Bio

I am an assistant professor in  in the Cognitive Science and Artificial Intelligence department at Tilburg University. My research interests in general are network analysis, graph structured data, and data mining. Data science projects with a social aspect motivates me a lot. My recent research is over behavioral link analytics and knowledge based link prediction. I have a mathematical background,  my thesis  involved algebraic graph theory and combinatorics.  I also worked in the industry for a period of four years in banking and consultancy environments as a quant and a data analyst, working with financial and trade data mainly.   For the near future, I want to focus on problems that brings combinatorics and machine learning together,  for example for deep learning network design and optimisation purposes.

Courses

Recent publications

  1. Behavioral Link Analytics on Heterogeneous Human Interaction Networks

    Atzmueller, M., Güven, Ç., Shayan, P., Masiala, S., Mackenbach, R., & Liebregts, W. (Accepted/In press). Behavioral Link Analytics on Heterogeneous Human Interaction Networks. International Journal of Transdisciplinary AI.
  2. Applying ASP for Knowledge-Based Link Prediction with Explanation Gen…

    Güven, Ç., Atzmueller, M., & Seipel, D. (2020). Applying ASP for Knowledge-Based Link Prediction with Explanation Generationin Feature-Rich Networks. Transactions on Network Science and Engineering.
  3. Monitoring of Critical Assets

    Albano, M., Abete, J. M., Čuček, V., Inza, I. B., De Brabandere, K., Etxabe, A., Gabilondo, I., Güven, Ç., Holenderski , M., Iturrospe, A., Jantunen, E., Ferreira, L. L., Moldován, I., Olaizola, J., Saenz de Argandona, E., Sarr, B., Schneickert , S., Socorro , R., Sprong, H., ... Woyte, A. (2019). Monitoring of Critical Assets. In M. Albano, E. Jantunen, G. Papa, & U. Zurutuza (Eds.), The MANTIS Book: Cyber Physical System Based Proactive Collaborative Maintenance (pp. 93-144). River Publishers.
  4. A Multi-Perspective View on Model-Based Exceptional Link Analysis on …

    Atzmueller, M., & Güven, Ç. (2019). A Multi-Perspective View on Model-Based Exceptional Link Analysis on Complex Interaction Networks. Poster session presented at Annual Conference of The Netherlands Platform of Complex Systems, Utrecht, Netherlands.
  5. Behavioral Analysis on Socio-Spatial Interaction Networks concerning …

    Atzmueller, M., Güven, Ç., Shayan, P., Masiala, S., Mackenbach, R., & Liebregts, W. (2019). Behavioral Analysis on Socio-Spatial Interaction Networks concerning User Preferences, Interactions and their Perception. Paper presented at ABIS 2019 - 23rd International Workshop on Personalization and Recommendation on the Web and Beyond, Hof, Germany.

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