Dominik Sacha

According to our database, Dominik Sacha authored at least 19 papers between 2014 and 2019.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2019

VIS4ML: An Ontology for Visual Analytics Assisted Machine Learning.

Dominik Sacha, Matthias Kraus, Daniel A. Keim, Min Chen

IEEE Trans. Vis. Comput. Graph., 2019

2018

Knowledge Generation in Visual Analytics: Integrating Human and Machine Intelligence for Exploration of Big Data.

Dominik Sacha

Proceedings of the Ausgezeichnete Informatikdissertationen 2018., 2018

Knowledge Generation in Visual Analytics: Integrating Human and Machine Intelligence for Exploration of Big Data.

Dominik Sacha

PhD thesis, 2018

Making machine intelligence less scary for criminal analysts: reflections on designing a visual comparative case analysis tool.

Wolfgang Jentner, Dominik Sacha, Florian Stoffel, Geoffrey P. Ellis, Leishi Zhang, Daniel A. Keim

Vis. Comput., 2018

SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance.

Dominik Sacha, Matthias Kraus, Jürgen Bernard, Michael Behrisch, Tobias Schreck, Yuki Asano, Daniel A. Keim

IEEE Trans. Vis. Comput. Graph., 2018

2017

Visual Interaction with Dimensionality Reduction: A Structured Literature Analysis.

Dominik Sacha, Leishi Zhang, Michael Sedlmair, John Aldo Lee, Jaakko Peltonen, Daniel Weiskopf, Stephen C. North, Daniel A. Keim

IEEE Trans. Vis. Comput. Graph., 2017

What you see is what you can change: Human-centered machine learning by interactive visualization.

Dominik Sacha, Michael Sedlmair, Leishi Zhang, John Aldo Lee, Jaakko Peltonen, Daniel Weiskopf, Stephen C. North, Daniel A. Keim

Neurocomputing, 2017

Dynamic Visual Abstraction of Soccer Movement.

Dominik Sacha, F. Al-amoody, Manuel Stein, Tobias Schreck, Daniel A. Keim, Gennady L. Andrienko, Halldór Janetzko

Comput. Graph. Forum, 2017

Visual Comparative Case Analytics.

Dominik Sacha, Wolfgang Jentner, Leishi Zhang, Florian Stoffel, Geoffrey P. Ellis

Proceedings of the 8th International EuroVis Workshop on Visual Analytics, 2017

2016

The Role of Uncertainty, Awareness, and Trust in Visual Analytics.

Dominik Sacha, Hansi Senaratne, Bum Chul Kwon, Geoffrey P. Ellis, Daniel A. Keim

IEEE Trans. Vis. Comput. Graph., 2016

Analytic Behavior and Trust Building in Visual Analytics.

Dominik Sacha, Ina Boesecke, Johannes Fuchs, Daniel A. Keim

Proceedings of the 18th Eurographics Conference on Visualization, 2016

Visual-Interactive Search for Soccer Trajectories to Identify Interesting Game Situations.

Lin Shao, Dominik Sacha, Benjamin Neldner, Manuel Stein, Tobias Schreck

Proceedings of the Visualization and Data Analysis 2016, 2016

Enhancing Parallel Coordinates: Statistical Visualizations for Analyzing Soccer Data.

Halldór Janetzko, Manuel Stein, Dominik Sacha, Tobias Schreck

Proceedings of the Visualization and Data Analysis 2016, 2016

Human-centered machine learning through interactive visualization: review and open challenges.

Dominik Sacha, Michael Sedlmair, Leishi Zhang, John Aldo Lee, Daniel Weiskopf, Stephen C. North, Daniel A. Keim

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2015

Ambient Grids: Maintain Context-Awareness via Aggregated Off-Screen Visualization.

Dominik Jäckle, Florian Stoffel, Bum Chul Kwon, Dominik Sacha, Andreas Stoffel, Daniel A. Keim

Proceedings of the 17th Eurographics Conference on Visualization, 2015

Self Organizing Maps for the Visual Analysis of Pitch Contours.

Dominik Sacha, Yuki Asano, Christian Rohrdantz, Felix Hamborg, Daniel A. Keim, Bettina Braun, Miriam Butt

Proceedings of the 20th Nordic Conference of Computational Linguistics, 2015

2014

Knowledge Generation Model for Visual Analytics.

Dominik Sacha, Andreas Stoffel, Florian Stoffel, Bum Chul Kwon, Geoffrey P. Ellis, Daniel A. Keim

IEEE Trans. Vis. Comput. Graph., 2014

Collaborative data analysis with smart tangible devices.

Johannes Fuchs, Roman Rädle, Dominik Sacha, Fabian Fischer, Andreas Stoffel

Proceedings of the Visualization and Data Analysis 2014, 2014

Feature-driven visual analytics of soccer data.

Halldór Janetzko, Dominik Sacha, Manuel Stein, Tobias Schreck, Daniel A. Keim, Oliver Deussen

Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014