#Data Science

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

Projects

Applied Biomechanics in Rehabilitation Research

Endowed professorship of the province of Lower Austria to strengthen and expand the research focus on motor rehabilitation

AniVision

Animation in Ephemeral Films from Austria, East & West Germany between 1945 and 1989: A Combined Film Analysis and Computer Vision Approach

deepForce - Pushing the limits of rapid estimation of knee joint contact force estimation in clinical gait analysis by Machine and Deep Learning

Machine learning methods to enable more clinicians to use data obtained by gait analyses for diagnosis.

Comfort:zone - Expanding the personal comfort zone of underrepresented groups in an inclusive mobility system

Develops a tool that helps to strengthen the position of underrepresented groups in transportation planning.

O3DGA – The Use of Machine Learning as a Supportive Measure in Clinical Three-Dimensional Gait Analysis

Optimisation of time-consuming and error-prone processes in three-dimensional gait analysis.

CDC - Crossover Data Compression

Measuring similarity of files by using compression algorithms.

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...

DiDaMe - Towards a Distributed Data Mesh Platform: Federating Data Management, Governance and Access

Research in novel data management architectures to overcome the drawbacks of conventional, monolithic data platforms.

CounterSpeech - Young People Against Online Hate

Computer-assisted Strategies for Facilitating Citizen-generated Counter Speech in Social Media

WTZ Ost 3.0 – Wissenstransferzentrum Ost

Platform that promotes knowledge transfer between universities but also in business, society and politics.

Publications

Slijepcevic, D., Zeppelzauer, M., Unglaube, F., Kranzl, A., Breiteneder, C., & Horsak, B. (2023). Towards more transparency: The utility of Grad-CAM in tracing back deep learning based classification decisions in children with cerebral palsy. Gait & Posture, 100, 32–33. https://doi.org/10.1016/j.gaitpost.2022.11.045
Aigner, W. (2022, November 18). Data and the City: Making data about the city and its people visible. Vienna Perspectives ― Art, Urban Space and Social In-/Equality, Vienna, Austria. https://muk.ac.at/veranstaltung/international-study-sessions-wiener-perspektiven-01.html
Aigner, W., Enge, K., Iber, M., Rind, A., Elmqvist, N., Höldrich, R., Rönnberg, N., & Walker, B. N. (2022, October 20). Audio-Visual Analytics: Potential Applications of Combined Sonifications and Visualizations [Application Spotlight]. IEEE VIS 2022, Oklahoma City, US. https://ieeevis.org/year/2022/info/spotlights#spot2
Iber, M. (2022, October 14). Research in sound & music computing @ St. Pölten University of Applied Sciences [Guest researcher"s presentation]. E3UDRES2 Work Package 4 Meeting G3-MTG19, Virtual Meeting.
Iber, M., Enge, K., Neidhardt, A., Rönnberg, N., Pollack, K., Schnell, N., & Turchet, L. (Eds.). (2022). Proceedings of the 17th International Audio Mostly Conference (AM "22). ACM. https://dl.acm.org/doi/proceedings/10.1145/3561212
Rind, A., Aigner, W., Böck, J., Grassinger, F., Oliveira, V. A. de. J., Wu, H.-Y., & Zauchinger, M. (2022, September 30). Daten erlebbar machen: Wie Daten sichtbar, hörbar und greifbar werden [Demo & Poster]. European Researchers" Night 2022, St. Pölten.
Enge, K. (2022, September 28). SoniScope - Der klingende Scatterplot [Invited Talk]. IEM Open Labs, Graz (Austria). https://alumni.tugraz.at/wir-ueber-uns/sektionen-regionalgruppen-chapters/sektion-toningenieur/programm
Slijepcevic, D., Horst, F., Simak, M., Lapuschkin, S., Raberger, A. M., Samek, W., Breiteneder, C., Schöllhorn, W. I., Zeppelzauer, M., & Horsak, B. (2022). Explaining machine learning models for age classification in human gait analysis. Gait & Posture, 97, S252–S253. https://doi.org/10.1016/j.gaitpost.2022.07.153
Aigner, W. (2022, June 30). TimeViz: Visualization of Time-Oriented Data [Invited Talk]. CSIG-VIS International Lecture Series - ChinaVis, Online. https://chinavis.org/lectures/english/index_en.html
Enge, K. (2022, June 24). ICAD Student Think Tank 2022 - Exploratory Data Analysis using Multimodal Representations: Joint Sonification and Visualization [Presentation]. ICAD Student Think Tank 2022, Virtual Meeting. https://icad2022.icad.org/think-tank/

News

03/30/2023

Better Prediction of Extreme Weather Events

12/06/2022

Tracing the Steps of Medieval Writers

06/30/2022

Connecting the Senses of Hearing and Vision