Publications
Preprint
Peer-Reviewed Journal and Conference Papers
Christina Humer,
Rachel Nicholls,
Henry Heberle,
Moritz Heckmann
Michael Pühringer,
Thomas Wolf,
Maximilian Lübbesmeyer,
Julian Heinrich,
Julius Hillenbrand,
Giulio Volpin,
Marc Streit
CIME4R: Exploring iterative, AI-guided chemical reaction optimization campaigns in their parameter space
Journal of Cheminformatics, 2024
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
Stefan Thalmann,
Juergen Mangler,
Tobias Schreck,
Christian Huemer,
Marc Streit,
Florian Pauker,
Georg Weichhart,
Stefan Schulte,
Christian Kittl,
Christoph Pollak,
Matej Vukovic,
Gerti Kappel,
M. Gashi,
S. Rinderle-Ma,
J. Suschnigg,
N. Jekic,
Stefanie Lindstaedt
Data Analytics for Industrial Process Improvement A Vision Paper
IEEE Conference on Business Informatics (CBI '18), 2018
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
Rostislav Klebnikov,
Bernhard Kainz,
Markus Steinberger,
Marc Streit,
Dieter Schmalstieg
Procedural Texture Synthesis for Zoom-Independent Visualization of Multivariate Data
Computer Graphics Forum (EuroVis '12), 2012
Markus Steinberger,
Manuela Waldner,
Marc Streit,
Alexander Lex,
Dieter Schmalstieg
Context-Preserving Visual Links
IEEE Transactions on Visualization and Computer Graphics (InfoVis '11), 2011
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
Theses
Editorials
Book Chapters
Christina Stoiber,
Markus Wagner,
Florian Grassinger,
Margit Pohl,
Holger Stitz,
Marc Streit,
Benjamin Potzmann,
Wolfgang Aigner
Editors:
Danielle Albers Szafir,
Rita Borgo,
Min Chen,
Darren J. Edwards,
Brian Fisher,
Lace Padilla
Visualization Psychology
Chapter: Visualization Onboarding Grounded in Educational Theories
Springer, 2023.
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.
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.
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.
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.
Projects
|
|
| 2024 - 2025 |
Knowledge Graphs Indication Expansion Lens,
Funded by Boehringer Ingelheim Regional Center Vienna,
110k EUR. |
| 2022 - 2026 |
Human-Centered Artificial Intelligence,
Funded by Austrian Science Fund (FWF),
1.05M EUR. |
| 2022 - 2024 |
Development of Visualizations for Curation and Exploration of Complex Ontologies and Knowledge Graphs,
Funded by Boehringer Ingelheim Regional Center Vienna,
182k EUR. |
| 2021 - 2022 |
Interactive Exploration Tool for Chemical Structures,
Funded by Bayer,
20k EUR. |
| 2020 - 2023 |
HOXAI: Hands-on Explainable AI,
Funded by Linz Institute of Technology (LIT) / State of Upper Austria,
Grant no. LIT-2019-7-SEE-117,
196k EUR. |
| 2019 - 2022 |
Human-Interpretable AI,
Funded by State of Upper Austria,
288k EUR. |
| 2017 - 2024 |
Pro2Future – Products and Production Systems of the Future,
Funded by Austrian Research Promotion agency (FFG),
COMET K1-Centre program,
Grant no. 854184,
19M EUR. |
| 2018 - 2021 |
Development of Multi-Dimensional Genomic Data Visualization and Data Mining Techniques,
Funded by Boehringer Ingelheim Regional Center Vienna,
252k EUR. |
| 2015 - 2018 |
VisOnFire - Visual Analysis of Large and Heterogeneous Scientific Workflows for Analytical Provenance,
Funded by Austrian Science Fund (FWF), State of Upper Austria, Nationalstiftung,
Stand-Alone Project,
Grant no. P27975-NBL,
352k EUR. |
| 2015 - 2018 |
Development of Multi-Dimensional Genomic Data Visualization and Data Mining Techniques,
Funded by Boehringer Ingelheim Regional Center Vienna,
210k EUR. |
| 2015 - 2018 |
TourGuide - Navigation System for Capturing and Analyzing Complex Clinical Data,
Funded by State of Upper Austria,
Innovatives OÖ2020,
Grant no. 851460,
400k EUR. |
| 2013 - 2016 |
PIPES-VS-DAMS - Privacy Preserving Visual Dynamic Network Analysis for Advanced System Monitoring on Multiple Scales,
Funded by Austrian Research Promotion agency (FFG),
IKT der Zukunft program,
Grant no. 840232,
410k EUR. |
