Spyros Theodoropoulos

12 papers C 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
A NeuroSymbolic Human-in-the-Loop Approach Towards Fusing Medical Expert Knowledge with ANNs.
AIAI Workshops (2)
Spyros Theodoropoulos, Georgios Makridis, Aristodemos Pnevmatikakis, Vrettos Moulos, Dimosthenis Kyriazis, Panayiotis Tsanakas
2025 J jnl
Enhancing robustness to novel visual defects through StyleGAN latent space navigation: a manufacturing use case.
J. Intell. Manuf.
Spyros Theodoropoulos, Dimitrios Dardanis, Georgios Makridis, Patrik Zajec, Joze M. Rozanec, Dimosthenis Kyriazis, Panayiotis Tsanakas
2024 J jnl
Few-shot learning for defect detection in manufacturing.
Int. J. Prod. Res.
Patrik Zajec, Joze M. Rozanec, Spyros Theodoropoulos, Mihail Fontul, Erik Koehorst, Blaz Fortuna, Dunja Mladenic
2024 J jnl
On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects.
Mach. Learn.
Spyros Theodoropoulos, Patrik Zajec, Joze M. Rozanec, Dimosthenis Kyriazis, Panayiotis Tsanakas
2024 — conf
Robust Novel Defect Detection with Neurosymbolic AI.
APMS (5)
Spyros Theodoropoulos, Georgios Makridis, Dimosthenis Kyriazis, Panayiotis Tsanakas
2023 J jnl
Human-centric artificial intelligence architecture for industry 5.0 applications.
Int. J. Prod. Res.
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
2022 J jnl
Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications.
CoRR
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
2022 J jnl
Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques.
CoRR
Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic
2022 J jnl
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection.
CoRR
Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic
2022 C conf
XAI enhancing cyber defence against adversarial attacks in industrial applications.
IPAS
Georgios Makridis, Spyros Theodoropoulos, Dimitrios Dardanis, Ioannis Makridis, Maria Margarita Separdani, Georgios Fatouros, Dimosthenis Kyriazis, Panagiotis Koulouris
2021 — conf
STARdom: An Architecture for Trusted and Secure Human-Centered Manufacturing Systems.
APMS (4)
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
2021 J jnl
STARdom: an architecture for trusted and secure human-centered manufacturing systems.
CoRR
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