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ORCIDMarc Streit
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- affiliation: Johannes Kepler University Linz, Austria
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2020 – today
- 2024
[j51]Benedikt Leichtmann
, Andreas P. Hinterreiter, Christina Humer, Marc Streit, Martina Mara:
Explainable Artificial Intelligence Improves Human Decision-Making: Results from a Mushroom Picking Experiment at a Public Art Festival. Int. J. Hum. Comput. Interact. 40(17): 4787-4804 (2024)- [j50]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. J. Cheminformatics 16(1): 51 (2024) - [j49]Christina Humer, Andreas P. Hinterreiter, Benedikt Leichtmann, Martina Mara, Marc Streit:
Reassuring, Misleading, Debunking: Comparing Effects of XAI Methods on Human Decisions. ACM Trans. Interact. Intell. Syst. 14(3): 16:1-16:36 (2024) - [j48]Conny Walchshofer, Vaishali Dhanoa, Marc Streit, Miriah Meyer:
Transitioning to a Commercial Dashboarding System: Socio-Technical Observations and Opportunities. IEEE Trans. Vis. Comput. Graph. 30(1): 381-391 (2024) - [j47]Anna Scimone, Klaus Eckelt, Marc Streit, Andreas P. Hinterreiter:
Marjorie: Visualizing Type 1 Diabetes Data to Support Pattern Exploration. IEEE Trans. Vis. Comput. Graph. 30(1): 1216-1226 (2024) - [j46]Christina Stoiber, Daniela Moitzi, Holger Stitz, Florian Grassinger, Anto Silviya Geo Prakash, Dominic Girardi, Marc Streit, Wolfgang Aigner:
VisAhoi: Towards a library to generate and integrate visualization onboarding using high-level visualization grammars. Vis. Informatics 8(1): 1-17 (2024) - [c21]Karin Breckner, Thomas Neumayr, Marc Streit, Mirjam Augstein:
Personalized Complementarity in Human-AI Collaboration. MuC (Workshopband) 2024 - 2023
- [j45]Andreas P. Hinterreiter, Christina Humer, Bernhard Kainz, Marc Streit:
ParaDime: A Framework for Parametric Dimensionality Reduction. Comput. Graph. Forum 42(3): 337-348 (2023) - [j44]Benedikt Leichtmann, Christina Humer, Andreas P. Hinterreiter, Marc Streit, Martina Mara:
Effects of Explainable Artificial Intelligence on trust and human behavior in a high-risk decision task. Comput. Hum. Behav. 139: 107539 (2023) - [j43]Vaishali Dhanoa, Conny Walchshofer, Andreas P. Hinterreiter, Eduard Gröller, Marc Streit:
Fuzzy Spreadsheet: Understanding and Exploring Uncertainties in Tabular Calculations. IEEE Trans. Vis. Comput. Graph. 29(2): 1463-1477 (2023) - [j42]Klaus Eckelt, Andreas P. Hinterreiter, Patrick Adelberger, Conny Walchshofer, Vaishali Dhanoa, Christina Humer, Moritz Heckmann, Christian Alexander Steinparz, Marc Streit:
Visual Exploration of Relationships and Structure in Low-Dimensional Embeddings. IEEE Trans. Vis. Comput. Graph. 29(7): 3312-3326 (2023) - [j41]Conny Walchshofer, Andreas P. Hinterreiter, Kai Xu, Holger Stitz, Marc Streit:
Provectories: Embedding-Based Analysis of Interaction Provenance Data. IEEE Trans. Vis. Comput. Graph. 29(12): 4816-4831 (2023) - [c20]Christian Alexander Steinparz, Thomas Mitterlehner, Bernhard Praher, Klaus Straka, Holger Stitz, Marc Streit:
