Klaus Eckelt

Hi! I am Klaus. I'm a doctoral researcher, teacher, and PhD student in the Visual Data Science Group at the Johannes Kepler University Linz, Austria.

My research focuses on interactive visualizations in the biomedical field. Together with my colleagues, I design and build data analysis tools to support domain experts. I received my master's and bachelor's degrees at Vienna University of Technology, where I became interested in life sciences and the analysis of biomedical data.

Publications

Papers

Visual Exploration of Relationships and Structure in Low-Dimensional Embeddings, Klaus Eckelt, Andreas Hinterreiter, Patrick Adelberger, Conny Walchshofer, Vaishali Dhanoa, Christina Humer, Moritz Heckmann, Christian A. Steinparz, Marc Streit, IEEE Transactions on Visualization and Computer Graphics, doi:10.1109/TVCG.2022.3156760, 2022.

Coral: a web-based visual analysis tool for creating and characterizing cohorts, Patrick Adelberger, Klaus Eckelt, Markus J. Bauer, Marc Streit, Christian Haslinger, Thomas Zichner, Bioinformatics, 37(23): 4559-4561, doi:10.1093/bioinformatics/btab695, 2021.

TourDino: A Support View for Confirming Patterns in Tabular Data, Klaus Eckelt, Patrick Adelberger, Thomas Zichner, Andreas Wernitznig, Marc Streit, EuroVis Workshop on Visual Analytics (EuroVA '19), doi:10.2312/eurova.20191117, 2019.

PDF | Software (integrated in Ordino) | Video

Posters

TourGuide: Interactive Visual Analysis of Clinical Oncology Data, Klaus Eckelt, Sandra Wartner, Holger Stitz, David Fuchs, Thomas Gitter, Dominic Girardi, Sebastian Graf, Steffen Krause, Clemens A. Schmitt, Marc Streit, OeGHO & AHOP Spring Conference 2019, Linz, Austria, 2019.

Reasons For Failure To Give Adjuvant Chemotherapy In Early Breast Cancer - Interactive Visual Analysis Of Clinical Data With The TourGuide Software, David Fuchs, Sebastian Graf, Thomas Gitter, Steffen Krause, Klaus Eckelt, Sandra Wartner, Holger Stitz, Dominic Girardi, Marc Streit, Clemens A. Schmitt, OeGHO & AHOP Spring Conference 2019, Linz, Austria, 2019.

Theses

Diploma Thesis

Data-Driven User Guidance in Multi-Attribute Data Exploration, Klaus Eckelt, Marc Streit, Meister Eduard Gröller, 2018.

Bachelor's Thesis

Vascular Printing - 3D Printing of Aortic Dissections, Klaus Eckelt, Alexey Karimov, Gabriel Mistelbauer, Meister Eduard Gröller, 2017.

Teaching

In my courses, I teach students how to handle, visualize, and interpret data with Python, JavaScript, and business intelligence software such as Tableau and Microsoft PowerBI.

At the Johannes Kepler University Linz, I'm teaching multiple courses in the Artificial Intelligence and Computer Science bachelor's and master's programs: Visual Analytics (since 2018), Computer Graphics (since 2018), Information Visualization (since 2019), and Explainable AI (since 2020).

At the Imperial College Business School, I was a teaching assistant for the Visualisation module of the Business Analytics master's program (2019-2021).