#Data Science

Projects

Big-Data Analytics

Developing methods for the analysis of large amounts of data without compromising data protection.

Josef Ressel Center for Unified Threat Intelligence on Targeted Attacks (TARGET)

The Josef Ressel Center for Unified Threat Intelligence on Targeted Attacks (TARGET) is a research institution operated by the St. Pölten University of Applied Sciences. Its mission is to explore novel techniques for detecting and mitigating targeted attacks on IT systems. The research objective is to develop a unified methodology for the detection and mitigation of this new class of cyber-threats.

SoniControl 2.0

Extending SoniControl, the first ultrasonic firewall, that detects and blocks unwanted acoustic tracking on mobile devices.

SAMBA - Smart Data for Music Business Administration

The project aims at exploring the economic value of social media data for the music industry.

CargoRider 2 – Innovative Mobility Service

"CargoRider 2" is developing a new innovative mobility offer for easier use of cargo ships that is based on sustainability paradigms.

LoRaKey

Secret Key Generation for Long Range Communication Networks - LoRaKey aims at energy efficient secret key generation for lightweight LPWAN applications.

SecureMobile – Reducing fears in mobility

Due to subjectively experienced fears, many journeys are made by car or taxi instead of using more sustainable forms of mobility. "SecureMobile" aims to counteract this effect.

VisOnFire. Understanding and visualizing workflows

Visual Analysis of Large and Heterogeneous Scientific Workflows for Analytical Provenance. - A new visual forensic tool realizes the visualisation of data analysis workflows and helps to increase the reproduciblity of studies.

CargoRider – A new way of traveling

CargoRider explores travel alternatives for an open-minded audience. Is it possible to create an Interrail inspired network of cargo ships that offers flexibility and attracts young people?

NoLDE – Network of Linked Data Excellence

New methods for enterprise data management in the publishing business

Publications

Luh, R., Schramm, G., Wagner, M., Janicke, H., & Schrittwieser, S. (2018). SEQUIN: a grammar inference framework for analyzing malicious system behavior. Journal of Computer Virology and Hacking Techniques, 01–21. https://doi.org/10.1007/s11416-018-0318-x
Streit, M., Aigner, W., & Girardi, D. (2018, March). Injecting Life into Visualizations for Biomedical Research. Presented at the DBMI Open Insights Seminar, Harvard University.
Michelberger, F. (2018, March). CargoRider - A new mobility service for cargo ships. Presented at the Successful R&I in Europe - 9th European Networking Event 2018, Düsseldorf, Germany.
Luh, Robert, Temper, M., Tjoa, S., & Schrittwieser, S. (2018). APT RPG: Design of a Gamified Attacker/Defender Meta Model. In International Workshop on FORmal methods for Security Engineering.
Blauensteiner, B., & Michelberger, F. (2018). Cargo Rider - Attracting New Audiences for Cargo Ships. Presented at the Transport Research Arena (TRA) 2018, Vienna.
Niederer, C., Stitz, H., Hourieh, R., Grassinger, F., Aigner, W., & Streit, M. (2018). TACO: Visualizing Changes in Tables Over Time. IEEE Transactions on Visualization and Computer Graphics (InfoVis "17), 24(1), 677–686. https://doi.org/10.1109/TVCG.2017.2745298
Blauensteiner, B., Michelberger, F., & Judmaier, P. (2017). Cargorider – A Boat Trip On A Cargo Ship. In PIANC-SMART Rivers Conference (pp. 127–134). Pittsburgh, USA: PIANC.
Rind, A., Haberson, A., Blumenstein, K., Niederer, C., Wagner, M., & Aigner, W. (2017). PubViz: Lightweight Visual Presentation of Publication Data. In B. Kozlíková, T. Schreck, & T. Wischgoll (Eds.), Proc. Eurographics Conf. Visualization (EuroVis) – Short Paper (pp. 169–173). EuroGraphics. https://doi.org/10.2312/eurovisshort.20171152
Aigner, W. (2017, April). Mit Visual Analytics zu Data-Driven Banking. Keynote presented at the Bankensymposium Wachau, Göttweig (Austria).
Luh, R., Schrittwieser, S., & Marschalek, S. (2017). LLR-based sentiment analysis for kernel event sequences. Presented at the IEEE International Conference on. Advanced Information Networking and Applications, IEEE.

News

01/24/2019

NÖ Innovation Awards

12/11/2018

The world's largest blockchain-competence centre

12/11/2018

The week of media technology