Dr. Markus Wagner BSc MSc

  • FH-Dozent Industrie 4.0
  • Department Medien und Digitale Technologien
Arbeitsplatz: A - Matthias Corvinus-Straße 15
M: +43/676/847 228 689


  • Smart Engineering (BA)
  • Data Science and Business Analytics (BA)
  • Creative Computing (BA)
  • Applied Research and Innovation in Computer Science (MA)
  • Medientechnik (BA)
  • Interactive Technologies (MA)


  • Medien und Digitale Technologien
  • Informatik und Security


  • 03/2014 – 06/2017: Doktoratsstudium der technischen Wissenschaften Informatik (Dr. techn.) an der TU Wien.
  • 09/2011 – 06/2013: Game Engineering und Simulation (MSc) an der Fachhochschule Technikum Wien.
  • 09/2008 – 07/2011: Industrial Simulations (BSc) an der Fachhochschule St. Pölten.
  • 09/2006 – 07/2007: Werkmeister für Industrielle Elektronik an der Technisch-Gewerblichen Abendschule der AKNÖ.
  • 09/2004 – 06/2005: Hochspannungstechnik an der Technisch-Gewerblichen Abendschule der AKNÖ.
  • 09/2003 – 06/2005: Werkmeister für Elektrotechnik an der Technisch-Gewerblichen Abendschule der AKNÖ.