| 2013 - 2016 |
Austrian Teaching Cooperation in Visual Computing,
Funded by Federal Ministry of Science, Research and Economy,
96k EUR. |
| 2011 |
Future Lab Grant,
Funded by Graz University of Technology,
38k EUR. |
| 2010 - 2013 |
Caleydoplex - Information Exploration in Teams,
Funded by Austrian Science Fund (FWF),
Stand-alone projects program,
Grant no. P22902,
225k EUR. |
| 2009 - 2012 |
InGeneious - Visualization of Biomolecular and Clinical Data,
Funded by Austrian Research Promotion agency (FFG),
BRIDGE program,
Grant no. 385567,
180k EUR. |
Talks
|
|
|
| 2024-04-10 |
Visualizing Insights from Data
Bayer Data Science Fellow Symposium (keynote talk) |
Monheim, Germany |
| 2024-02-28 |
VIS4ML & ML4Vis - Bridging Algorithm and User-Focused Perspectives
Department of Computer Science, ETH Zürich (invited talk) |
Zürich, Switzerland |
| 2024-02-16 |
JKU Visual Data Science Lab
KI in der Medizin (invited talk) |
Linz, Austria |
| 2023-01-26 |
Explainable AI and Data Visualization
Applied AI Group at GlaxoSmithKline (invited talk) |
London, United Kingdom |
| 2022-06-21 |
Using Embeddings for Exploring and Explaining High-Dimensional Data
Austrian Computer Science Day (invited talk) |
Klosterneuburg, Austria |
| 2022-01-19 |
Injecting Life into Visualizations for Biomedical Research
Pistoia Alliance Data Visualization for the Life Sciences Symposium (invited talk) |
virtual event |
| 2021-10-13 |
Injecting Life into Visualizations for Biomedical Research
ISCB Academy Webinar Series (invited talk) |
virtual event |
| 2021-10-04 |
Collaborating with Domain Experts
Dagstuhl Seminar on Visualization of Biological Data (panel talk) |
hybrid event |
| 2021-06-02 |
Telling Stories Through Embeddings
Bayer XAI Community (invited talk) |
virtual event |
| 2021-05-21 |
Visual Exploration of Patterns and Relationships in Low-Dimensional Embeddings
Bio+Med+Vis Spring School (invited talk) |
virtual event |
| 2020-11-26 |
Telling Stories with Projections
Data Stories Symposium (invited talk) |
virtual event |
| 2020-05-04 |
Leveraging Provenance for Storytelling, Reproducibility, and Meta-Analysisn
Central European Seminar on Computer Graphics (CESCG) (keynote address) |
virtual event |
| 2020-02-12 |
Visual Data Science & Explainable AI
Bayer Data Science Summit 2020 (keynote address) |
Leverkusen, Germany |
| 2019-12-10 |
Explainable AI: Visualizing Complex Algorithms and Machine Learning Models
JKU LIT OIC Breakfast Briefing (invited talk) |
Linz, Austria |
| 2019-11-14 |
Visual Analysis of Heterogeneous Biomolecular Data
Lecture Series: Modern Concepts in Structural Biology, University of Vienna (invited talk) |
Vienna, Austria |
| 2019-09-17 |
Visualization & Explainable AI
Meetup: Art meets Science (invited talk) |
Berlin, Germany |
| 2019-09-17 |
Visual Data Science & Explainable AI
Bayer (invited talk) |
Berlin, Germany |
| 2019-06-03 |
Trust Me, I am a Visualization
EuroVis Workshop on Trustworthy Visualization (TrustVis) (keynote address) |
Porto, Portugal |
| 2019-01-08 |
Visual Data Science: Daten sehen, Daten verstehen
Johannes Kepler University Linz (inaugural lecture) |
Linz, Austria |
| 2018-07-12 |
Leveraging Provenance for Storytelling, Reproducibility, and Recall
SCI Seminar, University of Utah (invited talk) |
Salt Lake City, UT, USA |
| 2018-06-13 |
Multi-Dimensional Data Vis in Drug Discovery: From Target Identification to Validation
EMBL EBI Industry Programme Workshop: Innovations in Data Visualisation for Drug Discovery (invited talk) |
Cambridge, UK |
| 2018-05-03 |
Human-Interpretable AI
Collaboration Kick-off JKU Linz and Imperial College London funded by State of Upper Austria (invited talk) |
London, UK |
| 2018-04-16 |
Collaborations between VIS / Bioinformatics / BIO Communities
Dagstuhl Seminar on Visualization of Biological Data - Crossroads (invited talk) |
Dagstuhl, Germany |
| 2018-03-16 |