Visualizing and monitoring the process of injection molding. Visualization and Data Analysis 2023: 1-7 - [c19]Christian Alexander Steinparz, Andreas P. Hinterreiter, Marc Streit:
Visualizing Pairwise Feature Interactions in Neural Additive Models. EuroVis (Posters) 2023: 97-99 - [i13]Christina Stoiber, Daniela Moitzi, Holger Stitz, Florian Grassinger, Anto Silviya Geo Prakash, Dominic Girardi, Marc Streit, Wolfgang Aigner:
VisAhoi: Towards a Library to Generate and Integrate Visualization Onboarding Using High-level Visualization Grammars. CoRR abs/2308.16559 (2023) - [i12]Anamaria Crisan, Lars Kotthoff, Marc Streit, Kai Xu:
Human-Centered Approaches for Provenance in Automated Data Science (Dagstuhl Seminar 23372). Dagstuhl Reports 13(9): 116-136 (2023) - 2022
- [j40]Vaishali Dhanoa, Conny Walchshofer, Andreas P. Hinterreiter, Holger Stitz, M. Eduard Gröller, Marc Streit:
A Process Model for Dashboard Onboarding. Comput. Graph. Forum 41(3): 501-513 (2022) - [j39]Christina Humer, Henry Heberle, Floriane Montanari, Thomas Wolf, Florian Huber, Ryan Henderson, Julian Heinrich, Marc Streit:
ChemInformatics Model Explorer (CIME): exploratory analysis of chemical model explanations. J. Cheminformatics 14(1): 21 (2022) - [j38]Andreas P. 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 Trans. Vis. Comput. Graph. 28(2): 1222-1236 (2022) - [j37]Christina Stoiber, Davide Ceneda, Markus Wagner, Victor Schetinger, Theresia Gschwandtner, Marc Streit, Silvia Miksch, Wolfgang Aigner:
Perspectives of visualization onboarding and guidance in VA. Vis. Informatics 6(1): 68-83 (2022) - [j36]Christina Stoiber, Conny Walchshofer, Margit Pohl, Benjamin Potzmann, Florian Grassinger, Holger Stitz, Marc Streit, Wolfgang Aigner:
Comparative evaluations of visualization onboarding methods. Vis. Informatics 6(4): 34-50 (2022) - [c18]Christina Humer, Mohamed Elharty, Andreas P. Hinterreiter, Marc Streit:
Interactive Attribution-based Explanations for Image Segmentation. EuroVis (Posters) 2022: 99-101 - [p3]Tobias Schreck, Belgin Mutlu, Marc Streit:
Visual Data Science for Industrial Applications. Digital Transformation 2022: 447-471 - [i11]Christina Stoiber, Davide Ceneda, Markus Wagner, Victor Schetinger, Theresia Gschwandtner, Marc Streit, Silvia Miksch, Wolfgang Aigner:
Perspectives of Visualization Onboarding and Guidance in VA. CoRR abs/2202.02038 (2022) - [i10]Christina Stoiber, Markus Wagner, Florian Grassinger, Margit Pohl, Holger Stitz, Marc Streit, Benjamin Potzmann, Wolfgang Aigner:
Visualization Onboarding Grounded in Educational Theories. CoRR abs/2203.11134 (2022) - [i9]Christina Stoiber, Conny Walchshofer, Margit Pohl, Benjamin Potzmann, Florian Grassinger, Holger Stitz, Marc Streit, Wolfgang Aigner:
Comparative Evaluations of Visualization Onboarding Methods. CoRR abs/2203.15418 (2022) - [i8]Andreas P. Hinterreiter, Christina Humer, Bernhard Kainz, Marc Streit:
ParaDime: A Framework for Parametric Dimensionality Reduction. CoRR abs/2210.04582 (2022) - 2021
- [j35]Patrick Adelberger, Klaus Eckelt, Markus J. Bauer, Marc Streit, Christian Haslinger, Thomas Zichner:
