Dr. Markus Wagner, BSc, MSc

Associate Lecturer
Department:
  • Media and Digital Technologies
Study programme:
  • Media Technology (BA)
Continuing Education Courses:
  • Europäische Bahnsysteme (MA)
  • Fachtrainer/in im Eisenbahnwesen (akad.)

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Selected Publications

SEQUIN: a grammar inference framework for analyzing malicious system behavior
Luh Robert, Schramm Gregor, Wagner Markus, Janicke Helge, Schrittwieser Sebastian, Journal of Computer Virology and Hacking Techniques, pp. 01 - 21, 03/2018.
KAVAGait: Knowledge-Assisted Visual Analytics for Clinical Gait Analysis
Wagner Markus, Slijepcevic Djordje, Horsak Brian, Rind Alexander, Zeppelzauer Matthias, Aigner Wolfgang, IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. Early Access, 02/2018.
Visualizing Text Data in Space and Time to Augment a Political News Broadcast on a Second Screen
Niederer Christina, Blumenstein Kerstin, Wagner Markus, Emrich Stefan, Aigner Wolfgang, In: 9th International Conference on Information Visualization Theory and Applications (IVAPP 2018), Madeira, SCITEPRESS, URL: http://mc.fhstp.ac.at/sites/default/files/publications/Niederer_SecondScreen_2018.pdf, 01/2018.
A Bigram Supported Generic Knowledge-Assisted Malware Analysis System: BiG2-KAMAS
Thür Niklas, Wagner Markus, Schick Johannes, Niederer Christina, Eckel Jürgen, Luh Robert, Aigner Wolfgang, et al. In: Proceedings of the 10th Forum Media Technology 2017, St. Pölten, CEUR-WS, pp. 107-115, URL: http://mc.fhstp.ac.at/sites/default/files/publications/Thuer_B2KAMAS_2017.pdf, 11/2017.
Rule Creation in a Knowledge-assisted Visual Analytics Prototype for Malware Analysis
Schick Johannes, Wagner Markus, Thür Niklas, Niederer Christina, Rottermanner Gernot, Tavolato Paul, Aigner Wolfgang, et al. In: Proceedings of the 10th Forum Media Technology 2017, St. Pölten, CEUR-WS, pp. 116-123, URL: http://mc.fhstp.ac.at/sites/default/files/publications/Schick_RuleCreation_2017.pdf, 11/2017.
LifeStream: Design and prototypical implementation of a monitoring system for dispatch life support
Grassinger Florian, Doppler Jakob, Wagner Markus, Aigner Wolfgang, In: Proceedings of the 10th Forum Media Technology 2017, St. Pölten, CEUR-WS, pp. 41-45, URL: http://mc.fhstp.ac.at/sites/default/files/publications/Grassinger_Lifestream_2017.pdf, 11/2017.
The Role of Explicit Knowledge: A Conceptual Model of Knowledge-Assisted Visual Analytics
Federico Paolo, Wagner Markus, Rind Alexander, Amor-Amorós Albert, Miksch Silvia, Aigner Wolfgang, In: 2017 IEEE Conference on Visual Analytics Science and Technology (VAST), IEEE, URL: http://mc.fhstp.ac.at/sites/default/files/publications/federico-wagner_2017_knava-model.pdf, 10/2017.
BiG2-KAMAS: Supporting Knowledge-Assisted Malware Analysis with Bi-Gram Based Valuation
Thür Niklas, Wagner Markus, Schick Johannes, Niederer Christina, Eckel Jürgen, Luh Robert, Aigner Wolfgang, et al. In: Poster of the 14th Workshop on Visualization for Cyber Security (VizSec), Phoenix, Arizona, USA, URL: http://mc.fhstp.ac.at/sites/default/files/publications/vizsec-poster-2017%20%281%29.pdf, 10/2017.
Supporting Knowledge-assisted Rule Creation in a Behavior-based Malware Analysis Prototype
Schick Johannes, Wagner Markus, Thür Niklas, Niederer Christina, Rottermanner Gernot, Tavolato Paul, Aigner Wolfgang, et al. In: Poster of the 14th Workshop on Visualization for Cyber Security (VizSec), Phoenix, Arizona, USA, URL: http://mc.fhstp.ac.at/sites/default/files/publications/vizsec-poster-2017.pdf, 10/2017.