Leveraging Provenance for Storytelling, Reproducibility, and Recall
GRIS Kolloquium, TU Darmstadt (invited talk) |
Darmstadt, Germany |
| 2018-03-14 |
Leveraging Provenance for Storytelling, Reproducibility, and Recall
University of Groningen (invited talk) |
Groningen, Netherlands |
| 2018-03-07 |
Injecting Life into Visualizations for Biomedical Research
Open Insights Seminar Series, Harvard Medical School (invited talk) |
Cambridge, MA, USA |
| 2018-03-06 |
Interactive Exploration of Structured Data, Large (Biomedical) Graphs, and Black Box Models
Visual AI Lab, IBM Research (invited talk) |
Cambridge, MA, USA |
| 2018-01-23 |
Collaborating with Domain Experts
Dagstuhl Seminar on Foundations of Data Visualization (invited talk) |
Dagstuhl, Germany |
| 2017-11-27 |
Leveraging Provenance for Storytelling, Reproducibility, and Recall
VRVis Forum (invited talk) |
Vienna, Austria |
| 2017-08-23 |
Visualization for Decision Making: Going (Far) Beyond Static Plots
GSK Visualisation Day (keynote address) |
Stevenage, UK |
| 2017-04-20 |
From Visual Exploration of Biomedical Data to Storytelling and Back Again
3rd BiVi (Biological Visualisation Community) Annual Meeting (keynote address) |
Edinburgh, UK |
| 2017-02-27 |
From Visual Exploration to Storytelling and Back Again
Visual Computing Center, King Abdullah University of Science & Technology (KAUST) (invited talk) |
Thuwal, Saudi Arabia |
| 2017-02-23 |
Daten sehen - Krebs verstehen. Mit Big Data-Analyse und Visualisierung dem Krebs auf der Spur
JKU Next Generation Talk Series, Ars Electronica Center (keynote address) |
Linz, Austria |
| 2016-10-20 |
Searching for a Needle in a Data Stack: How Visualization Helps to Understand Biomedical Data
Austrian Computer Science Day (keynote address) |
Linz, Austria |
| 2016-10-17 |
Interactive Data Exploration: Going (Far) Beyond Static Plots
Boehringer Ingelheim, Regional Center Vienna (invited talk) |
Vienna, Austria |
| 2016-10-13 |
TourGuide - Navigation System for Capturing and Analyzing Complex Clinical Data
DIGITAL MEDTECH (invited talk) |
Linz, Austria |
| 2016-10-07 |
From Visual Exploration to Storytelling and Back Again
Institute of Computer Graphics and Algorithms, TU Wien (invited talk) |
Vienna, Austria |
| 2016-10-04 |
Integrated Visual Analysis for DataDriven Sciences
Habilitation Colloquium (habilitation defense) |
Linz, Austria |
| 2016-06-14 |
How Visualization Helps to Understand Biomedical Data
Boehringer Ingelheim Global Computational Biology Retreat (keynote address) |
Mainz, Germany |
| 2016-06-07 |
Leveraging Provenance for Storytelling and Reproducibility
EuroRV3 Workshop (invited talk) |
Groningen, Netherlands |
| 2016-03-24 |
Searching for a Needle in a Data Stack: How Visualization Helps to Understand Biomedical Data
Meetup: Vitamin D3 (.js) – Injecting Life into Visualizations for Biomedical Research (invited talk) |
Berlin, Germany |
| 2016-03-10 |
Integrated Visual Analysis for Data‐Driven Sciences
IST Austria (invited talk) |
Klosterneuburg, Austria |
| 2016-02-03 |
TourGuide - Navigation System for Capturing and Analyzing Complex Clinical Data
Kepler University Clinic Tumor Center Conference (invited talk) |
Linz, Austria |
| 2015-11-24 |
Visual Analysis of Large and Heterogeneous Biological Data
Data Visualization for Biology Workshop (invited talk) |
Leuven, Belgium |
| 2015-07-07 |
Extracting, Comparing, and Manipulating Subsets Across Tabular Data
Virtual Reality and Visualization Research Group, Bauhaus University Weimar (invited talk) |
Weimar, Germany |
| 2015-06-19 |
Visual Analysis of Heterogeneous Biomolecular Data
Medical University of Vienna, Dept. of Vascular Biology and Thrombosis Research (invited talk) |
Vienna, Austria |
| 2015-06-10 |
Searching for a Needle in a Data Stack: How Visualization Helps to Understand Data
40th Anniversary Celebration of the Austrian Computer Society (invited talk) |
Vienna, Austria |
| 2015-05-13 |
