Data and information created by various processes (e.g., simulations) is getting larger, and more and more complex. 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.
Projects
Publications
Image | Bib Reference | Publication Type |
---|---|---|
2024 | ||
Dominik Wolf Joint Human-Machine Data Exploration Sandbox [report] |
Student Project | |
Daniel Pahr, Henry Ehlers, Hsiang-Yun Wu, Manuela Waldner, Renata Raidou Investigating the Effect of Operation Mode and Manifestation on Physicalizations of Dynamic Processes Computer Graphics Forum, 43(3):e15106, June 2024. |
Journal Paper with Conference Talk | |
Matthias Matt, Matthias Zeppelzauer, Manuela Waldner cVIL: Class-Centric Visual Interactive Labeling In Eurographics Proceedings. May 2024. [paper] |
Conference Paper | |
Anja Heim, Alexander Gall, Manuela Waldner, Eduard Gröller, Christoph Heinzl AccuStripes: Visual exploration and comparison of univariate data distributions using color and binning COMPUTERS & GRAPHICS-UK, 119, April 2024. [paper] |
Journal Paper (without talk) | |
Florian Wagner Pixel Art Restoration [thesis] |
Bachelor Thesis | |
Henry Ehlers, Diana Marin, Hsiang-Yun Wu, Renata Raidou Visualizing Group Structure in Compound Graphs: The Current State, Lessons Learned, and Outstanding Opportunities In Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1, HUCAPP and IVAPP, pages 697-708. March 2024. |
Conference Paper | |
2023 | ||
Sonja Turner A Study on the Impact of Uncertainties on the Analytical Process |
Bachelor Thesis | |
Johannes Eschner, Adam Celarek, Manuela Waldner Echtzeitvisualisierung von Lawinenrisiko basierend auf hochauflösenden Geodaten In Lawinensymposium 2023, pages 38-43. November 2023. [paper preprint] [online demo] |
Conference Paper | |
Marina Medeiros, Eduard Doujak, Franz Josef Haller, Constantin Königswieser, Johanna Schmidt Going with the flow: using immersive analytics to support lifetime predictions of hydropower turbines In Proceedings SUI 2023 ACM : Symposium on Spatial User Interaction. October 2023. [paper] |
Conference Paper | |
Niclas Arbesser-Rastburg Visualizing the Flow of Healthcare Data [thesis] |
Bachelor Thesis | |
Judith Louis-Alexandre Dit Petit-Frere, Manuela Waldner Visual Exploration of Indirect Bias in Language Models In EuroVis 2023 - Short Papers. June 2023. [paper] [video] [online demo] |
Conference Paper | |
Gerald Kimmersdorfer, Dominik Wolf, Manuela Waldner WebGPU for Scalable Client-Side Aggregate Visualization Poster shown at 25th EG Conference on Visualization (EuroVis 2023) (12. June 2023-16. June 2023) In EuroVis 2023 - Posters , pages 105-107. [extended abstract] [poster] [Climate Change Explorer] |
Poster | |
Dominik Wolf Concept Clusters [report] |
Student Project | |
2022 | ||
Pavol Ulbrich, Manuela Waldner, Katarína Furmanová, Sergio M. Margues, David Bednář, Barbora Kozlikova, Jan Byska sMolBoxes: Dataflow Model for Molecular Dynamics Exploration IEEE Transactions on Visualization and Computer Graphics:1-10, October 2022. [arxiv] |
Journal Paper with Conference Talk | |
Ádam Böröndy, Katarína Furmanová, Renata Raidou Understanding the impact of statistical and machine learning choices on predictive models for radiotherapy. In Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM2022), pages 65-69. September 2022. [paper] |
Conference Paper | |
Caroline Magg, Renata Raidou Visual Analytics to Assess Deep Learning Models for Cross-Modal Brain Tumor Segmentation In Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM 2022), pages 111-115. September 2022. |
Conference Paper | |
Oliver Stritzel, Renata Raidou Predicting, Analyzing and Communicating Outcomes of COVID-19 Hospitalizations with Medical Images and Clinical Data In Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM2022)., pages 129-133. September 2022. |
Conference Paper | |
Sandra Ortega-Martorell, Patrick Riley, I Olier, Renata Raidou, R Casana-Eslava, M Rea, L Shen, P.J. Lisboa, C Palmieri Breast cancer patient characterisation and visualisation using deep learning and fisher information networks Scientific Reports, 12, August 2022. |
Journal Paper (without talk) | |
Maath Musleh, Angelos Chatzimparmpas, Ilir Jusufi Visual analysis of blow molding machine multivariate time series data Journal of Visualization, 25:1329-1342, July 2022. [paper] |
Journal Paper (without talk) | |
Nicolas Grossmann, Eduard Gröller, Manuela Waldner Concept splatters: Exploration of latent spaces based on human interpretable concepts Computers and Graphics, 105:73-84, April 2022. [video] [paper] [online demo] |
Journal Paper (without talk) | |
Daniel Lippeck 3D Graph Algorithm for Multilayer Network Analytics [thesis] |
Bachelor Thesis | |
Stefan Sietzen Visual Analytics for Convolutional Neural Network Robustness [Master thesis] [poster] [online playground] |
Master Thesis | |
Hannah Bayat Multi-faceted Visual Analysis of Inter-Observer Variability [Master thesis] |
Master Thesis | |
Judith Louis-Alexandre Dit Petit-Frere Visual Exploration of Indirect Biases in Natural Language Processing Transformer Models [Master thesis] |
