Publications


Preprints


Peer-Reviewed Journal and Conference Papers

Onboarding screenshot

Christina Stoiber, Conny Walchshofer, Florian Grassinger, Holger Stitz, Marc Streit, Wolfgang Aigner
Design and Comparative Evaluation of Visualization Onboarding Methods
Proceedings of the Symposium on Visual Information Communication and Interaction (VINCI ’21), 2021

SinterForecastingModel screenshot

Matej Vukovic, Vaishali Dhanoa, Markus Jäger, Conny Walchshofer, Josef Küng, Petra Krahwinkler, Belgin Mutlu, Stefan Thalmann
A Forecasting Model-Based Discovery of Causal Links of Key Influencing Performance Quality Indicators for Sinter Production Improvement
Iron & Steel Technology, 2021

InstanceFlow screenshot

Michael Pühringer, Andreas Hinterreiter, Marc Streit
InstanceFlow: Visualizing the Evolution of Classifier Confusion at the Instance Level
2020 IEEE Visualization Conference – Short Papers, 2020

ConfusionFlow screenshot

Andreas Hinterreiter, Peter Ruch, Holger Stitz, Martin Ennemoser, Jürgen Bernard, Hendrik Strobelt, Marc Streit
ConfusionFlow: A Model-Agnostic Visualization for Temporal Analysis of Classifier Confusion
IEEE Transactions on Visualization and Computer Graphics (Early Access), 2020

Projective Latent Interventions screenshot

Andreas Hinterreiter, Marc Streit, Bernhard Kainz
Projective Latent Interventions for Understanding and Fine-tuning Classifiers
Interpretable and Annotation-Efficient Learning for Medical Image Computing. Proceedings of the 3rd Workshop on Interpretability of Machine Intelligence in Medical Image Computing (iMIMIC 2020), 2020
 Best Paper Award at iMIMIC 2020

EuroVis STAR screenshot

Kai Xu, Alvitta Ottley, Conny Walchshofer, Marc Streit, Remco Chang, John Wenskovitch
Survey on the Analysis of User Interactions and Visualization Provenance
Computer Graphics Forum, EuroVis STAR 2020 (Early Access), 2020

Guide Me in Analysis screenshot

Davide Ceneda, Natalia Andrienko, Gennady Andrienko, Theresia Gschwandtner, Silvia Miksch, Nikolaus Piccolotto, Tobias Schreck, Marc Streit, Josef Suschnigg, Christian Tominski
Guide Me in Analysis: A Framework for Guidance Designers
Computer Graphics Forum, 2020

Clinical Decision Support screenshot

Juliane Müller, Matthaeus Stoehr, Alexander Oeser, Jan Gaebel, Marc Streit, Andreas Dietz, Steffen Oeltze-Jafra
A Visual Approach to Explainable Computerized Clinical Decision Support
Computer & Graphics, Special Section on VCBM 2019, 2020

Visualization Onboarding: Learning how to read and use visualizations screenshot

Christina Stoiber, Florian Grassinger, Margit Pohl, Holger Stitz, Marc Streit, Wolfgang Aigner
Visualization Onboarding: Learning How to Read and Use Visualizations
VisComm Workshop at IEEE VIS 2019, 2019

Taggle screenshot

Katarina Furmanova, Samuel Gratzl, Holger Stitz, Thomas Zichner, Miroslava Jaresova, Martin Ennemoser
Alexander Lex, Marc Streit
Taggle: Combining Overview and Details in Tabular Data Visualizations
Information Visualization, 2019

TourDino screenshot

Klaus Eckelt, Patrick Adelberger, Thomas Zichner, Andreas Wernitznig, Marc Streit
TourDino: A Support View for Confirming Patterns in Tabular Data
EuroVis Workshop on Visual Analytics (EuroVA '19), 2019

KnowledgePearls screenshot

Holger Stitz, Samuel Gratzl, Harald Piringer, Thomas Zichner, Marc Streit
KnowledgePearls: Provenance-Based Visualization Retrieval
IEEE Transactions on Visualization and Computer Graphics (VAST '18), 2018

Juniper screenshot

Carolina Nobre, Marc Streit, Alexander Lex
Juniper: A Tree+Table Approach to Multivariate Graph Visualization
IEEE Transactions on Visualization and Computer Graphics (InfoVis '18), 2018