Extracting, Comparing, and Manipulating Subsets Across Tabular Data
giCentre, City University London (invited talk) |
London, UK |
| 2015-05-12 |
Visual Analysis of Heterogeneous Biomolecular Data
Biomedical Image Analysis Group, Imperial College London (invited talk) |
London, UK |
| 2015-02-12 |
Extracting, Comparing, and Manipulating Subsets Across Tabular Data
VDA Colloquium, University of Vienna (invited talk) |
Vienna, Austria |
| 2014-11-25 |
Visual Analysis of Heterogeneous Molecular Data with Caleydo
VIB Training Course on Biological Data Visualization - the art of presenting data (keynote address) |
Ghent, Belgium |
| 2014-11-18 |
Visual Data Science
Pro2Future Workshop: Towards a Competence Center on Products and Production of the Future in Upper Austria (invited talk) |
Linz, Austria |
| 2014-09-24 |
Visualizing Heterogeneous, Multi-Dimensional Data
Computer Science and Artificial Intelligence Laboratory (CSAIL), MIT (invited talk) |
Cambridge, MA, USA |
| 2014-07-12 |
Fundamentals of Visualizing Biological Data
Symposium on Biological Data Visualization (BioVis) (primer talk) |
Boston, MA, USA |
| 2014-07-08 |
Visual Analysis of Tabular Data Subsets
School of Engineering and Applied Sciences (SEAS), Harvard University (invited talk) |
Cambridge, MA, USA |
| 2014-05-23 |
Visual Analysis of Heterogeneous Data for Molecular Biology
MedViz Seminar (invited talk) |
Bergen, Norway |
| 2014-02-18 |
Suche nach der Nadel im Genhaufen: Wie Visualisierung hilft, Krebs zu verstehen
JKU Zukunft der Forschung (invited talk) |
Linz, Austria |
| 2014-03-09 |
What comes first? Visual Analysis of Multi-Attribute Rankings
VRVis Forum (invited talk) |
Vienna, Austria |
| 2013-09-11 |
Visualizing Biomolecular Data
Summer School on Bioinformatics, Biomedicine, and Cloud Computing (invited talk) |
Malaga, Spain |
| 2013-03-22 |
Visual Cancer Subtype Analysis
Symposium on Understanding Cancer Genomics through Information Visualization at Tokyo University (keynote address) |
Tokyo ,Japan |
| 2012-09-14 |
Visual Cancer Subtype Analysis
Center for Biomedical Informatics (CBMI), Harvard Medical School (invited talk) |
Boston, MA |
| 2012-06-25 |
Caleydo - Visualization for Molecular Biology
Media Interaction Lab, University of Applied Sciences Upper Austria (invited talk) |
Hagenberg, Austria |
| 2012-04-08 |
Caleydo - Visualization for Molecular Biology
CHIPS Network organized by Johnson & Johnson (invited talk) |
remote |
| 2012-01-24 |
Visual Analysis of Heterogeneous Data
Image and Signal Processing Group, University of Leipzig (invited talk) |
Leipzig, Germany |
| 2012-01-13 |
Visual Analysis of Heterogeneous Data
Institute of Computer Graphics and Algorithms, Vienna University of Technology (invited talk) |
Vienna, Austria |
| 2011-11-24 |
Visualization of Biomolecular Data
Institute of Bioinformatics, Johannes Kepler University Linz (invited talk) |
Linz, Austria |
| 2011-27-10 |
Model-Driven Design for the Visual Analysis of Heterogeneous Data
IEEE VisWeek, Special TVCG Session (Paper Presentation) |
Providence, RI, USA |
| 2011-05-19 |
Visual Support for Heterogeneous Analysis Scenarios
Workshop on Trends in Visual Computing and Visual Analysis (Panelist) |
Kühlungsborn, Germany |
| 2011-04-13 |
Guided Visual Analysis of Heterogeneous Data
PhD Defense () |
Graz, Austria |
| 2011-03-03 |
Collaborative Information Linking: Bridging Knowledge Gaps between Users by Linking across Applications
IEEE Pacific Visualization Symposium (PacificVis 2011) (paper presentation) |
Hong Kong, China |
| 2010-09-21 |
Caleydo: Visual Analysis of Biomolecular Data
MRC Laboratory of Molecular Biology (LMB) (invited talk) |
Cambridge, UK |
| 2010-09-20 |
Caleydo: Visual Analysis of Biomolecular Data
European BioInformatics Institute (EBI) (invited talk) |
Cambridge, UK |
| 2010-07-01 |
Caleydo: Visual Analysis of Biomolecular Data
Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM) (invited talk) |