Hier geht es zum vollständigen Profil auf www.fhstp.ac.at


Rottermanner, G., Oliveira, V. A. D. J., Kreiger, M., Graf, P., Rokitansky, C.-H., Eschbacher, K., Settgast, V., Grantz, V., Iber, M., Lechner, P., Judmaier, P., & Wagner, M. (2020). Design and Evaluation of a Tool to Support Air Traffic Control with 2D and 3D Visualizations. 2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), Atlanta, USA. https://doi.org/https://doi.org/10.1109/VR46266.2020.1581157597980
Jandl, C., Nurgazina, J., Schöffer, L., Reichl, C., Wagner, M., & Moser, T. (2019, September 9). SensiTrack - A Privacy by Design Concept for industrial IoT Applications. International Conference on Emerging Technologies and Factory Automation (ETFA 2019), Zaragossa,Spain.
Rind, A., Wagner, M., & Aigner, W. (2019). Towards a Structural Framework for Explicit Domain Knowledge in Visual Analytics. Proc. IEEE Workshop on Visual Analytics in Healthcare (VAHC), 33–40. https://doi.org/10.1109/VAHC47919.2019.8945032
Stoiber, C., Wagner, M., Ceneda, D., Pohl, M., Gschwandtner, T., Miksch, S., Streit, M., Girardi, D., & Aigner, W. (2019). Knowledge-assisted Visual Analytics meets Guidance and Onboarding. IEEE Application Spotlight. IEEE Symposium on Information Visualization, Vancouver, BC, Canada.
Jakl, A., Schöffer, L., Husinsky, M., & Wagner, M. (2018). Augmented Reality for Industry 4.0: Architecture and User Experience. Proceedings of the 11th Forum Media Technology 2018, 38–42.
Wagner, M., Slijepcevic, D., Horsak, B., Rind, A., Zeppelzauer, M., & Aigner, W. (2018). KAVAGait: Knowledge-Assisted Visual Analytics for Clinical Gait Analysis. IEEE Transactions on Visualization and Computer Graphics (TVCG), 25(3), 1528–1542. https://doi.org/10.1109/TVCG.2017.2785271
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
Aigner, W., Rind, A., & Wagner, M. (2018). KAVA-Time: Knowledge-Assisted Visual Analytics Methods for Time-Oriented Data. Tagungsband Des 12. Forschungsforum Der Österreichischen Fachhochschulen (FFH) 2018. http://ffhoarep.fh-ooe.at/handle/123456789/1070
Niederer, C., Blumenstein, K., Wagner, M., Emrich, S., & Aigner, W. (2018). Visualizing Text Data in Space and Time to Augment a Political News Broadcast on a Second Screen. 9th International Conference on Information Visualization Theory and Applications (IVAPP 2018). http://mc.fhstp.ac.at/sites/default/files/publications/Niederer_SecondScreen_2018.pdf
Rottermanner, G., Wagner, M., Kalteis, M., Iber, M., Judmaier, P., Aigner, W., Settgast, V., & Eggeling, E. (2018). Low-Fidelity Prototyping for the Air Traffic Control Domain. Mensch Und Computer 2018 - Workshopband, 605–614. https://dl.gi.de/handle/20.500.12116/16931
Grassinger, F., Doppler, J., Wagner, M., & Aigner, W. (2017). LifeStream: Design and prototypical implementation of a monitoring system for dispatch life support. Proceedings of the 10th Forum Media Technology 2017, 41–45. http://mc.fhstp.ac.at/sites/default/files/publications/Grassinger_Lifestream_2017.pdf
Thür, N., Wagner, M., Schick, J., Niederer, C., Eckel, J., Luh, R., & Aigner, W. (2017). A Bigram Supported Generic Knowledge-Assisted Malware Analysis System: BiG2-KAMAS. Proceedings of the 10th Forum Media Technology 2017, 107–115. http://mc.fhstp.ac.at/sites/default/files/publications/Thuer_B2KAMAS_2017.pdf
Schick, J., Wagner, M., Thür, N., Niederer, C., Rottermanner, G., Tavolato, P., & Aigner, W. (2017). Rule Creation in a Knowledge-assisted Visual Analytics Prototype for Malware Analysis. Proceedings of the 10th Forum Media Technology 2017, 116–123. http://mc.fhstp.ac.at/sites/default/files/publications/Schick_RuleCreation_2017.pdf
Thür, N., Wagner, M., Schick, J., Niederer, C., Eckel, J., Luh, R., & Aigner, W. (2017). BiG2-KAMAS: Supporting Knowledge-Assisted Malware Analysis with Bi-Gram Based Valuation. Poster of the 14th Workshop on Visualization for Cyber Security (VizSec). http://mc.fhstp.ac.at/sites/default/files/publications/vizsec-poster-2017%20%281%29.pdf
Schick, J., Wagner, M., Thür, N., Niederer, C., Rottermanner, G., Tavolato, P., & Aigner, W. (2017). Supporting Knowledge-assisted Rule Creation in a Behavior-based Malware Analysis Prototype. Poster of the 14th Workshop on Visualization for Cyber Security (VizSec). http://mc.fhstp.ac.at/sites/default/files/publications/vizsec-poster-2017.pdf
Rottermanner, G., Wagner, M., Settgast, V., Grantz, V., Iber, M., Kriegshaber, U., Aigner, W., Judmaier, P., & Eggeling, E. (2017). Requirements Analysis & Concepts for Future European Air Traffic Control Systems. Workshop Vis in Practice - Visualization Solutions in the Wild, IEEE VIS 2017. http://mc.fhstp.ac.at/sites/default/files/publications/Rottermanner_2017_Requirements.pdf
Blumenstein, K., Niederer, C., Wagner, M., Pfersmann, W., Seidl, M., & Aigner, W. (2017). Visualizing Spatial and Time-Oriented Data in a Second Screen Application. Proceedings of the 19th International Conference on Human-Computer Interaction with Mobile Devices and Services.
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
Wagner, M. (2017). Integrating Explicit Knowledge in the Visual Analytics Process [PhD Thesis, Vienna University of Technology]. http://mc.fhstp.ac.at/sites/default/files/publications/20170623_Dissertation_Markus_WAGNER.pdf
Wagner, M., Sacha, D., Rind, A., Fischer, F., Luh, R., Schrittwieser, S., Keim, D. A., & Aigner, W. (2017). Visual Analytics: Foundations and Experiences in Malware Analysis. In L. B. Othmane, M. G. Jaatun, & E. Weippl (Eds.), Empirical Research for Software Security: Foundations and Experience (pp. 139–171). CRC/Taylor and Francis.
