STARdom: An Architecture for Trusted and Secure Human-Centered Manufacturing Systems. - 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; et al. (APMS (4), 2021)

XAI enhancing cyber defence against adversarial attacks in industrial applications. - Georgios Makridis; Spyros Theodoropoulos; Dimitrios Dardanis; Ioannis Makridis; Maria Margarita Separdani; Georgios Fatouros; Dimosthenis Kyriazis; Panagiotis Koulouris (IPAS, 2022)

Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection. - Joze M. Rozanec; Patrik Zajec; Spyros Theodoropoulos; Erik Koehorst; Blaz Fortuna; Dunja Mladenic (CoRR, 2022)

Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques. - Joze M. Rozanec; Patrik Zajec; Spyros Theodoropoulos; Erik Koehorst; Blaz Fortuna; Dunja Mladenic (CoRR, 2022)

Human-centric artificial intelligence architecture for industry 5.0 applications. - 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; et al. (Int. J. Prod. Res., 2023)

Robust Novel Defect Detection with Neurosymbolic AI. - Spyros Theodoropoulos; Georgios Makridis; Dimosthenis Kyriazis; Panayiotis Tsanakas (APMS (5), 2024)

Few-shot learning for defect detection in manufacturing. - Patrik Zajec; Joze M. Rozanec; Spyros Theodoropoulos; Mihail Fontul; Erik Koehorst; Blaz Fortuna; Dunja Mladenic (Int. J. Prod. Res., 2024)

On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects. - Spyros Theodoropoulos; Patrik Zajec; Joze M. Rozanec; Dimosthenis Kyriazis; Panayiotis Tsanakas (Mach. Learn., 2024)

A NeuroSymbolic Human-in-the-Loop Approach Towards Fusing Medical Expert Knowledge with ANNs. - Spyros Theodoropoulos; Georgios Makridis; Aristodemos Pnevmatikakis; Vrettos Moulos; Dimosthenis Kyriazis; Panayiotis Tsanakas (AIAI Workshops (2), 2025)

Enhancing robustness to novel visual defects through StyleGAN latent space navigation: a manufacturing use case. - Spyros Theodoropoulos; Dimitrios Dardanis; Georgios Makridis; Patrik Zajec; Joze M. Rozanec; Dimosthenis Kyriazis; Panayiotis Tsanakas (J. Intell. Manuf., 2025)