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Markus Bögl, "Visual Analysis of Periodic Time Series Data - Supporting Model Selection, Prediction, Imputation, and Outlier Detection Using Visual Analytics",
Institute of Visual Computing and Human-Centered Technology, vol. PhD, Dr.-techn., 2020.
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Jürgen Bernard, Marco Hutter, Heiko Reinemuth, Hendrik Pfeifer, Christian Bors, Jörn Kohlhammer, "Visual-Interactive Preprocessing of Multivariate Time Series Data",
Computer Graphics Forum, vol. 38, pp. 11, 2019.
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Jürgen Bernard, Christian Bors, Markus Bögl, Christian Eichner, Theresia Gschwandtner, Silvia Miksch, Heidrun Schumann, Jörn Kohlhammer, "Combining the Automated Segmentation and Visual Analysis of Multivariate Time Series",
EuroVis Workshop on Visual Analytics (EuroVA) 2018, pp. 49–53, 2018.
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Markus Bögl, Wolfgang Aigner, Peter Filzmoser, Theresia Gschwandtner, Tim Lammarsch, Silvia Miksch, Alexander Rind, "Integrating Predictions in Time Series Model Selection",
Proceedings of the EuroVis Workshop on Visual Analytic, EuroVA, pp. 73-77, 2015.
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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.
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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.
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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.
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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 |