Coral: a web-based visual analysis tool for creating and characterizing cohorts. Bioinform. 37(23): 4559-4561 (2021) - [j34]Andreas P. Hinterreiter, Christian Alexander Steinparz, Moritz Schöfl, Holger Stitz, Marc Streit:
Projection Path Explorer: Exploring Visual Patterns in Projected Decision-making Paths. ACM Trans. Interact. Intell. Syst. 11(3-4): 22:1-22:29 (2021) - [c17]Upol Ehsan, Philipp Wintersberger, Q. Vera Liao, Martina Mara, Marc Streit, Sandra Wachter, Andreas Riener, Mark O. Riedl:
Operationalizing Human-Centered Perspectives in Explainable AI. CHI Extended Abstracts 2021: 94:1-94:6 - [c16]Christina Stoiber, Conny Walchshofer, Florian Grassinger, Holger Stitz, Marc Streit, Wolfgang Aigner:
Design and Comparative Evaluation of Visualization Onboarding Methods. VINCI 2021: 11:1-11:5 - 2020
- [j33]Juliane Müller, Matthaeus Stoehr, Alexander Oeser, Jan Gaebel, Marc Streit, Andreas Dietz, Steffen Oeltze-Jafra:
A visual approach to explainable computerized clinical decision support. Comput. Graph. 91: 1-11 (2020) - [j32]Kai Xu, Alvitta Ottley, Conny Walchshofer, Marc Streit, Remco Chang, John E. Wenskovitch:
Survey on the Analysis of User Interactions and Visualization Provenance. Comput. Graph. Forum 39(3): 757-783 (2020) - [j31]Davide Ceneda, Natalia V. Andrienko, Gennady L. Andrienko, Theresia Gschwandtner, Silvia Miksch, Nikolaus Piccolotto, Tobias Schreck, Marc Streit, Josef Suschnigg, Christian Tominski:
Guide Me in Analysis: A Framework for Guidance Designers. Comput. Graph. Forum 39(6): 269-288 (2020) - [j30]Katarína Furmanová, Samuel Gratzl, Holger Stitz, Thomas Zichner, Miroslava Jaresová, Alexander Lex, Marc Streit:
Taggle: Combining overview and details in tabular data visualizations. Inf. Vis. 19(2) (2020) - [c15]Andreas P. Hinterreiter, Marc Streit, Bernhard Kainz:
Projective Latent Interventions for Understanding and Fine-Tuning Classifiers. iMIMIC/MIL3ID/LABELS@MICCAI 2020: 13-22 - [c14]Michael Pühringer, Andreas P. Hinterreiter, Marc Streit:
InstanceFlow: Visualizing the Evolution of Classifier Confusion at the Instance Level. IEEE VIS (Short Papers) 2020: 291-295 - [p2]Johanna Beyer, Charles D. Hansen, Mario Hlawitschka, Ingrid Hotz, Barbora Kozlíková, Gerik Scheuermann, Markus Stommel, Marc Streit, Johannes Waschke, Thomas Wischgoll, Yong Wan:
Case Studies for Working with Domain Experts. Foundations of Data Visualization 2020: 255-278 - [p1]Mario Hlawitschka, Gerik Scheuermann, Christian Blecha, Marc Streit, Amitabh Varshney:
Collaborating Successfully with Domain Experts. Foundations of Data Visualization 2020: 285-293 - [i7]Andreas P. Hinterreiter, Christian Alexander Steinparz, Moritz Schöfl, Holger Stitz, Marc Streit:
Exploring Visual Patterns in Projected Human and Machine Decision-Making Paths. CoRR abs/2001.08372 (2020) - [i6]Andreas P. Hinterreiter, Marc Streit, Bernhard Kainz:
Projective Latent Space Decluttering. CoRR abs/2006.12902 (2020) - [i5]Michael Pühringer, Andreas P. Hinterreiter, Marc Streit:
InstanceFlow: Visualizing the Evolution of Classifier Confusion on the Instance Level. CoRR abs/2007.11353 (2020)