Rind, A., Federico, P., Gschwandtner, T., Aigner, W., Doppler, J., & Wagner, M. (2017). Visual Analytics of Electronic Health Records with a Focus on Time. In G. Rinaldi (Ed.), New Perspectives in Medical Records: Meeting the Needs of Patients and Practitioners (pp. 65–77). Springer. https://doi.org/10.1007/978-3-319-28661-7_5
Wagner, M., Rind, A., Thür, N., & Aigner, W. (2017). A knowledge-assisted visual malware analysis system: design, validation, and reflection of KAMAS. Computers & Security, 67, 1–15. https://doi.org/10.1016/j.cose.2017.02.003
Federico, P., Wagner, M., Rind, A., Amor-Amorós, A., Miksch, S., & Aigner, W. (2017). The Role of Explicit Knowledge: A Conceptual Model of Knowledge-Assisted Visual Analytics. IEEE Conference on Visual Analytics Science and Technology (VAST), 92–103. https://doi.org/10.1109/VAST.2017.8585498
Luh, R., Schramm, G., Wagner, M., & Schrittwieser, S. (2017). Sequitur-based Inference and Analysis Framework for Malicious System Behavior. First International Workshop on Formal Methods for Security Engineering.
Kromer, L., Wagner, M., Blumenstein, K., Rind, A., & Aigner, W. (2016). Performance Comparison between Unity and D3.js for Cross-Platform Visualization on Mobile Devices. Proceedings of the 9th Forum Media Technology 2016, 47–52. http://mc.fhstp.ac.at/sites/default/files/publications/Kromer_2016_FMT_crossVisComparison.pdf
Wagner, M., Rind, A., Rottermanner, G., Niederer, C., & Aigner, W. (2016). Knowledge-Assisted Rule Building for Malware Analysis. Proceedings of the 10th Forschungsforum Der Oesterreichischen Fachhochschulen.
Blumenstein, K., Niederer, C., Wagner, M., Schmiedl, G., Rind, A., & Aigner, W. (2016). Evaluating Information Visualization on Mobile Devices: Gaps and Challenges in the Empirical Evaluation Design Space. Proceedings of 2016 Workshop on Beyond Time And Errors: Novel Evaluation Methods For Visualization, 125–132. https://doi.org/10.1145/2993901.2993906
Rind, A., Aigner, W., Wagner, M., Miksch, S., & Lammarsch, T. (2016). Task Cube: A Three-Dimensional Conceptual Space of User Tasks in Visualization Design and Evaluation. Information Visualization, 15(4), 288–300. https://doi.org/10.1177/1473871615621602
Wagner, M., Blumenstein, K., Rind, A., Seidl, M., Schmiedl, G., Lammarsch, T., & Aigner, W. (2016). Native Cross-platform Visualization: A Proof of Concept Based on the Unity3D Game Engine. Proceedings of International Conference on Information Visualisation (IV16), forthcoming. http://mc.fhstp.ac.at/sites/default/files/publications/IV2016_UnityVis_Wagner.pdf
Blumenstein, K., Wagner, M., & Aigner, W. (2015, November 15). Cross-Platform InfoVis Frameworks for Multiple Users, Screens and Devices: Requirements and Challenges. DEXiS 2015 Workshop on Data Exploration for Interactive Surfaces. Workshop in Conjunction Wirth ACM ITS"15.
Wagner, M., Blumenstein, K., Wieländer, U., & Judmaier, P. (2015). Genderorientierter Informatikunterricht: Plattformübergreifende Spieleentwicklung mit Unity3D. In J. Haag, J. Weißenböck, W. Gruber, & C. F. Freisleben-Teutscher (Eds.), Game Based Learning - Dialogorientierung & spielerisches Lernen digital und analog: Beiträge zum 4. Tag der Lehre an der FH St.Pölten am 15.10. 2015 (pp. 23–32). ikon Verlag.
Blumenstein, K., Wagner, M., Aigner, W., von Suess, R., Prochaska, H., Püringer, J., Zeppelzauer, M., & Sedlmair, M. (2015). Interactive Data Visualization for Second Screen Applications: State of the Art and Technical Challenges. In H.-J. Schulz, B. Urban, & U. Freiherr von Lukas (Eds.), Proceedings of the International Summer School on Visual Computing (pp. 35–48). Frauenhoferverlag. https://research.fhstp.ac.at/content/download/128715/file/Blumenstein_et_al_2015_Interactive_Data_Visualization_for_Second_Screen.pdf?inLanguage=ger-DE
Wagner, M., Aigner, W., Haberson, A., & Rind, A. (2015, April). Literature review in visual analytics for malware pattern analysis. Proceedings of the 9th Forschungsforum Der Österreichischen Fachhochschulen.
Wagner, M. (2015, March). Integrating Explicit Knowledge in the Visual Analytics Process. Doctoral Consortium on Computer Vision, Imaging and Computer Graphics Theory and Applications (DCVISIGRAPP 2015).
Wagner, M., Fischer, F., Luh, R., Haberson, A., Rind, A., Keim, D. A., & Aigner, W. (2015). A Survey of Visualization Systems for Malware Analysis. In R. Borgo, F. Ganovelli, & I. Viola (Eds.), Eurographics Conference on Visualization (EuroVis) - STARs (pp. 105–125). The Eurographics Association. https://doi.org/10.2312/eurovisstar.20151114
Wagner, M., Aigner, W., Rind, A., Dornhackl, H., Kadletz, K., Luh, R., & Tavolato, P. (2014). Problem Characterization and Abstraction for Visual Analytics in Behavior-Based Malware Pattern Analysis. In L. Harrison (Ed.), Proceedings of the Eleventh Workshop on Visualization for Cyber Security (pp. 9–16). ACM. https://doi.org/10.1145/2671491.2671498
Rind, A., Aigner, W., Wagner, M., Miksch, S., & Lammarsch, T. (2014). User Tasks for Evaluation: Untangling the Terminology Throughout Visualization Design and Development. In H. Lam, P. Isenberg, T. Isenberg, & M. Sedlmair (Eds.), Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization (pp. 9–15). ACM. https://doi.org/10.1145/2669557.2669568
Wagner, M. (2013). Parallelisierte Simulation einer Flüssigkeitsoberfläche mittels Masse-Feder-Systemen [Master"s Thesis]. Fachhochschule Technikum Wien.
Wagner, M. (2013). Simulation mittels Masse-Feder-Systemen: Parallelisierte Simulation einer Flüssigkeitsoberfläche mittels Masse-Feder-Systemen. AV Akademikerverlag.