Experience
Education
Bio
Since 2015 I am a Professor with the Institute of Computer Graphics and Knowledge Visualization at the Faculty for Computer Science and Biomedical Engineering of Graz University of Technology. My main research interests are in Visual Data Analysis and in applied 3D Object Retrieval. The research questions we are tackling in our group include, among others, how large collections of data, e.g., high-dimensional and spatial-temporal data, and 3D object data, can be visually explored and analysed for data understanding and decision making. We are researching how users can interactively search for visual patterns in data, assisted by similarity functions, visual quality measures, and novel search interfaces, including approaches based on user sketching and eye tracking. We are interested in how to interactively visualize and steer machine-learning approaches like clustering and regression analysis by users, supporting effective and scalable data exploration. Our considered application areas include among others, data exploration for engineering and industrial applications, in research data repositories, and digital libraries.
My research team in 2019 comprises four full time PhD student researchers, and external PhD students. I am a principal investigator in several funded research projects. I have served as a program co-chair for the IEEE Conference on Visual Analytics Science and Technology in 2017 and 2018, and I am currently an associate editor for IEEE Transactions on Visualization and Computer Graphics