| Human-centric artificial intelligence architecture for industry 5.0 applications JM Rožanec, I Novalija, P Zajec, K Kenda, H Tavakoli Ghinani, S Suh, ... International journal of production research 61 (20), 6847-6872, 2023 | 166 | 2023 |
| XAI-KG: knowledge graph to support XAI and decision-making in manufacturing JM Rožanec, P Zajec, K Kenda, I Novalija, B Fortuna, D Mladenić International Conference on Advanced Information Systems Engineering, 167-172, 2021 | 22 | 2021 |
| STARdom: an architecture for trusted and secure human-centered manufacturing systems JM Rožanec, P Zajec, K Kenda, I Novalija, B Fortuna, D Mladenić, ... Advances in Production Management Systems. Artificial Intelligence for …, 2021 | 17 | 2021 |
| Towards active learning based smart assistant for manufacturing P Zajec, JM Rožanec, I Novalija, B Fortuna, D Mladenić, K Kenda Advances in Production Management Systems. Artificial Intelligence for …, 2021 | 15 | 2021 |
| Synthetic data augmentation using GAN for improved automated visual inspection JM Rožanec, P Zajec, S Theodoropoulos, E Koehorst, B Fortuna, ... Ifac-Papersonline 56 (2), 11094-11099, 2023 | 13 | 2023 |
| Enriching artificial intelligence explanations with knowledge fragments J Rožanec, E Trajkova, I Novalija, P Zajec, K Kenda, B Fortuna, ... Future internet 14 (5), 134, 2022 | 13 | 2022 |
| Active learning and novel model calibration measurements for automated visual inspection in manufacturing JM Rožanec, L Bizjak, E Trajkova, P Zajec, J Keizer, B Fortuna, ... Journal of Intelligent Manufacturing 35 (5), 1963-1984, 2024 | 12 | 2024 |
| Towards a comprehensive visual quality inspection for industry 4.0 JM Rožanec, P Zajec, E Trajkova, B Šircelj, B Brecelj, I Novalija, P Dam, ... IFAC-PapersOnLine 55 (10), 690-695, 2022 | 10 | 2022 |
| Few-shot learning for defect detection in manufacturing P Zajec, JM Rožanec, S Theodoropoulos, M Fontul, E Koehorst, B Fortuna, ... International Journal of Production Research, 1-20, 2024 | 7 | 2024 |
| Robust anomaly map assisted multiple defect detection with supervised classification techniques JM Rožanec, P Zajec, S Theodoropoulos, E Koehorst, B Fortunat, ... IFAC-PapersOnLine 56 (2), 7846-7851, 2023 | 4 | 2023 |
| Help me learn! Architecture and strategies to combine recommendations and active learning in manufacturing P Zajec, JM Rožanec, E Trajkova, I Novalija, K Kenda, B Fortuna, ... Information 12 (11), 473, 2021 | 4 | 2021 |
| Using semi-supervised learning and Wikipedia to train an event argument extraction system P Zajec, D Mladenić Informatica 46 (1), 2022 | 3 | 2022 |
| Knowledge modelling and active learning in manufacturing JM Rožanec, I Novalija, P Zajec, K Kenda, D Mladenic TRUSTED ARTIFICIAL INTELLIGENCE IN MANUFACTURING, 52, 2021 | 3 | 2021 |
| Identifying novel defects during ai-driven visual quality inspection S Theodoropoulos, P Zajec, JM Rožanec, D Dardanis, G Makridis, ... IFAC-PapersOnLine 56 (2), 3738-3743, 2023 | 2 | 2023 |
| Active learning and approximate model calibration for automated visual inspection in manufacturing JM Rožanec, L Bizjak, E Trajkova, P Zajec, J Keizer, B Fortuna, ... arXiv preprint arXiv:2209.05486, 2022 | 2 | 2022 |
| Enhancing manual revision in manufacturing with ai-based defect hints JM Rožanec, P Zajec, J Keizer, E Trajkova, B Fortuna, B Brecelj, B Šircelj, ... Central European Conference on Information and Intelligent Systems, 357-363, 2022 | 2 | 2022 |
| ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain G Bernárdez, L Telyatnikov, M Montagna, F Baccini, M Papillon, ... arXiv preprint arXiv:2409.05211, 2024 | 1 | 2024 |
| On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects S Theodoropoulos, P Zajec, JM Rožanec, D Kyriazis, P Tsanakas Machine Learning 113 (7), 4013-4035, 2024 | 1 | 2024 |
| Enhancing Cognitive Digital Twin Interaction using an LLM Agent J Šturm, P Zajec, M Škrjanc, D Mladenić, M Grobelnik 2024 47th MIPRO ICT and Electronics Convention (MIPRO), 103-107, 2024 | 1 | 2024 |
| Enhancing robustness to novel visual defects through StyleGAN latent space navigation: a manufacturing use case S Theodoropoulos, D Dardanis, G Makridis, P Zajec, JM Rožanec, ... Journal of Intelligent Manufacturing, 1-15, 2024 | | 2024 |
