Dominik Sacha

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 14

Top Venues

IEEE Trans. Vis. Comput. Graph.

Visualization and Data Analysis

EuroVis (Short Papers)

ESANN

University of Konstanz, Germany (PHD)

Education History

University of Konstanz, Germany

PHD

Publications

Dominik Sacha, Matthias Kraus, Daniel A. Keim, Min Chen
VIS4ML: An Ontology for Visual Analytics Assisted Machine Learning. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Dominik Sacha, Matthias Kraus, Jürgen Bernard, Michael Behrisch, Tobias Schreck, Yuki Asano, Daniel A. Keim
SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Wolfgang Jentner, Dominik Sacha, Florian Stoffel, Geoffrey P. Ellis, Leishi Zhang, Daniel A. Keim
Making machine intelligence less scary for criminal analysts: reflections on designing a visual comparative case analysis tool. Vis. Comput. 34 (9) (2018)
Dominik Sacha, Michael Sedlmair, Leishi Zhang, John Aldo Lee, Jaakko Peltonen, Daniel Weiskopf, Stephen C. North, Daniel A. Keim
What you see is what you can change: Human-centered machine learning by interactive visualization. Neurocomputing 268 (2017)
Dominik Sacha, Wolfgang Jentner, Leishi Zhang, Florian Stoffel, Geoffrey P. Ellis
Visual Comparative Case Analytics. EuroVA@EuroVis (2017)
Dominik Sacha, F. Al-amoody, Manuel Stein, Tobias Schreck, Daniel A. Keim, Gennady L. Andrienko, Halldór Janetzko
Dynamic Visual Abstraction of Soccer Movement. Comput. Graph. Forum 36 (3) (2017)
Dominik Sacha, Leishi Zhang, Michael Sedlmair, John Aldo Lee, Jaakko Peltonen, Daniel Weiskopf, Stephen C. North, Daniel A. Keim
Visual Interaction with Dimensionality Reduction: A Structured Literature Analysis. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Halldór Janetzko, Manuel Stein, Dominik Sacha, Tobias Schreck
Enhancing Parallel Coordinates: Statistical Visualizations for Analyzing Soccer Data. Visualization and Data Analysis (2016)
Lin Shao, Dominik Sacha, Benjamin Neldner, Manuel Stein, Tobias Schreck
Visual-Interactive Search for Soccer Trajectories to Identify Interesting Game Situations. Visualization and Data Analysis (2016)
Dominik Sacha, Hansi Senaratne, Bum Chul Kwon, Geoffrey P. Ellis, Daniel A. Keim
The Role of Uncertainty, Awareness, and Trust in Visual Analytics. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Dominik Sacha, Michael Sedlmair, Leishi Zhang, John Aldo Lee, Daniel Weiskopf, Stephen C. North, Daniel A. Keim
Human-centered machine learning through interactive visualization: review and open challenges. ESANN (2016)
Dominik Sacha, Ina Boesecke, Johannes Fuchs, Daniel A. Keim
Analytic Behavior and Trust Building in Visual Analytics. EuroVis (Short Papers) (2016)
Dominik Jäckle, Florian Stoffel, Bum Chul Kwon, Dominik Sacha, Andreas Stoffel, Daniel A. Keim
Ambient Grids: Maintain Context-Awareness via Aggregated Off-Screen Visualization. EuroVis (Short Papers) (2015)
Dominik Sacha, Yuki Asano, Christian Rohrdantz, Felix Hamborg, Daniel A. Keim, Bettina Braun, Miriam Butt
Self Organizing Maps for the Visual Analysis of Pitch Contours. NODALIDA (2015)
Halldór Janetzko, Dominik Sacha, Manuel Stein, Tobias Schreck, Daniel A. Keim, Oliver Deussen
Feature-driven visual analytics of soccer data. IEEE VAST (2014)
Johannes Fuchs, Roman Rädle, Dominik Sacha, Fabian Fischer, Andreas Stoffel
Collaborative data analysis with smart tangible devices. Visualization and Data Analysis (2014)
Dominik Sacha, Andreas Stoffel, Florian Stoffel, Bum Chul Kwon, Geoffrey P. Ellis, Daniel A. Keim
Knowledge Generation Model for Visual Analytics. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)

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Publication Activity (10 Years)

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Dominik Sacha