Leipzig, Germany |
| 2010-03-11 |
Caleydo and Visual Links
VRVis Research Company (invited talk) |
Vienna, Austria |
| 2009-10-11 |
Towards Multi-User Multi-Level Interaction
CoVIS Workshop on Collaborative Visualization on Interactive Surfaces (IEEE VisWeek) (paper presentation) |
Atlantic City, NJ, USA |
| 2009-07-08 |
Connecting Genes With Diseases - A Holistic Approach
Research Training Group dIEM oSiRiS (invited talk) |
Rostock, Germany |
| 2009-07-07 |
Caleydo Project Overview
Visual Computing and Computer Graphics Department, University of Rostock (invited talk) |
Rostock, Germany |
| 2009-06-20 |
Gaze-Based Focus Adaption in an Information Visualization System
Computer Graphics and Visualization and Image Processing 2009 Conference (CGVCVIP) (paper presentation) |
Algarve, Portugal |
| 2009-02-26 |
Caleydo: Visualization of Gene Expression Data in the Context of Biological Processes
AUVA Research Center for Traumatology (invited talk) |
Graz, Austria |
| 2008-10-01 |
Experiences of a Graduate
Welcome Day at the Graz University of Technology (invited talk) |
Graz, Austria |
| 2008-07-10 |
Novel InfoVis Techniques Applied to Pathways and Gene Expression Data
Institute for Genomics and Bioinformatics, Graz University of Technology (invited talk) |
Graz, Austria |
| 2008-05-27 |
Navigation and Exploration of Interconnected Pathways
EuroVis Conference (paper presentation) |
Eindhoven, Netherlands |
| 2008-03-27 |
Experiences of a Graduate
Open House at the Graz University of Technology (invited talk) |
Graz, Austria |
| 2008-10-11 |
Experiences of a Graduate
Open House at the Graz University of Technology (invited talk) |
Graz, Austria |
| 2007-04-23 |
Interactive Visualization of Complex Graphs
Central European Seminar on Computer Graphics (CESCG) (paper presentation) |
Budmerice, Slovakia |
Teaching
Courses
Courses at Johannes Kepler University Linz
|
|
|
| since 2012 |
Information Visualization |
Lecture and lab |
| since 2012 |
Visual Analytics |
Lecture and lab |
| since 2020 |
Explainable AI |
Lecture and lab |
| since 2023 |
Special Topcis: Visual Data Science Journal Club |
Seminar |
| since 2012 |
Accompanying Courses for PhD, Master and Bachelor Students |
Seminar |
| 2012 - 2021 |
Computer Graphics |
Lab |
| 2013 |
Visual Computing for Virtual Anatomy |
Lecture (together with Oliver Bimber and Franz Fellner) |
Courses at Harvard University
|
|
|
| 2014 |
Data Science (CS 109) |
Lecture (visualization part) |
Courses at Imperial College London
|
|
|
| 2016 - 2023 |
Visualisation (BUSI97273) |
Lecture and lab (together with Andy Kirk, Ryo Sarkai) |
| 2019 - 2023 |
Visualisation (BS2307) |
Lecture and lab (online module) |
Courses at Salzburg University of Applied Sciences
|
|
|
| 2013 - 2018 |
Visual Analytics |
Lecture and lab (bi-yearly) |
| 2012 - 2014 |
Computer Graphics |
Lecture and lab |
Courses at Graz University of Technology
|
|
|
| 2009 - 2011 |
Selected Topics Computer Graphics: Visualization |
Lecture and lab |
| 2009 - 2011 |
Computer Graphics 1 |
Lab |
| 2009 - 2011 |
Computer Graphics 2 |
Lab |
| 2009 - 2011 |
Distributed Systems |
Lab |
| 2009 - 2011 |
Accompanying Courses for Project Students: Introduction to Scientific Work, Presentation Techniques |
Lecture and lab |
| 2008 - 2010 |
Real-Time Graphics |
Lab |
| 2007 - 2010 |
Virtual Reality |
Lab |
Tutorials and Guest Lectures
|
|
|
| 2019-10-20 |
Visualizing Multivariate Networks
Half-day Tutorial at IEEE VIS'19
, held together with Carolina Norbre and Alexander Lex
|
Vancouver, Canada |
| 2015-10-09 |
Creating Data Visualisations
3rd BiVi (Biological Visualisation Community) Annual Meeting
, held together with Jan Aerts
|
Edinburgh, UK |
| 2015-10-09 |
Data Visualization and Analysis
Smart Production Qualification Network funded by the Austrian Research Promotion Agency (FFG)
|
Hagenberg, Austria |
| 2015-08-21 |