2010 – 2019
- 2019
- [j29]Marc Streit, Samuel Gratzl, Holger Stitz, Andreas Wernitznig, Thomas Zichner, Christian Haslinger:
Ordino: a visual cancer analysis tool for ranking and exploring genes, cell lines and tissue samples. Bioinform. 35(17): 3140-3142 (2019) - [j28]Carolina Nobre, Miriah D. Meyer, Marc Streit, Alexander Lex:
The State of the Art in Visualizing Multivariate Networks. Comput. Graph. Forum 38(3): 807-832 (2019) - [j27]Holger Stitz, Samuel Gratzl, Harald Piringer, Thomas Zichner, Marc Streit:
KnowledgePearls: Provenance-Based Visualization Retrieval. IEEE Trans. Vis. Comput. Graph. 25(1): 120-130 (2019) - [j26]Carolina Nobre, Marc Streit, Alexander Lex:
Juniper: A Tree+Table Approach to Multivariate Graph Visualization. IEEE Trans. Vis. Comput. Graph. 25(1): 544-554 (2019) - [c13]Klaus Eckelt, Patrick Adelberger, Thomas Zichner, Andreas Wernitznig, Marc Streit:
TourDino: A Support View for Confirming Patterns in Tabular Data. EuroVA@EuroVis 2019: 7-11 - [c12]Christian Alexander Steinparz, Andreas P. Hinterreiter, Holger Stitz, Marc Streit:
Visualization of Rubik's Cube Solution Algorithms. EuroVA@EuroVis 2019: 19-23 - [i4]Andreas P. Hinterreiter, Peter Ruch, Holger Stitz, Martin Ennemoser, Jürgen Bernard, Hendrik Strobelt, Marc Streit:
ConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion. CoRR abs/1910.00969 (2019) - 2018
- [j25]Christina Niederer, Holger Stitz, Reem Hourieh, Florian Grassinger, Wolfgang Aigner, Marc Streit:
TACO: Visualizing Changes in Tables Over Time. IEEE Trans. Vis. Comput. Graph. 24(1): 677-686 (2018) - [c11]Davide Ceneda, Theresia Gschwandtner, Thorsten May, Silvia Miksch, Marc Streit, Christian Tominski:
Guidance or No Guidance? A Decision Tree Can Help. EuroVA@EuroVis 2018: 19-23 - [c10]Stefan Thalmann, Juergen Mangler, Tobias Schreck, Christian Huemer, Marc Streit, Florian Pauker, Georg Weichhart, Stefan Schulte, Christian Kittl, Christoph Pollak, Matej Vukovic, Gerti Kappel, Milot Gashi, Stefanie Rinderle-Ma, Josef Suschnigg, Nikolina Jekic, Stefanie N. Lindstaedt:
Data Analytics for Industrial Process Improvement A Vision Paper. CBI (2) 2018: 92-96 - [i3]Carolina Nobre, Marc Streit, Alexander Lex:
Juniper: A Tree+Table Approach to Multivariate Graph Visualization. CoRR abs/1804.03261 (2018) - 2017
- [j24]Davide Ceneda, Theresia Gschwandtner, Thorsten May, Silvia Miksch, Hans-Jörg Schulz, Marc Streit, Christian Tominski:
Characterizing Guidance in Visual Analytics. IEEE Trans. Vis. Comput. Graph. 23(1): 111-120 (2017) - [j23]Stephan Pajer, Marc Streit, Thomas Torsney-Weir, Florian Spechtenhauser, Torsten Möller, Harald Piringer:
WeightLifter: Visual Weight Space Exploration for Multi-Criteria Decision Making. IEEE Trans. Vis. Comput. Graph. 23(1): 611-620 (2017) - [i2]Davide Ceneda, Theresia Gschwandtner, Thorsten May, Silvia Miksch, Hans-Jörg Schulz, Marc Streit, Christian Tominski:
Amending the Characterization of Guidance in Visual Analytics. CoRR abs/1710.06615 (2017) - [i1]Katarína Furmanová, Samuel Gratzl, Holger Stitz, Thomas Zichner, Miroslava Jaresová, Martin Ennemoser, Alexander Lex, Marc Streit:
