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ORCIDSpyros Theodoropoulos
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2020 – today
- 2024
[j3]Patrik Zajec
, Joze M. Rozanec, Spyros Theodoropoulos, Mihail Fontul, Erik Koehorst, Blaz Fortuna, Dunja Mladenic:
Few-shot learning for defect detection in manufacturing. Int. J. Prod. Res. 62(19): 6979-6998 (2024)- [j2]Spyros Theodoropoulos, Patrik Zajec, Joze M. Rozanec, Dimosthenis Kyriazis, Panayiotis Tsanakas:
On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects. Mach. Learn. 113(7): 4013-4035 (2024) - [c3]Spyros Theodoropoulos, Georgios Makridis, Dimosthenis Kyriazis, Panayiotis Tsanakas:
Robust Novel Defect Detection with Neurosymbolic AI. APMS (5) 2024: 381-396 - 2023
- [j1]Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Hooman Tavakoli Ghinani, Sungho Suh, Entso Veliou, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia-Anna Menesidou, Rubén Alonso, Nino Cauli, Antonello Meloni, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, Blaz Fortuna, Dunja Mladenic, John Soldatos:
Human-centric artificial intelligence architecture for industry 5.0 applications. Int. J. Prod. Res. 61(20): 6847-6872 (2023) - 2022
- [c2]Georgios Makridis, Spyros Theodoropoulos, Dimitrios Dardanis, Ioannis Makridis, Maria Margarita Separdani, Georgios Fatouros, Dimosthenis Kyriazis, Panagiotis Koulouris:
XAI enhancing cyber defence against adversarial attacks in industrial applications. IPAS 2022: 1-8 - [i4]Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Hooman Tavakoli, Sungho Suh, Entso Veliou, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia-Anna Menesidou, Rubén Alonso, Nino Cauli, Antonello Meloni, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, Blaz Fortuna, Dunja Mladenic, John Soldatos:
Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications. CoRR abs/2203.10794 (2022) - [i3]Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic:
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection. CoRR abs/2212.09317 (2022) - [i2]Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic:
Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques. CoRR abs/2212.09352 (2022) - 2021
- [c1]Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Entso Veliou, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia-Anna Menesidou, Rubén Alonso, Nino Cauli, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, John Soldatos:
STARdom: An Architecture for Trusted and Secure Human-Centered Manufacturing Systems. APMS (4) 2021: 199-207 - [i1]Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Entso Veliou, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia-Anna Menesidou, Rubén Alonso, Nino Cauli, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, John Soldatos:
STARdom: an architecture for trusted and secure human-centered manufacturing systems. CoRR abs/2104.00983 (2021)
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