Visualization & Visual Analytics
International Summer School on Visual Computing organized by Fraunhofer IGD
|
Rostock, Germany |
| 2015-05-19 |
Biological Data Visualization
Guest Lecture at Visualization Course, University of Vienna
|
Vienna, Austria |
| 2013-02-21 |
Cancer Data Analysis with Caleydo StratomeX and enRoute
Symposium on Understanding Cancer Genomics through Information Visualization at Tokyo University
, held together with Alexander Lex
|
Tokyo, Japan |
| 2012-10-15 |
Connecting the Dots - Showing Relationships in Data and Beyond
Half-day Tutorial at IEEE VisWeek'12
, held together with Hans-Jörg Schulz and Alexander Lex
|
Seattle, WA, USA |
| 2012-01-23 |
Visual Linking in Information Visualization and Beyond
Guest Lecture at Visualization Course, Rostock University
, held together with Hans-Jörg Schulz
|
Rostock, Germany |
PhD Students
|
|
|
|
| Since 2024-06 |
Amal Alnouri |
Explainable AI (working title) |
| Since 2021-12 |
Christian Steinparz |
Explainable AI (working title) |
| Since 2019-10 |
Conny Walchshofer |
Understanding User Behavior and Adoption of Visual Analysis Systems |
| Since 2018-11 |
Klaus Eckelt |
Visualizing Differences: Interactive Exploration and Comparison of High-Dimensional Data Sets |
| 2020-10 - 2024-10 |
Christina Humer |
Human-Centered Techniques to Foster Trust Calibration and Understanding of Machine Learning Models |
| 2019-10 - 2024-10 |
Vaishali Dhanoa |
From Analysis to Communication: Supporting Users in Understanding Complex Spreadsheets and Dashboards |
| 2019-02 - 2023-07 |
Patrick Adelberger |
Visual Cohort Analysis (discontinued) |
| 2019-01 - 2022-11 |
Andreas Hinterreiter |
Visual Explanations of High-dimensional and Temporal Processes |
| 2013-11 - 2018-04 |
Holger Stitz |
Interactive Focus+Context Analysis of Time-Series and Provenance Data |
| 2012-06 - 2018-12 |
Christian Partl |
Visual Integration of Heterogeneous Data and Its Representations |
| 2012-11 - 2017-04 |
Samuel Gratzl |
Visually Guiding Users in Selection, Exploration, and Presentation Tasks |
Services & Awards
Awards and Scholarships
|
|
| 2023 |
Best Submission Award at Workshop on Visualization for AI Explainability (VISxAI'23) |
| 2020 |
Best Paper Award at International Workshop on Interpretability of Machine Intelligence in Medical Image Computing (iMIMIC’2020) |
| 2020 |
Linzer Unternehmer des Jahres in the category 'Jungunternehmen/Start-Up' awarded by the city of Linz |
| 2020 |
Jungunternehmerpreis 2020 in the category 'Raketenstarter' awarded by the Junge Wirtschaft ÖO |
| 2020 |
Pegasus Award 2nd place in the category 'Leuchttürme' awarded by the Oberösterreichischen Nachrichten |
| 2019 |
Hottest International Start-up Award awarded by the Upper Austria Economic Chamber (WKO OÖ) |
| 2019 |
Edison Award in the special category digitalization |
| 2019 |
Edison Award in silver in the main category technology-oriented ideas |
| 2017 |
Best Poster Award at IEEE Conference on Visual Analytics Science and Technology (VAST’17) |
| 2016 |
Honorable Mention Paper Award (top 3 of 183 submissions) at Eurographics Conference on Visualization (EuroVis'16) |
| 2015 |
Human Technology Interface Award granted by the State of Styria |
| 2015 |
Outstanding Achievements in Teaching Award granted by the State of Upper Austria |
| 2015 |
Best Poster Award (of 81 submissions) at IEEE Information Visualization Conference (InfoVis'15) |
| 2015 |
Honorable Mention Poster Award (top 4 of 81 submissions) at IEEE Information Visualization Conference (InfoVis'15) |
| 2014 |
Fulbright Scholarship for Research and Lecturing at Harvard University |
| 2014 |
Honorable Mention Paper Award (top 3 / 196 submissions) at IEEE Information Visualization Conference (InfoVis'14) |
| 2014 |
Honorable Mention Paper Award (top 5% / 3200 submissions) at ACM SIGCHI Conference on Human Factors in Computing Systems (CHI'14) |
| 2013 |
