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.

Publications

175 Publications found:
Image Bib Reference Publication Type
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.
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 (VCBM2022)., 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(1):1-14, August 2022.
Journal Paper (without talk)
Maath Musleh et al.
Visual analysis of blow molding machine multivariate time series data
Journal of Visualization:1-14, July 2022.
Journal Paper (without talk)
Nicolas Grossmann, Eduard Gröller, Manuela Waldner
Concept splatters: Exploration of latent spaces based on human interpretable concepts
Computers & 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
[poster] [thesis] [online playground]
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
Alexandra Diehl, L. 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)
Payam Chini Foroushan
Visual Analytics for the Exploration of Cultural Models
Master Thesis
2020
Sherif Sakr, Angela Bonifati, Hannes Voigt, Alexandru Iosup, Hsiang-Yun Wu et al.
The Future is Big Graphs! A Community View on Graph Processing Systems
Communications of the ACM , x:1-14, December 2020. [image] [paper]
Journal Paper (without talk)
Marko Spegel-Grünberger
Charakterisierung der Population von Pflegepatienten in zwei Pflegespitälern mithilfe interaktiver Visualisierungen elektronischer Patientendaten
Student Project
Alexander Gall
Immersive Analytics of Multidimensional Volumetric Data
[Image] [Master Thesis] [Poster]
Master Thesis
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, November 2020. [paper] [video]
Journal Paper (without talk)
Eduard Gröller
Interactive Visual Data Analysis, 9. November 2020, KAUST, Saudi Arabia
Invited 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, 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)
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, September 2020. [image] [paper]
Journal Paper (without talk)
Eduard Gröller
Interactive Visual Data Analysis, 19. September 2020, Bejing
Invited Talk
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
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
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
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