#Data Science

Data Science allows users to discover, analyse and visualise large amounts of complex data in order to obtain useful information.

Projects

Josef Ressel Center for Blockchain-Technologies & Security Management

The Josef Ressel Center for Blockchain-Technologies & Security management is a research institution operated by the St. Pölten University of Applied Sciences. The research objective is making secur...

IMREA - Intelligent Multimodal Real Estate Assessment

Multimodal information extraction and machine learning techniques for the extraction of real estate related attributes and parameters from heterogeneous input data

Plant Monitoring AI

Leveraging machine learning and predictive analytics for early detection of plant stress for the benefit of sustainability in farming

Publications

Slijepcevic, D., Horst, F., Lapuschkin, S., Horsak, B., Raberger, A.-M., Kranzl, A., Samek, W., Breitender, C., Schöllhorn, W., & Zeppelzauer, M. (2022). Explaining Machine Learning Models for Clinical Gait Analysis. ACM Transactions on Computing for Healthcare, 3(2), 14:1–14:27. https://doi.org/10/gnt2s9
Horak, T., Aigner, W., Brehmer, M., Joshi, A., & Tominski, C. (2022). Responsive Visualization Design for Mobile Devices. In B. Lee, E. K. Choe, P. Isenberg, & R. Dachselt (Eds.), Mobile Data Visualization. CRC Press; 10.1201/9781003090823-2. https://www.routledge.com/Mobile-Data-Visualization/Lee-Dachselt-Isenberg-Choe/p/book/9780367534714
Besancon, L., Aigner, W., Boucher, M., Dwyer, T., & Isenberg, T. (2022). 3D Mobile Data Visualization. In B. Lee, E. K. Choe, P. Isenberg, & R. Dachselt (Eds.), Mobile Data Visualization. CRC Press. https://www.routledge.com/Mobile-Data-Visualization/Lee-Dachselt-Isenberg-Choe/p/book/9780367534714
Aigner, W. (2021, July 10). Wie können Daten visualisiert werden? [Invited Talk]. Forum Digitalisierung, St. Pölten, Austria.
Horsak, B., Simonlehner, M., Schöffer, L., Dumphart, B., Jalaeefar, A., & Husinsky, M. (2021). Overground walking in a fully immersive Virtual Reality: Preliminary results of a comprehensive study on the effects on walking biomechanics. Gait & Posture, 90, 100–101. https://doi.org/https://doi.org/10.3389/fbioe.2021.780314
Krondorfer, P., Slijepčević, D., Unglaube, F., Kranzl, A., Breiteneder, C., Zeppelzauer, M., & Horsak, B. (2021). Deep learning-based similarity retrieval in clinical 3D gait analysis. Gait & Posture, 90, 127–128. https://doi.org/https://doi.org/10.1016/j.gaitpost.2021.09.066
Enge, K. (2021, October). Exploratory Data Analysis using Multimodal Representations: Joint Sonification and Visualization - IEEE VIS Doctoral Colloquium [Presentation]. IEEE VIS Doctoral Colloquium, Virtual Meeting.
Horst, F., Slijepcevic, D., Simak, M., & Schöllhorn, W. I. (2021). Gutenberg Gait Database, a ground reaction force database of level overground walking in healthy individuals. Scientific Data, 8(1), 232. https://doi.org/https://doi.org/10.1038/s41597-021-01014-6
Enge, K. (2021, June 25). Exploratory Data Analysis using Multimodal Representations: Joint Sonification and Visualization - ICAD Student Think Tank 2021 [Presentation]. ICAD Student Think Tank 2021, Virtual Meeting. https://icad2021.icad.org/think-tank/
Enge, K. (2021, June 19). Exploratory Data Analysis using Multimodal Representations: Joint Sonification and Visualization - KUG Doktorand*innen Forum [Presentation]. KUG Doktorand*innen Forum, Graz (Austria). https://phd.kug.ac.at/fileadmin/03_Microsites/01_Kuenstlerisch_wissenschaftliche_Einheiten/02_Doktorratsschulen/Doktoratsschule_fuer_das_wissenschaftliche_Doktoratsstudium/04_Laufende_Dissertationen/Enge_Praes1.pdf

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