Best Paper Award (of 152 submissions) at IEEE Information Visualization Conference (InfoVis'13) |
| 2012 |
Best Paper Award (of 32 submissions) at IEEE Symposium on Biological Data Visualization (BioVis'12) |
| 2012 |
3rd Best Paper Award (of 202 submissions) at Eurographics Conference on Visualization (EuroVis'12) |
| 2011 |
Best Paper Award (of 172 submissions) at IEEE Information Visualization Conference (InfoVis'11) |
| 2010 |
Best Student Paper Award at ACM Graphics Interface (GI'10) |
| 2009 |
Scholarship for short time academic research and expert courses abroad (KUWI) granted by Graz University of Technology |
| 2006 |
Award for excellent performance as a student (Leistungsstipendium) granted by the Faculty of Computer Science, Graz University of Technology |
| 2006 |
Research grant for students (Förderstipendium) awarded by the Faculty of Computer Science, Graz University of Technology |
Editorial and Committee Functions
|
|
| 2024 |
Program Committee, IEEE Pacific Visualization Symposium |
| 2024, 2021, 2017 - 2019, 2013 - 2015 |
Program Committee, EuroVis Workshop on Visual Analytics (EuroVA) |
| 2024, 2014 - 2018 |
Program Committee, Eurographics Conference on Visualization Short Papers (EuroVis Short Papers) |
| 2024 |
Best Reviewer Award Committee, EuroVis 2024 |
| 2017 - 2024 |
Strategy & Programme Board, FFG Pro2Future COMET K1-Centre |
| 2023 - 2027 |
Advisory Board, FFG Project TrustAI |
| 2018 - 2024 |
Steering Committee, Symposium on Biological Data Visualization (BioVis) |
| 2023 |
Co-Organizer, Dagstuhl Seminar on Human-Centered Approaches for Provenance in Automated Data Science (202206009) |
| 2023 |
Best Abstract Award Committee, BioVis@ISMB 2023 |
| 2023 |
Visualization Dissertation Award Committee, VGTC |
| 2022 |
Program Committee, IEEE VIS 2022 Workshop on Visualization in Biomedical AI |
| 2021 |
Organizer, ProvViz Workshop part of the ProvenanceWeek 2021 |
| 2017 - 2020 |
Steering Committee, Visualization in Data Science (VDS) |
| 2020 |
1. Linzer Informatiktag |
| 2015 - 2017 |
Guest Editor, BMC Bioinformatics, Special Issue on Highlights from the Symposium on Biological Data Visualization |
| 2013 |
Guest Editor, IEEE Computer, Special Issue on Visual Analytics |
| 2017 - 2018 |
Organizing Committee: General Chair, Symposium on Biological Data Visualization (BioVis) |
| 2017 - 2018 |
Organizing Committee: Doctoral Colloquium, IEEE Conference on Information Visualization (InfoVis) |
| 2017 |
Organizing Committee: Workshop Chair, BioVis Challenges Workshop @ IEEE VIS |
| 2016 |
Organizing Committee: General Chair, Visualization in Data Science (VDS) |
| 2016 |
Organizing Committee: Paper Chair, IEEE Symposium on Biological Data Visualization (BioVis) |
| 2016 |
Organizing Committee: Meetups Chair, IEEE Conference on Information Visualization (InfoVis) |
| 2015 |
Organizing Committee: Program Chair, Visualization in Data Science (VDS) |
| 2015 |
Organizing Committee: Publication Chair, Symposium on Biological Data Visualization (BioVis) |
| 2014 |
Organizing Committee: Poster Chair, IEEE Symposium on Biological Data Visualization (BioVis) |
| 2012 - 2013 |
Organizing Committee: Website Chair, IEEE Symposium on Biological Data Visualization (BioVis) |
| 2017, 2013 - 2015 |
Program Committee, IEEE Conference on Information Visualization (InfoVis) |
| 2019 |
Program Committee, IEEE Conference on Visual Analytics Science and Technology (VAST) |
| 2019, 2014 - 2016 |
Program Committee, Eurographics Conference on Visualization (EuroVis) |
| 2019 - 2021 |
Program Committee, Workshop on Molecular Graphics and Visual Analysis of Molecular Data (MolVA) |
| 2019 |
Program Committee, Process Management in Digital Production (DiPro) |
| 2014 - 2015 |
Program Committee, Conference on Cognitive Computing and Data-driven Business (i-KNOW) |
| 2017 - 2018, 2014 - 2015 |
Program Committee, Conference on Information Visualization Theory and Applications (IVAPP) |