Requirements Analysis & Concepts for Future European Air Traffic Control Systems
Rottermanner Gernot, Wagner Markus, Settgast Volker, Grantz Volker, Iber Michael, Kriegshaber Ursula, Aigner Wolfgang, et al. In: Workshop Vis in Practice - Visualization Solutions in the Wild, IEEE VIS 2017, Phoenix, Arizona USA, IEEE, URL: http://mc.fhstp.ac.at/sites/default/files/publications/Rottermanner_2017_Requirements.pdf, 10/2017.
Visualizing Spatial and Time-Oriented Data in a Second Screen Application
Blumenstein Kerstin, Niederer Christina, Wagner Markus, Pfersmann Wilhelm, Seidl Markus, Aigner Wolfgang, In: Proceedings of the 19th International Conference on Human-Computer Interaction with Mobile Devices and Services, ACM, 09/2017.
Integrating Explicit Knowledge in the Visual Analytics Process
Wagner Markus, Vienna University of Technology, Vienna, http://mc.fhstp.ac.at/sites/default/files/publications/20170623_Dissertation_Markus_WAGNER.pdf, 06/2017.
PubViz: Lightweight Visual Presentation of Publication Data
Rind Alexander, Haberson Andrea, Blumenstein Kerstin, Niederer Christina, Wagner Markus, Aigner Wolfgang, In: Proc. Eurographics Conf. Visualization (EuroVis) – Short Paper, EuroGraphics, pp. 169-173, 10.2312/eurovisshort.20171152, 06/2017.
A knowledge-assisted visual malware analysis system: design, validation, and reflection of KAMAS
Wagner Markus, Rind Alexander, Thür Niklas, Aigner Wolfgang, Computers & Security, issue 67, pp. 1-15, 02/2017.
Visual Analytics: Foundations and Experiences in Malware Analysis
Wagner Markus, Sacha Dominik, Rind Alexander, Fischer Fabian, Luh Robert, Schrittwieser Sebastian, Keim Daniel A, et al. In: Empirical Research for Software Security: Foundations and Experience. published by Othmane Lotfi Ben, Jaatun Martin Gilje, Weippl Edgar, CRC/Taylor and Francis, pp. 139-171, ISBN: 978-1-4987-7641-7, 2017.
Visual Analytics of Electronic Health Records with a Focus on Time
Rind Alexander, Federico Paolo, Gschwandtner Theresia, Aigner Wolfgang, Doppler Jakob, Wagner Markus, In: New Perspectives in Medical Records: Meeting the Needs of Patients and Practitioners. published by Rinaldi Giovanni, ℡e-Health, Cham, Springer, pp. 65-77, 2017.
Sequitur-based Inference and Analysis Framework for Malicious System Behavior
Luh Robert, Schramm Georg, Wagner Markus, Schrittwieser Sebastian, , First International Workshop on Formal Methods for Security Engineering, 2017.
Performance Comparison between Unity and D3.js for Cross-Platform Visualization on Mobile Devices
Kromer Lorenz, Wagner Markus, Blumenstein Kerstin, Rind Alexander, Aigner Wolfgang, In: Proceedings of the 9th Forum Media Technology 2016, CEUR-WS, pp. 47-52, URL: http://mc.fhstp.ac.at/sites/default/files/publications/Kromer_2016_FMT_crossVisComparison.pdf, 11/2016.
Evaluating Information Visualization on Mobile Devices: Gaps and Challenges in the Empirical Evaluation Design Space
Blumenstein Kerstin, Niederer Christina, Wagner Markus, Schmiedl Grischa, Rind Alexander, Aigner Wolfgang, In: Proceedings of 2016 Workshop on Beyond Time And Errors: Novel Evaluation Methods For Visualization, Baltimore, MD, USA, ACM, pp. 125-132, URL: http://mc.fhstp.ac.at/sites/default/files/publications/postprint-id11.pdf, ISBN: 978-1-4503-4818-8, 10.1145/2993901.2993906, 2016.