Taggle: Scalable Visualization of Tabular Data through Aggregation. CoRR abs/1712.05944 (2017) - 2016
- [j22]Christian Partl, Samuel Gratzl, Marc Streit, Anne Mai Wassermann, Hanspeter Pfister, Dieter Schmalstieg, Alexander Lex:
Pathfinder: Visual Analysis of Paths in Graphs. Comput. Graph. Forum 35(3): 71-80 (2016) - [j21]Holger Stitz, S. Luger, Marc Streit, Nils Gehlenborg:
AVOCADO: Visualization of Workflow-Derived Data Provenance for Reproducible Biomedical Research. Comput. Graph. Forum 35(3): 481-490 (2016) - [j20]Samuel Gratzl, Alexander Lex, Nils Gehlenborg, Nicola Cosgrove, Marc Streit:
From Visual Exploration to Storytelling and Back Again. Comput. Graph. Forum 35(3): 491-500 (2016) - [j19]Holger Stitz, Samuel Gratzl, Wolfgang Aigner, Marc Streit:
ThermalPlot: Visualizing Multi-Attribute Time-Series Data Using a Thermal Metaphor. IEEE Trans. Vis. Comput. Graph. 22(12): 2594-2607 (2016) - [c9]Reem Hourieh, Holger Stitz, Nils Gehlenborg, Marc Streit:
TaCo: Comparative Visualization of Large Tabular Data. EuroVis (Posters) 2016: 89-91 - 2015
- [j18]Jan Aerts, G. Elisabeta Marai, Kay Nieselt, Cydney B. Nielsen, Marc Streit, Daniel Weiskopf:
Highlights from the 5th Symposium on Biological Data Visualization: Part 1. BMC Bioinform. 16(S11): S1 (2015) - [c8]Holger Stitz, Samuel Gratzl, Michael T. Krieger, Marc Streit:
CloudGazer: A divide-and-conquer approach to monitoring and optimizing cloud-based networks. PacificVis 2015: 175-182 - 2014
- [j17]Marc Streit, Samuel Gratzl, Michael Gillhofer, Andreas Mayr, Andreas Mitterecker, Sepp Hochreiter:
Furby: fuzzy force-directed bicluster visualization. BMC Bioinform. 15(S-6): S4 (2014) - [j16]Cagatay Turkay, Alexander Lex, Marc Streit, Hanspeter Pfister, Helwig Hauser:
Characterizing Cancer Subtypes Using Dual Analysis in Caleydo StratomeX. IEEE Computer Graphics and Applications 34(2): 38-47 (2014) - [j15]Thomas Mühlbacher, Harald Piringer, Samuel Gratzl, Michael Sedlmair, Marc Streit:
Opening the Black Box: Strategies for Increased User Involvement in Existing Algorithm Implementations. IEEE Trans. Vis. Comput. Graph. 20(12): 1643-1652 (2014) - [j14]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 Trans. Vis. Comput. Graph. 20(12): 1883-1892 (2014) - [j13]Samuel Gratzl, Nils Gehlenborg, Alexander Lex, Hanspeter Pfister, Marc Streit:
Domino: Extracting, Comparing, and Manipulating Subsets Across Multiple Tabular Datasets. IEEE Trans. Vis. Comput. Graph. 20(12): 2023-2032 (2014) - [c7]Thomas Geymayer, Markus Steinberger, Alexander Lex, Marc Streit, Dieter Schmalstieg:
Show me the invisible: visualizing hidden content. CHI 2014: 3705-3714 - 2013
- [j12]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 Bioinform. 14(S-19): S3 (2013) - [j11]Marc Streit, Oliver Bimber:
Visual Analytics: Seeking the Unknown. Computer 46(7): 20-21 (2013) - [j10]Samuel Gratzl, Alexander Lex, Nils Gehlenborg, Hanspeter Pfister, Marc Streit:
