Journal Paper (without talk)
Gwendolyn Rippberger
Data-Driven Anatomical Layouting of Brain Network Graphs
[Bachelor Thesis] [image]
Bachelor Thesis
Hsiang-Yun Wu, Benjamin Niedermann, Shigeo Takahashi, Martin Nöllenburg
A Survey on Computing Schematic Network Maps: The Challenge to Interactivity, 11. April 2019, The 2nd Schematic Mapping Workshop 2019, Vienna, Austria
[paper]
WorkshopTalk
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
Elitza Vasileva, Hsiang-Yun Wu
OptiRoute: Interactive Maps for Wayfinding in a Complex Environment
Poster shown at schematic Mapping Workshop 2019 (2019)
Poster
Muhammad Samoul
Visual Comparison of NLP Pipelines
Student Project
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, 25:1-12, 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, 38(6):150-164, March 2019. [Open Access Article in Wiley Online Library]
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, pages 1-6. February 2019.
[draft]
Conference Paper
Katharina Unger
Visual Comparison of Organism-Specific Metabolic Pathways
[CESCG paper]
Student Project
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, 2(4):264-282, January 2019. [paper]
Journal Paper (without talk)
Patrick Hromniak
Visual Comparison of Natural Language Processing Pipelines
Bachelor Thesis
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
Elitza Vasileva
Interactive Maps for Visualizing Optimal Route Planning Strategy
[image]
Bachelor Thesis
Maximilian Deutsch
Generating seating plan images using clustering and concave hull algorithms
Bachelor Thesis
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