Logo

People

Dr. Georgia Kougka

Postdoctoral Research Associate

  • Postdoc, Dept. of Informatics, Aristotle University of Thessaloniki, Greece (2019)
  • Ph.D., Dept. of Informatics, Aristotle University of Thessaloniki, Greece (2017)
  • M.Sc., Dept. of Informatics, Aristotle University of Thessaloniki, Greece (2012)
  • B.Sc., Dept. of Informatics, Ionian University, Greece (2010)

Georgia Kougka is a postdoc and her research interests lie in the field of data-centric flow modeling, optimization and execution, but also in business process optimization. Moreover, she has also participated in several research programs and other research interests are the data pre-processing in order to create artificial events based on sensor measurements for predictive maintenance purposes in Industry 4.0 scenarios. Finally, she deals with data analysis in Smart Agriculture and Energy Disaggregation scenarios. Her published research results provide an advanced insight in data analytics optimization.

Recent Publications

Show all (2)

  • G. Tzionis, G. Kougka, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, M. Vlachopoulou, "Comparative Analysis of Feature Importance in Machine Learning Models for Predictive Maintenance.", Springer Nature, Enterprise Interoperability XI Book, May 2025, doi: 10.1007/978-3-031-93995-2
  • G. Tzionis, G. Kougka, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, M. Vlachopoulou, "Enhancing Robustness in Feature Importance Methods with NAFIC and CESHAP for Improved Interpretability.", Applied Artificial Intelligence Journal, Taylor & Francis Group, May 2025.
Contact
Dr. Georgia Kougka

Information Technologies Institute
Centre of Research & Technology - Hellas
Email: kougka@iti.gr