TACO screenshot

Christina Niederer, Holger Stitz, Reem Hourieh, Florian Grassinger, Wolfgang Aigner, Marc Streit
TACO: Visualizing Changes in Tables Over Time
IEEE Transactions on Visualization and Computer Graphics (InfoVis '17), 2018

 screenshot

Davide Ceneda, Theresia Gschwandtner, Thorsten May, Silvia Miksch, Hans-Jörg Schulz, Marc Streit, Christian Tominski
Characterizing Guidance in Visual Analytics
IEEE Transactions on Visualization and Computer Graphics (VAST '16), 2017

 screenshot

Holger Stitz, Samuel Gratzl, Wolfgang Aigner, Marc Streit
ThermalPlot: Visualizing Multi-Attribute Time-Series Data Using a Thermal Metaphor
IEEE Transactions on Visualization and Computer Graphics, 2016

Pathfinder screenshot

Christian Partl, Samuel Gratzl, Marc Streit, Anne Mai Wassermann, Hanspeter Pfister, Dieter Schmalstieg, Alexander Lex
Pathfinder: Visual Analysis of Paths in Graphs
Computer Graphics Forum (EuroVis '16), 2016
 EuroVis 2016 Honorable Mention Award

CLUE screenshot

Samuel Gratzl, Alexander Lex, Nils Gehlenborg, Nicola Cosgrove, Marc Streit
From Visual Exploration to Storytelling and Back Again
Computer Graphics Forum (EuroVis '16), 2016

 screenshot

Holger Stitz, Samuel Gratzl, Michael Krieger, Marc Streit
CloudGazer: A Divide-and-Conquer Approach to Monitoring and Optimizing Cloud-Based Networks
Proceedings of IEEE Pacific Visualization Symposium (PacificVis '15), 2015

Contour screenshot

Christian Partl, Alexander Lex, Marc Streit, Hendrik Strobelt, Anne Mai Wassermann, Hanspeter Pfister, Dieter Schmalstieg
ConTour: Data-Driven Exploration of Multi-Relational Datasets for Drug Discovery
IEEE Transactions on Visualization and Computer Graphics (VAST '14), 2014

StratomeX screenshot

Marc Streit, Alexander Lex, Samuel Gratzl, Christian Partl, Dieter Schmalstieg, Hanspeter Pfister, Peter Park, Nils Gehlenborg
Guided Visual Exploration of Genomic Stratifications in Cancer
Nature Methods, 2014

Domino screenshot

Samuel Gratzl, Nils Gehlenborg, Alexander Lex, Hanspeter Pfister, Marc Streit
Domino: Extracting, Comparing, and Manipulating Subsets across Multiple Tabular Datasets
IEEE Transactions on Visualization and Computer Graphics (InfoVis '14), 2014
 IEEE InfoVis 2014 Honorable Mention Award

Hidden-Content screenshot

Thomas Geymayer, Markus Steinberger, Alexander Lex, Marc Streit, Dieter Schmalstieg
Show me the Invisible: Visualizing Hidden Content
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI ’14), 2014
 ACM CHI 2014 Honorable Mention Award

DualMeetsCaleydo screenshot

Cagatay Turkay, Alexander Lex, Marc Streit, Hanspeter Pfister, Helwig Hauser
Characterizing Cancer Subtypes using the Dual Analysis Approach in Caleydo StratomeX
IEEE Computer Graphics and Applications, 2014

furby screenshot

Marc Streit, Samuel Gratzl, Michael Gillhofer, Andreas Mayr, Andreas Mitterecker, Sepp Hochreiter
Furby: Fuzzy Force-Directed Bicluster Visualization
BMC Bioinformatics, 15(Suppl 6), p. S4, 2014

LineUp screenshot

Samuel Gratzl, Alexander Lex, Nils Gehlenborg, Hanspeter Pfister, Marc Streit
LineUp: Visual Analysis of Multi-Attribute Rankings
IEEE Transactions on Visualization and Computer Graphics (InfoVis '13), 2013
 IEEE InfoVis 2013 Best Paper Award

