PUBLICATIONS

  1. Eirinakis, Pavlos; Kalaboukas, Kostas; Lounis, Stavros; Mourtos, Ioannis; Rožanec, Jože M.; Stojanovic, Nenad; Zois, Georgios (2020): Enhancing Cognition for Digital Twins.
  2. Gharaei A., Lu J., Stoll O., Zheng X., West S., Kiritsis D. (2020): Systems Engineering Approach to Identify Requirements for Digital Twins Development.
  3. Jinzhi Lu, Xiaochen Zheng, Ali Gharaei, Kostas Kalaboukas, Dimitris Kiritsis (2020): Cognitive twins for supporting decision-makings of internet of things systems.
  4. Pengfei Yang，Jinzhi Lu，Lei Feng，Shouxuan Wu，Guoxin Wang，Dimitris Kiritsis (2021): A Knowledge Management Approach Supporting Model-Based Systems Engineering.
  5. Jinzhi Lu，Xiaochen Zheng，Lukas Schweiger，Dimitris Kiritsis (2021): A Cognitive Approach to Manage the Complexity of Digital Twin Systems.
  6. Mourtos I., Vatikiotis S., Zois G. (2021): Scheduling Jobs on Unrelated Machines with Job Splitting and Setup Resource Constraints for Weaving in Textile Manufacturing.
  7. Zampou, Eleni; Mourtos, Ioannis; Pramatari, Katerina; and Seidel, Stefan (2021): A Design Theory for Energy and Carbon Management Systems in the Supply Chain.
  8. Kasapidis, G.A., Paraskevopoulos, D.C., Repoussis, P.P. and Tarantilis, C.D. (2021): Flexible Job Shop Scheduling Problems with Arbitrary Precedence Graphs.
  9. Rožanec, Jože Martin (2021): Cyber-Physical LPG Debutanizer Distillation Columns: Machine-Learning-Based Soft Sensors for Product Quality Monitoring.
  10. Zajec, Patrik  (2021): Help me learn! Architecture and strategies to combine recommendations and active learning in manufacturing.
  11. Rožanec, Jože M. (2021): Actionable Cognitive Twins for Decision Making in Manufacturing.
  12. Rožanec, Jože M. (2021): Automotive OEM Demand Forecasting: A Comparative Study of Forecasting Algorithms and Strategies.
  13. Kalaboukas, Kostas (2021): Implementation of Cognitive Digital Twins in Connected and Agile Supply Networks – An Operational Model.
  14. Rozanec, Joze M. (2021): Explainable Demand Forecasting: A Data Mining Goldmine.
  15. Zajec, Patrik (2021): Towards Active Learning Based Smart Assistant for Manufacturing.
  16. Rožanec, Jože M. (2021): STARdom: an architecture for trusted and secure human-centered manufacturing systems.
  17. Rožanec, Jože M., Blaž Fortuna, and Dunja Mladenić (2022): Knowledge graph-based rich and confidentiality preserving Explainable Artificial Intelligence (XAI).
  18. Jinzhi Lu; Dejiu Chen; Guoxin Wang; Dimitris Kiritsis; Martin Törngren (2022): Model-Based Systems Engineering Tool-Chain for Automated Parameter Value Selection.
  19. Eirinakis, P.; Lounis, S.; Plitsos, S.; Arampatzis, G.; Kalaboukas, K.; Kenda, K.; Lu, J.; Rožanec, J.M.; Stojanovic, N. (2022): Cognitive Digital Twins for Resilience in Production: A Conceptual Framework.
  20. Rožanec, J., Trajkova, E., Novalija, I., Zajec, P., Kenda, K., Fortuna, B., & Mladenić, D. (2022): Enriching Artificial Intelligence Explanations with Knowledge Fragments.