| 2012 - 2014 |
Program Committee, IEEE Symposium on Biological Data Visualization (BioVis) |
| 2021, 2020, 2017, 2015, 2014, 2012 |
Program Committee, Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM) |
| 2010 - 2015 |
Program Committee, Central European Seminar on Computer Graphics (CESCG) |
| 2012 - 2013 |
Program Committee, DATA 2012 ICETE, Special Session HCI-KDD in Computational Sciences |
| 2013 |
Program Committee, Conference on Intelligent Systems for Molecular Biology (ISMB) |
| 2010 - 2012 |
Program Committee, Conference on Information Visualisation (IV) |
| 2020 |
Program Committee, Workshop on Molecular Graphics and Visual Analysis of Molecular Data (MolVA) |
| 2017 |
Expert Team, JKU Linz Institute of Technology |
| 2024, 2022 |
Best Paper Committee, IEEE Pacific Visualization Symposium |
| 2018 |
Best Paper Committee, IEEE Cofnference on Information Visualization (InfoVis) |
| 2016 |
Best Poster Committee, IEEE Conference on Information Visualization (InfoVis) |
| 2015 |
External Thesis Reviewer, Bauhaus University Weimar |
| 2014 |
Habilitation Committee, Johannes Kepler University Linz |
| 2017 - 2018, 2013 |
Best Poster Judge, Biological Data Visualization (BioVis) |
Reviewing
|
|
| 2024, 2010 - 2018 |
Eurographics Conference on Visualization (EuroVis) |
| 2024, 2014 |
ACM SIGCHI Conference on Human Factors in Computing Systems (CHI) |
| 2024, 2012 - 2013 |
IEEE Pacific Visualization Symposium (PacificVis) |
| 2023 |
EuroVis State-of-the-Art Reports |
| 2021 |
Carl-Zeiss-Stiftung - Förderprogramm "Durchbrüche" für Universitäten |
| 2012 - 2022 |
IEEE Transactions on Visualization and Computer Graphics (TVCG) |
| 2022 |
IEEE Workshop on Visualization in BioMedical AI |
| 2021 - 2022, 2018, 2015, 2013 |
Eurographics Computer Graphics Forum (CGF) |
| 2021, 2017 - 2018, 2013 - 2015 |
EuroVis Workshop on Visual Analytics (EuroVA) |
| 2020 - 2021, 2017, 2014, 2012 |
Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM) |
| 2020 - 2021 |
IEEE Workshop on Machine Learning from User Interactions for Visualization and Analytics (MLUI) |
| 2020 - 2021, 2010 - 2018 |
IEEE Conference on Information Visualization (InfoVis) |
| 2020 |
ACM Transactions on Interactive Intelligent Systems (TiiS) |
| 2020 |
EuroVis Workshop on Molecular Graphics and Visual Analysis of Molecular Data (MolVA) |
| 2020, 2010 - 2012 |
IEEE Conference on Visual Analytics Science and Technology (VAST) |
| 2013 - 2018 |
International Conference on Information Visualization Theory and Applications (IVAPP) |
| 2017 - 2018, 2009 - 2013 |
Oxford Bioinformatics |
| 2017 |
Forum Media Technology (FMT) |
| 2016 |
European Research Council (ERC) Consolidator Grant |
| 2016 |
Transactions on Multimedia |
| 2015 |
German Research Foundation (DFG) |
| 2010 - 2014 |
Central European Seminar on Computer Graphics (CESCG) |
| 2012 - 2014 |
IEEE Symposium on Biological Data Visualization (BioVis) |
| 2014, 2010 |
Austrian Academy of Sciences (Österreichische Akademie der Wissenschaften) |
| 2014 |
Austrian Computer Society (Österreichische Computer Gesellschaft) |
| 2014 |
Computer Graphics & Applications (CG&A) |
| 2014 |
BMC Bioinformatics |
| 2013 |
IEEE Computer |
| 2013 |
Elsevier Journal of Computers & Graphics (C&G) |
| 2013 |
International Conference on Human Factors in Computing & Informatics (SouthCHI) |
| 2012, 2009 |
Conference on Information Visualisation |
| 2012 |
Research Foundation Flanders (FWO) |
| 2011 |
Sage Information Visualization Journal |
| 2011 |
IEEE VisWeek Posters |
| 2010 |
IEEE Virtual Reality Conference (VR) |
| 2010 |
ACM Interactive Tabletops and Surfaces (ITS) |
| 2010 |
IEEE Visual Analytics (VAST) Challenge |
Memberships in Professional Societies and Interest Groups
|
|
| Austrian Computer Society (Österreichische Computer Gesellschaft) |
| Gesellschaft für Informatik - Fachgruppe Visualisierung (VIS) |
| Eurographics Association |