Entourage screenshot

Alexander Lex, Christian Partl, Denis Kalkofen, Marc Streit, Anne Mai Wassermann, Samuel Gratzl, Dieter Schmalstieg, Hanspeter Pfister
Entourage: Visualizing Relationships between Biological Pathways using Contextual Subsets
IEEE Transactions on Visualization and Computer Graphics (InfoVis '13), 2013

enRoute screenshot

Christian Partl, Alexander Lex, Marc Streit, Denis Kalkofen, Karl Kashofer, Dieter Schmalstieg
enRoute: Dynamic Path Extraction from Biological Pathway Maps for Exploring Heterogeneous Experimental Datasets
BMC Bioinformatics, 2013

enRoute screenshot

Clemens Holzhüter, Alexander Lex, Dieter Schmalstieg, Hans-Jörg Schulz, Heidrun Schumann, Marc Streit
Visualizing Uncertainty in Biological Expression Data
Proceedings of the SPIE Conference on Visualization and Data Analysis (VDA '12), 2012

LineUp screenshot

Marc Streit, Hans-Jörg Schulz, Alexander Lex, Dieter Schmalstieg, Heidrun Schumann
Model-Driven Design for the Visual Analysis of Heterogeneous Data
IEEE Transactions on Visualization and Computer Graphics, 2012

StratomeX screenshot

Alexander Lex, Marc Streit, Hans-Jörg Schulz, Christian Partl, Dieter Schmalstieg, Peter Park, Nils Gehlenborg
StratomeX: Visual Analysis of Large-Scale Heterogeneous Genomics Data for Cancer Subtype Characterization
Computer Graphics Forum (EuroVis '12), 2012
 EuroVis 2012 3rd Best Paper Award

enRoute screenshot

Christian Partl, Alexander Lex, Marc Streit, Denis Kalkofen, Karl Kashofer, Dieter Schmalstieg
enRoute: Dynamic Path Extraction from Biological Pathway Maps for In-Depth Experimental Data Analysis
Proceedings of the IEEE Symposium on Biological Data Visualization (BioVis '12), 2012
 IEEE BioVis 2012 Best Paper Award

VisBricks screenshot

Thomas Geymayer, Alexander Lex, Marc Streit, Dieter Schmalstieg
Visualizing the Effects of Logically Combined Filters
Proceedings of the Conference on Information Visualisation (IV '11), 2011

VisBricks screenshot

Alexander Lex, Hans-Jörg Schulz, Marc Streit, Christian Partl, Dieter Schmalstieg
VisBricks: Multiform Visualization of Large, Inhomogeneous Data
IEEE Transactions on Visualization and Computer Graphics (InfoVis '11), 2011

VisBricks screenshot

Alexander Lex, Marc Streit, Ernst Kruijff, Dieter Schmalstieg
Caleydo: Design and Evaluation of a Visual Analysis Framework for Gene Expression Data in its Biological Context
Proceedings of IEEE Pacific Visualization Symposium (PacificVis '10), 2010

Matchmaker screenshot

Alexander Lex, Marc Streit, Christian Partl, Karl Kashofer, Dieter Schmalstieg
Comparative Analysis of Multidimensional, Quantitative Data
IEEE Transactions on Visualization and Computer Graphics (InfoVis '10), 2010

 screenshot

Heimo Müller, Robert Reihs, Stefan Sauer, Kurt Zatloukal, Marc Streit, Alexander Lex, Bernhard Schlegl, Dieter Schmalstieg
Connecting Genes with Diseases
Proceedings of the Conference on Information Visualisation (IV '09), 2009

 screenshot

Marc Streit, Alexander Lex, Heimo Müller, Dieter Schmalstieg
Gaze-Based Focus Adaption in an Information Visualization System
Proceedings of the Conference on Computer Graphics and Visualization and Image Processing (CGVCVIP '09), 2009

 screenshot

Marc Streit, Alexander Lex, Michael Kalkusch, Kurt Zatloukal, Dieter Schmalstieg
Caleydo: Connecting Pathways with Gene Expression
Bioinformatics, 2009

Jukebox screenshot

Marc Streit, Michael Kalkusch, Karl Kashofer, Dieter Schmalstieg
Navigation and Exploration of Interconnected Pathways
Computer Graphics Forum (EuroVis '08), 2008


Theses


Book Chapters

Mario Hlawitschka, Gerik Scheuermann, Christian Blecha, Marc Streit, Amitabh Varshney
Editors: Min Chen, Helwig Hauser, Penny Rheingans, Gerik Scheuermann
Foundations of Data Visualization
Chapter: Collaborating Successfully with Domain Experts
Springer, 2020.