Master Thesis | |
2021 | ||
Sujoy Bhore, Guangping Li, Martin Nöllenburg, Ignaz Rutter, Hsiang-Yun Wu Untangling Circular Drawings: Algorithms and Complexity In Proceedings of the 32nd International Symposium on Algorithms and Computation, pages 1-17. December 2021. |
Conference Paper | |
Philip Bugnar Exploratory Search Interface for Knowledge Databases |
Bachelor Thesis | |
Maximilian Sbardellati Exploratory Visual System for Predictive Machine Learning of Event-Organisation Data [poster] [thesis] |
Master Thesis | |
Eduard Gröller Interactive Visual Data Analysis, 21. October 2021, Iasi, Romania |
Invited Talk | |
Marija Priselac Visual Analytics of Spatial Time Series Data [image] [Master Thesis] [Poster] |
Master Thesis | |
Anja Heim, Eduard Gröller, Christoph Heinzl CoSi: Visual Comparison of Similarities in High-Dimensional Data Ensembles VMV: Vision, Modeling, and Visualization:1-8, October 2021. [Image] [Paper] |
Journal Paper (without talk) | |
Nicolas Grossmann, Jürgen Bernard, Michael Sedlmair, Manuela Waldner Does the Layout Really Matter? A Study on Visual Model Accuracy Estimation In IEEE Visualization Conference (VIS), pages 61-65. October 2021. [paper] |
Conference Paper | |
Stefan Sietzen, Mathias Lechner, Judy Borowski, Ramin Hasani, Manuela Waldner Interactive Analysis of CNN Robustness Computer Graphics Forum, 40:253-264, October 2021. [paper] [video] [online tool] |
Journal Paper with Conference Talk | |
Johannes Sorger, Alessio Arleo, Peter Kán, Wolfgang Knecht, Manuela Waldner Egocentric Network Exploration for Immersive Analytics Computer Graphics Forum, 40:241-252, October 2021. [the paper] [video] [online egocentric network] |
Journal Paper with Conference Talk | |
Mario Stoff Concept Map Mining as Browser Extension [thesis] |
Bachelor Thesis | |
Samo Kolter Creating an Interactive Web App for Computer Graphics Topics [Bachelor thesis] |
Bachelor Thesis | |
Tobias Batik, Soeren Nickel, Martin Nöllenburg, Yu-Shuen Wang, Hsiang-Yun Wu Mixed Metro Maps with User-Specied Motifs Poster shown at 29th International Symposium on Graph Drawing and Network Visualization (14. September 2021-17. September 2021) |
Poster | |
Francesca Gauci, Maath Musleh Agritology: A Decision Support System for Local Farmers in Malta and Palestine Poster shown at 3rd International Workshop on Semantics for Biodiversity (S4BioDiv) (11. September 2021-18. September 2021) |
Poster | |
Maath Musleh, Angelos Chatzimparmpas, Ilir Jusufi Visual Analysis of Industrial Multivariate Time Series In The 14th International Symposium on Visual Information Communication and Interaction, pages 1-5. September 2021. |
Conference Paper | |
Rebecca Nowak Interactive Correlation Panels for the Geological Mapping of the Martian Surface [image] [Master Thesis] [Poster] |
Master Thesis | |
Christoph Heinzl Visualization and Analysis of X-ray Computed Tomography Data Supervisor: Eduard Gröller Duration: 1. January 2010 — 16. July 2021 [HABILITATION THESIS] |
Habilitation Thesis | |
Alexandra Diehl, Rodrigo Pelorosso, J Ruiz, Renato Pajarola, Eduard Gröller, Stefan Bruckner Hornero: Thunderstorms Characterization using Visual Analytics Computer Graphics Forum, 40(3):1-12, June 2021. [Image] [Paper] |
Journal Paper (without talk) | |
Maath Musleh Visual Analysis of Industrial Multivariate Time-Series Data: Effective Solution to Maximise Insights from Blow Moulding Machine Sensory Data |
Master Thesis | |
Jasmin Mahler A Study of Multi-Document Active Reading in Analog and Digital Environments [poster] [thesis] |
Master Thesis | |
Thomas Köppel, Eduard Gröller, Hsiang-Yun Wu Context-Responsive Labeling in Augmented Reality In Proceedings of the 14th IEEE Pacific Visualization Symposium , pages 1-10. April 2021. [paper] [video] |
Conference Paper | |
Thorsten Korpitsch LSOVOMAN - Large-Scale Online Visualization of Austria's Media- Advertisement Networks |
Student Project | |
Manuel Eiweck Immersive Exploration of Hierarchical Networks in VR [thesis] [video & tool] |
Bachelor Thesis | |
Sebastian Pirch, Felix Müller, Eugenia Iofinova, Julia Pazmandi, Christiane Hütter, Martin Chiettini, Celine Sin, Kaan Boztug, Iana Podkosova, Hannes Kaufmann, Jörg Menche The VRNetzer platform enables interactive network analysis in Virtual Reality Nature Communications, 12(2432):1-14, April 2021. |
Journal Paper (without talk) | |
Katarína Furmanová, Ludvig Paul Muren, Oscar Casares-Magaz, Vitali Moiseenko, John P. Einck, Sara Pilskog, Renata Raidou PREVIS: Predictive visual analytics of anatomical variability for radiotherapy decision support Computers and Graphics, 97:126-138, April 2021. [paper] |
Journal Paper (without talk) | |
Tobias Batik Embedding User-Defined Shapes into Metro Map Layouts [thesis] |
Bachelor Thesis | |
Manuela Waldner, Thomas Geymayer, Dieter Schmalstieg, Michael Sedlmair Linking unstructured evidence to structured observations Information Visualization, January 2021. [Paper] [preprint] |
Journal Paper (without talk) |