Native Cross-platform Visualization: A Proof of Concept Based on the Unity3D Game Engine
Wagner Markus, Blumenstein Kerstin, Rind Alexander, Seidl Markus, Schmiedl Grischa, Lammarsch Tim, Aigner Wolfgang, et al. In: Proceedings of International Conference on Information Visualisation (IV16), Lisbon, Portugal, IEEE Computer Society Press, pp. forthcoming, URL: http://mc.fhstp.ac.at/sites/default/files/publications/IV2016_UnityVis_Wagner.pdf, 2016.
Knowledge-Assisted Rule Building for Malware Analysis
Wagner Markus, Rind Alexander, Rottermanner Gernot, Niederer Christina, Aigner Wolfgang, In: Proceedings of the 10th Forschungsforum der österreichischen Fachhochschulen, Vienna, Austria, FH des BFI Wien, 2016.
Task Cube: A Three-Dimensional Conceptual Space of User Tasks in Visualization Design and Evaluation
Rind Alexander, Aigner Wolfgang, Wagner Markus, Miksch Silvia, Lammarsch Tim, Information Visualization, vol. 15, issue 4, pp. 288-300, 2016.
Cross-Platform InfoVis Frameworks for Multiple Users, Screens and Devices: Requirements and Challenges
Blumenstein Kerstin, Wagner Markus, Aigner Wolfgang, In: DEXiS 2015 Workshop on Data Exploration for Interactive Surfaces. Workshop in conjunction wirth ACM ITS'15, Funchal, Portugal, 2015-11-15.
Interactive Data Visualization for Second Screen Applications: State of the Art and Technical Challenges
Blumenstein Kerstin, Wagner Markus, Aigner Wolfgang, von Suess Rosa, Prochaska Harald, Zeppelzauer Matthias, Sedlmair Michael, et al. , International SUMMER SCHOOL on Visual Computing, Rostock, H.-J. Schulz, B. Urban, & U. Freiherr von Lukas , Frauenhoferverlag, URL: http://summerschool.igd-r.fraunhofer.de/index2.php, ISBN: 978-3-8396-0960-6, 17 - 21 August 2015.
Literature review in visual analytics for malware pattern analysis
Wagner Markus, Aigner Wolfgang, Haberson Andrea, Rind Alexander, In: Procedings of the 9th Forschungsforum der österreichischen Fachhochschulen, FH Hagenberg, 2015-04.
Integrating Explicit Knowledge in the Visual Analytics Process
Wagner Markus, In: Doctoral Consortium on Computer Vision, Imaging and Computer Graphics Theory and Applications (DCVISIGRAPP 2015), Berlin, SCITEPRESS Digital Library, 2015-03.
A Survey of Visualization Systems for Malware Analysis
Wagner Markus, Fischer Fabian, Luh Robert, Haberson Andrea, Rind Alexander, Keim Daniel A., Aigner Wolfgang, et al. In: Eurographics Conference on Visualization (EuroVis) - STARs, Cagliari, Italy, The Eurographics Association, pp. 105-125, URL: http://mc.fhstp.ac.at/supp/EuroVisStar2015, 10.2312/eurovisstar.20151114, 2015.
User Tasks for Evaluation: Untangling the Terminology Throughout Visualization Design and Development
Rind Alexander, Aigner Wolfgang, Wagner Markus, Miksch Silvia, Lammarsch Tim, In: Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization, BELIV '14, ACM, pp. 9–15, ISBN: 978-1-4503-3209-5, 10.1145/2669557.2669568, 2014.
Problem Characterization and Abstraction for Visual Analytics in Behavior-Based Malware Pattern Analysis
Wagner Markus, Aigner Wolfgang, Rind Alexander, Luh Robert, Dornhackl H., Kadletz K., Tavolato Paul, et al. In: Proceedings of the 2014 IEEE Workshop on Visualization for Cyber Security (VizSec 2014), ACM, pp. 9–16, ISBN: 978-1-4503-2826-5, 10.1145/2671491.2671498, 2014.