Johanna Beyer, Charles Hansen, Mario Hlawitschka, Ingrid Hotz, Barbora Kozlikova, Gerik Scheuermann, Markus Stommel, Marc Streit, Johannes Waschke, Yong Wan
Editors: Min Chen, Helwig Hauser, Penny Rheingans, Gerik Scheuermann
Foundations of Data Visualization
Chapter: Case Studies for Working with Domain Experts
Springer, 2020.


Commentaries

Marc Streit, Nils Gehlenborg
Points of View: Temporal data
Nature Methods 12, 97, 2015.

Marc Streit, Nils Gehlenborg
Points of View: Bar Charts and Box Plots
Nature Methods 11, 117, 2014.


Editorials

Jan Aerts, G. Elisabeta Marai, Kay Nieselt, Cydney Nielsen, Marc Streit, Daniel Weiskopf
Highlights from the 5th Symposium on Biological Data Visualization: Part 2
BMC Proceedings, 9(Suppl 6):S1, 2015.

Jan Aerts, G. Elisabeta Marai, Kay Nieselt, Cydney Nielsen, Marc Streit, Daniel Weiskopf
Highlights from the 5th Symposium on Biological Data Visualization: Part 1
BMC Bioinformatics, 16(Suppl 11):S1, 2015.

Marc Streit, Oliver Bimber
Special Issue on Visual Analytics
IEEE Computer, 46, 7, 2013.


Selected Abstracts and Posters

Martin Ennemoser, Peter Ruch, Holger Stitz, Hendrik Strobelt, Marc Streit
ConfusionFlow: Visualizing Neural Network Confusion Across Epochs   Abstract     Video  
IEEE Conference on Visual Analytics Science and Technology (VAST '18), Berlin, Germany, 2018.

Holger Stitz, Samuel Gratzl, Harald Piringer, Marc Streit
Provenance-Based Visualization Retrieval   Abstract     Poster     Video  
IEEE Conference on Visual Analytics Science and Technology (VAST '17), Phoenix, AZ, USA, 2017. IEEE VAST 2017 Best Poster Award 

Katarina Furmanova, Miroslava Jaresova, Bikram Kawan, Holger Stitz, Martin Ennemoser, Samuel Gratzl, Alexander Lex, Marc Streit
Taggle: Scaling Table Visualization through Aggregation   Abstract     Poster     Video  
IEEE Conference on Information Visualization (InfoVis '17), Phoenix, AZ, USA, 2017.

Reem Hourieh, Holger Stitz, Nils Gehlenborg, Marc Streit
TaCo: Comparative Visualization of Large Tabular Data   Abstract     Poster     Video  
Poster Compendium of the Eurographics/IEEE Symposium on Visualization (EuroVis '16), Groningen, Netherlands, 2016.

Holger Stitz, Samuel Gratzl, Harald Rogner, Marc Streit
Visual Evaluation of Cloud Infrastructure Performance Predictions   Abstract     Poster  
IEEE Conference on Information Visualization (InfoVis '16), Baltimore, MD, USA, 2016.

Stefan Luger, Holger Stitz, Samuel Gratzl, Nils Gehlenborg, Marc Streit
Interactive Visualization of Provenance Graphs for Reproducible Biomedical Research   Abstract     Poster  
IEEE Conference on Information Visualization (InfoVis '15), Chicago, IL, USA, 2015. IEEE InfoVis 2015 Best Poster Award 

Holger Stitz, Samuel Gratzl, Wolfgang Aigner, Marc Streit
ThermalPlot: Visualizing Multi-Attribute Time-Series Data Using a Thermal Metaphor   Abstract     Poster  
IEEE Conference on Information Visualization (InfoVis '15), Chicago, IL, USA, 2015. IEEE InfoVis 2015 Honorable Mention Poster Award 

Samuel Gratzl, Nils Gehlenborg, Alexander Lex, Hendrik Strobelt, Christian Partl, Marc Streit
Caleydo Web: An Integrated Visual Analysis Platform for Biomedical Data   Abstract     Poster  
IEEE Conference on Information Visualization (InfoVis '15), Chicago, IL, USA, 2015.

