XAI-KG: Knowledge Graph to Support XAI and Decision-Making in Manufacturing. - Joze M. Rozanec; Patrik Zajec; Klemen Kenda; Inna Novalija; Blaz Fortuna; Dunja Mladenic (CAiSE Workshops, 2021)

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)

Towards Active Learning Based Smart Assistant for Manufacturing. - Patrik Zajec; Joze M. Rozanec; Inna Novalija; Blaz Fortuna; Dunja Mladenic; Klemen Kenda (APMS (4), 2021)

Knowledge Modelling and Active Learning in Manufacturing. - Joze M. Rozanec; Inna Novalija; Patrik Zajec; Klemen Kenda; Dunja Mladenic (CoRR, 2021)

Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing. - Patrik Zajec; Joze M. Rozanec; Elena Trajkova; Inna Novalija; Klemen Kenda; Blaz Fortuna; Dunja Mladenic (Inf., 2021)

Active Learning and Approximate Model Calibration for Automated Visual Inspection in Manufacturing. - Joze M. Rozanec; Luka Bizjak; Elena Trajkova; Patrik Zajec; Jelle Keizer; Blaz Fortuna; Dunja Mladenic (CoRR, 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)

Enriching Artificial Intelligence Explanations with Knowledge Fragments. - Joze M. Rozanec; Elena Trajkova; Inna Novalija; Patrik Zajec; Klemen Kenda; Blaz Fortuna; Dunja Mladenic (Future Internet, 2022)

Using Semi-Supervised Learning and Wikipedia to Train an Event Argument Extraction System. - Patrik Zajec; Dunja Mladenic (Informatica (Slovenia), 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)

Enhancing Cognitive Digital Twin Interaction using an LLM Agent. - Jan Sturm; Patrik Zajec; Maja Skrjanc; Dunja Mladenic; Marko Grobelnik (MIPRO, 2024)

ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain. - Guillermo Bernárdez; Lev Telyatnikov; Marco Montagna; Federica Baccini; Mathilde Papillon; Miquel Ferriol Galmés; Mustafa Hajij; Theodore Papamarkou; Maria Sofia Bucarelli; Olga Zaghen; Johan Mathe; Audun Myers; et al. (CoRR, 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)

Active learning and novel model calibration measurements for automated visual inspection in manufacturing. - Joze M. Rozanec; Luka Bizjak; Elena Trajkova; Patrik Zajec; Jelle Keizer; Blaz Fortuna; Dunja Mladenic (J. Intell. Manuf., 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)

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)