Theresia Gschwandtner

Function
University Assistant
Address

Favoritenstraße 9-11, A-1040 Vienna, Austria

Room
HE 01 16
Phone
+43 (1) 58801 - 18843
Fax
+43 (1) 58801 - 188215

Hello!

I'm a scientific researcher at the Visual Analytics groupInstitute of Visual Computing and Human-Centered Technology (E193)TU Wien.

My Interests

Visual Analytics & Information Visualization:

  • Data quality
  • Uncertainty & uncertain data
  • Time-oriented data
  • Guidance for VA

Me

I'm fascinated by the power and beauty of Information Visualization. My work gives me the chance to devise new ways of making complex information both easily graspable and aesthetically appealing.

In my spare time I love photography and painting and though I'm very fond of my home town Vienna I love to travel to get inspired by different cultures.

Awards

  • Poster Award Sponsored by Bank Austria at the Epilog SS2010 of the Faculty of Informatics, Vienna University of Technology: 'Information Requisition is the Core of Guideline-Based Medical Care: Which Information is Needed for Whom?' Theresia Gschwandtner [poster]
  • Best Poster Award of the Faculty of Informatics, Vienna University of Technology, at the Epilog SS2008: 'MapFace -- A Graphical Editor for MetaMap (MMTx)' Theresia Gschwandtner [poster]

Open Student Topics

Title Scope Area
Quality Control for ML Training Data and Input Data SE Visual Analytics (VA), Data Quality

Publications

Andreas Walch, Michael Schwärzler, Christian Luksch, Elmar Eisemann, Theresia Gschwandtner, "LightGuider: Guiding Interactive Lighting Design using Suggestions, Provenance, and Quality Visualization", IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020. paper
An uncertainty quantification cube for multivariate time series Christian Bors, Jürgen Bernard, Markus Bögl, Theresia Gschwandtner, Jörn Kohlhammer, Silvia Miksch, "Quantifying Uncertainty in Multivariate Time Series Pre-Processing", EuroVis Workshop on Visual Analytics (EuroVA), 2019.
Davide Ceneda, Theresia Gschwandtner, Silvia Miksch, "A review of guidance approaches in visual data analysis: A multifocal perspective", Computer Graphics Forum, vol. 38, pp. 861-879, 2019. paper
Christian Bors, Theresia Gschwandtner, Silvia Miksch, "Capturing and Visualizing Provenance from Data Wrangling", Computer Graphics & Applications, 2019.
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. paper
Markus Bögl, Christian Bors, Theresia Gschwandtner, Silvia Miksch, "Categorizing Uncertainties in the Process of Segmenting and Labeling Time Series Data", , 2018. paper
Christian Bors, Theresia Gschwandtner, Silvia Miksch, "Visually Exploring Data Provenance and Quality of Open Data", EuroVis 2018 - Posters, pp. 9–11, 2018. paper
Roger Leite, Theresia Gschwandtner, Silvia Miksch, Simone Kriglstein, Margit Pohl, Erich Gstrein, Johannes Kuntner, "EVA: Visual Analytics to Identify Fraudulent Events", IEEE Transactions on Visualization and Computer Graphics, vol. 24, pp. 330 - 339, 2018. paper video
Davide Ceneda, Theresia Gschwandtner, Thorsten May, Silvia Miksch, Marc Streit, Christian Tominski, "Guidance or No Guidance? A Decision Tree Can Help", EuroVA: International Workshop on Visual Analytics, pp. 19–23, 2018. paper
Roger Leite, Theresia Gschwandtner, Silvia Miksch, Erich Gstrein, Johannes Kuntner, "Network Analysis for Financial Fraud Detection", EuroVis 2018 - Posters, 2018. paper
Alice Thud, Theresia Gschwandtner, Jagoda Walny, Jason Dykes, John Stasko, "Exploration and Explanation in Data-Driven Storytelling", Data-Driven Storytelling, 2018. paper
Andreas Peterschofsky, Theresia Gschwandtner, "VoD - Understanding Structure, Content, and Quality of a Dataset", IEEE VIS Workshop on Visual Summarization and Report Generation: Beyond Scatter-Plots and Bar-Charts (VISREG 2018), 2018. paper
Fabian Schwarzinger, Andreas Roschal, Theresia Gschwandtner, "Sketching Temporal Uncertainty - An Exploratory User Study", EuroVis 2018 - Short Papers, Eurographics/IEEE VGTC Conference on Visualization, pp. 67-71, 2018. paper supplemental material
Markus Bögl, Christian Bors, Theresia Gschwandtner, Silvia Miksch, "Uncertainty types in segmenting and labeling time series data", , 2018. paper
Theresia Gschwandtner, Oliver Erhart, "Know Your Enemy: Identifying Quality Problems of Time Series Data", IEEE Pacific Visualization Symposium (PacificVis '18), pp. 205-214, 2018. paper
Roger Leite, Theresia Gschwandtner, Silvia Miksch, Erich Gstrein, Johannes Kuntner, "Visual analytics for event detection: Focusing on fraud", Visual Informatics, Elsevier, vol. 2, 2018. paper
Christian Bors, Theresia Gschwandtner, Simone Kriglstein, Silvia Miksch, Margit Pohl, "Visual Interactive Creation, Customization, and Analysis of Data Quality Metrics", Journal of Data and Information Quality (JDIQ), vol. 10, pp. 3:1–3:26, 2018. paper
Davide Ceneda, Theresia Gschwandtner, Silvia Miksch, Christian Tominski, "Guided Visual Exploration of Cyclical Patterns in Time-series", , 2018. paper
Alexander Rind, Paolo Federico, Theresia Gschwandtner, Wolfgang Aigner, Jakob Doppler, Markus Wagner, "Visual Analytics of Electronic Health Records with a Focus on Time", New Perspectives in Medical Records: Meeting the Needs of Patients and Practitioners, pp. 65-77, 2017.
Christian Bors, Markus Bögl, Theresia Gschwandtner, Silvia Miksch, "Visual Support for Rastering of Unequally Spaced Time Series", 10th International Symposium on Visual Information Communication and Interaction (VINCI), pp. 53-57, 2017. paper
Christian Bors, Markus Bögl, Theresia Gschwandtner, Silvia Miksch, "Visual Support for Rastering of Unequally Spaced Time Series", Data Science, Statistics & Visualisation Conference (DSSV), 2017. paper
Davide Ceneda, Theresia Gschwandtner, Thorsten May, Silvia Miksch, Hans-Jörg Schulz, Marc Streit, Christian Tominski, "Amending the Characterization of Guidance in Visual Analytics", ArXiv, vol. Human-computer Interaction, 2017. paper
Davide Ceneda, Theresia Gschwandtner, Thorsten May, Silvia Miksch, Hans-Jörg Schulz, Marc Streit, Christian Tominski, "Characterizing Guidance in Visual Analytics", IEEE Transactions on Visualization and Computer Graphics, vol. 23, pp. 111-120, 2017. paper
Theresia Gschwandtner, "Visual Analytics Meets Process Mining: Challenges and Opportunities", Fifth International Symposium on Data-Driven Process Discovery and Analysis, vol. 244, 2017. paper
Markus Bögl, Peter Filzmoser, Theresia Gschwandtner, Tim Lammarsch, Roger Leite, Silvia Miksch, Alexander Rind, "Cycle Plot Revisited: Multivariate Outlier Detection Using a Distance-Based Abstraction", Computer Graphics Forum, vol. 36, pp. 227–238, 2017. paper Usage Scenario