Holger Stitz, Samuel Gratzl, Stefan Luger, Nils Gehlenborg, Marc Streit
Transparent Layering for Visualizing Dynamic Graphs Using the Flip Book Metaphor   Abstract     Poster  
IEEE Conference on Information Visualization (InfoVis '14), Paris, France, 2014.

Christian Partl, Alexander Lex, Marc Streit, Hendrik Strobelt, Anne Mai Wassermann, Hanspeter Pfister, Dieter Schmalstieg
ConTour: Data-Driven Exploration of Multi-Relational Datasets for Drug Discovery   Poster  
Symposium on Biological Data Visualization (BioVis '14), ISMB, Boston, MA, USA, 2014.

Nils Gehlenborg, Richard Park, Ilya Sytchev, Psalm Haseley, Stefan Luger, Anton Xue, Marc Streit, Shannan Ho Sui, Winston Hide, Peter J. Park
Refinery Platform: A Foundation for Integrative Data Visualization Tools   Poster  
Symposium on Biological Data Visualization (BioVis '14), ISMB, Boston, MA, USA, 2014.

Hans-Jörg Schulz, Marc Streit, Thorsten May, Christian Tominski
Towards a Characterization of Guidance in Visualization   Abstract     Poster  
IEEE Conference on Information Visualization (InfoVis '13), Atlanta, GA, USA, 2013.

Marc Streit, Alexander Lex, Christian Partl, Dieter Schmalstieg, Peter J. Park, Nils Gehlenborg
StratomeX: Guided Visual Exploration for Tumor Subtype Identification in The Cancer Genome Atlas   Abstract  
The Cancer Genome Atlas' 2nd Annual Scientific Symposium, Crystal City, VA, USA, 2012.

Alexander Lex, Marc Streit, Hans-Jörg Schulz, Christian Partl, Dieter Schmalstieg, Peter J. Park, Nils Gehlenborg
StratomeX: Enabling Visualization-Driven Cancer Subtype Analysis   Abstract     Poster  
IEEE Symposium on Biological Data Visualization (BioVis '12), Seattle, WA, USA, 2012.

Marc Streit, Alexander Lex, Hans-Jörg Schulz, Christian Partl, Dieter Schmalstieg, Peter J. Park, Nils Gehlenborg
Guided Visual Analysis for the Identification of Cancer Subtypes   Abstract  
The Cancer Genome Atlas’ Semi-Annual Steering Committee Meeting, Houston, TX, US, 2012.

Alexander Lex, Marc Streit, Hans-Jörg Schulz, Christian Partl, Dieter Schmalstieg, Peter J. Park, Nils Gehlenborg
StratomeX - Integrative Visualization of Tumor Subtypes in Cancer Genomics Data Sets   Abstract  
EMBO Workshop on Visualizing Biological Data (VIZBI '12), Heidelberg, Germany, 2012.

Marc Streit, Alexander Lex, Helmut Doleischakea, Dieter Schmalstieg
Does Software Engineering Pay Off for Research? Lessons Learned from the Caleydo Project   Abstract  
Eurographics Workshop on Visual Computing for Biomedicine (VCBM '10), Leipzig, Germany, 2010.

Gudrun Schmidt-Gann, Katharina Schmid, Monika Uehlein, Joachim Struck, Andreas Bergmann, Dieter Schmalstieg, Marc Streit, Alexander Lex, Douw G. van der Nest, Martijn van Griensven, Heinz Redl
Gene- and Protein Expression Profiling in Liver in a Sepsis-Baboon Model
Conference on SHOCK, 31, 4-4, San Antonio, Texas, USA, 2009.

Marc Streit, Alexander Lex, Dieter Schmalstieg, Heimo Müller, Stefan Sauer, Wilhelm Steiner, Kurt Zatloukal
CALEYDO   Poster  
ZMF.Day (Center for Medical Research), Graz, Austria, 2008.

Manuela Waldner, Christian Pirchheim, Marc Streit, Dieter Schmalstieg
Multiple View Visualization On A Multi Display Setup   Poster  
International Workshop on Giga-Pixel Displays & Visual Analytics (GIANT '08), Leeds, UK, 2008.

Marc Streit, Michael Kalkusch, Dieter Schmalstieg
Interactive Visualization of Metabolic Pathways   Poster  
IEEE Conference on Visualization (Vis '07), Sacramento, CA, USA, 2007.