LineUp: Visual Analysis of Multi-Attribute Rankings. IEEE Trans. Vis. Comput. Graph. 19(12): 2277-2286 (2013) - [j9]Alexander Lex, Christian Partl, Denis Kalkofen, Marc Streit, Samuel Gratzl, Anne Mai Wassermann, Dieter Schmalstieg, Hanspeter Pfister:
Entourage: Visualizing Relationships between Biological Pathways using Contextual Subsets. IEEE Trans. Vis. Comput. Graph. 19(12): 2536-2545 (2013) - 2012
- [j8]Alexander Lex, Marc Streit, Hans-Jörg Schulz, Christian Partl, Dieter Schmalstieg, Peter J. Park, Nils Gehlenborg:
StratomeX: Visual Analysis of Large-Scale Heterogeneous Genomics Data for Cancer Subtype Characterization. Comput. Graph. Forum 31(3pt3): 1175-1184 (2012) - [j7]Rostislav Khlebnikov, Bernhard Kainz, Markus Steinberger, Marc Streit, Dieter Schmalstieg:
Procedural Texture Synthesis for Zoom-Independent Visualization of Multivariate Data. Comput. Graph. Forum 31(3pt4): 1355-1364 (2012) - [j6]Marc Streit, Hans-Jörg Schulz, Alexander Lex, Dieter Schmalstieg, Heidrun Schumann:
Model-Driven Design for the Visual Analysis of Heterogeneous Data. IEEE Trans. Vis. Comput. Graph. 18(6): 998-1010 (2012) - [c6]Christian Partl, Denis Kalkofen, Alexander Lex, Karl Kashofer, Marc Streit, Dieter Schmalstieg:
enRoute: Dynamic path extraction from biological pathway maps for in-depth experimental data analysis. BioVis 2012: 107-114 - [c5]Clemens Holzhüter, Alexander Lex, Dieter Schmalstieg, Hans-Jörg Schulz, Heidrun Schumann, Marc Streit:
Visualizing uncertainty in biological expression data. Visualization and Data Analysis 2012: 82940O - 2011
- [j5]Markus Steinberger, Manuela Waldner, Marc Streit, Alexander Lex, Dieter Schmalstieg:
Context-Preserving Visual Links. IEEE Trans. Vis. Comput. Graph. 17(12): 2249-2258 (2011) - [j4]Alexander Lex, Hans-Jörg Schulz, Marc Streit, Christian Partl, Dieter Schmalstieg:
VisBricks: Multiform Visualization of Large, Inhomogeneous Data. IEEE Trans. Vis. Comput. Graph. 17(12): 2291-2300 (2011) - [c4]Thomas Geymayer, Alexander Lex, Marc Streit, Dieter Schmalstieg:
Visualizing the Effects of Logically Combined Filters. IV 2011: 47-52 - 2010
- [j3]Alexander Lex, Marc Streit, Christian Partl, Karl Kashofer, Dieter Schmalstieg:
Comparative Analysis of Multidimensional, Quantitative Data. IEEE Trans. Vis. Comput. Graph. 16(6): 1027-1035 (2010) - [c3]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. PacificVis 2010: 57-64 - [c2]Manuela Waldner, Werner Puff, Alexander Lex, Marc Streit, Dieter Schmalstieg:
Visual links across applications. Graphics Interface 2010: 129-136
2000 – 2009
- 2009
- [j2]Marc Streit, Alexander Lex, Michael Kalkusch, Kurt Zatloukal, Dieter Schmalstieg:
Caleydo: connecting pathways and gene expression. Bioinform. 25(20): 2760-2761 (2009) - [c1]Heimo Müller, Robert Reihs, Stefan Sauer, Kurt Zatloukal, Marc Streit, Alexander Lex, Bernhard Schlegl, Dieter Schmalstieg:
Connecting Genes with Diseases. IV 2009: 323-330 - 2008
- [j1]Marc Streit, Michael Kalkusch, Karl Kashofer, Dieter Schmalstieg:
Navigation and Exploration of Interconnected Pathways. Comput. Graph. Forum 27(3): 951-958 (2008)
Coauthor Index
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