Markus Bögl

Function
University Assistant
Address

Favoritenstraße 9-11, A-1040 Vienna, Austria

Room
HE 01 32
Phone
+43 (1) 58801 - 188218
TU Wien Addressbook

Research

  • Visual Analytics of Time Series Analysis
    • Periodic and Cyclic Structure of Time
    • Visualization of Time Series Data
    • Statistical Time Series Models

 

Open Student Topics

Title Scope Area
Predictive Visual Analytics - Explainability and Trust SE, BA, MA Information Visualization (IV), Visual Analytics (VA)
Processing and Segmenting Road Cycling Data for Visual Analysis BA, PR Visual Analytics (VA)
Visualizing Multiple Types of Uncertainty BA, PR, MA Visual Analytics (VA)
Visualization and Imputation of Cyclic/Seasonal Time Series SE, BA, PR Visual Analytics (VA)

Publications

Markus Bögl, Wolfgang Aigner, Peter Filzmoser, Theresia Gschwandtner, Tim Lammarsch, Silvia Miksch, Alexander Rind, "Visually and Statistically Guided Imputation of Missing Values in Univariate Seasonal Time Series", Poster Proceedings of the IEEE Visualization Conference 2015, 2015. Preview Video
Martin Röhlig, Martin Luboschik, Markus Bögl, Frank Krüger, Bilal Alsallakh, Silvia Miksch, Thomas Kirste, Heidrun Schumann, "Supporting Activity Recognition by Visual Analytics", Proceedings of the IEEE Conference on Visual Analytics Science and Technology, 2015. Teaser
Martin Röhlig, Martin Luboschik, Heidrun Schumann, Markus Bögl, Bilal Alsallakh, Silvia Miksch, "Analyzing Parameter Influence on Time-Series Segmentation and Labeling", Poster Proceedings of the IEEE Visualization Conference (VIS), 2014. Preview
Bilal Alsallakh, Markus Bögl, Theresia Gschwandtner, Silvia Miksch, Bilal Esmael, Arghad Arnaout, Gerhard Thonhauser, Philipp Zöllner, "A Visual Analytics Approach to Segmenting and Labeling Multivariate Time Series Data", EuroVis Workshop on Visual Analytics (EuroVA), pp. 31-35, 2014.
Markus Bögl, Wolfgang Aigner, Peter Filzmoser, Theresia Gschwandtner, Tim Lammarsch, Silvia Miksch, Alexander Rind, "Visual Analytics Methods to Guide Diagnostics for Time Series Model Predictions", Proceedings of the 2014 IEEE VIS Workshop on Visualization for Predictive Analytics, 2014.
Tim Lammarsch, Wolfgang Aigner, Alessio Bertone, Markus Bögl, Theresia Gschwandtner, Silvia Miksch, Alexander Rind, "Interactive Visual Transformation for Symbolic Representation of Time-oriented Data", Proceedings of the International Conference on Human Factors in Computing & Informatics (SouthCHI 2013), vol. 7947, pp. 400-419, 2013.
Markus Bögl, Wolfgang Aigner, Peter Filzmoser, Tim Lammarsch, Silvia Miksch, Alexander Rind, "Visual Analytics for Model Selection in Time Series Analysis", IEEE Transactions on Visualization and Computer Graphics, Special Issue "VIS 2013", vol. 19, pp. 2237 - 2246, 2013. Video Introduction with audio narration
Markus Bögl, " Visual analytics for time series analysis", , 2013.