Enhancing Cognition for Digital Twins
Eirinakis, Pavlos, Kalaboukas, Kostas, Lounis, Stavros, Mourtos, Ioannis, Rozanec, Joze M., Stojanovic, Nenad, Zois, Georgios
Published in 2020 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) (01.06.2020)
Published in 2020 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) (01.06.2020)
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Conference Proceeding
Human-centric artificial intelligence architecture for industry 5.0 applications
Rožanec, Jože M., Novalija, Inna, Zajec, Patrik, Kenda, Klemen, Tavakoli Ghinani, Hooman, Suh, Sungho, Veliou, Entso, Papamartzivanos, Dimitrios, Giannetsos, Thanassis, Menesidou, Sofia Anna, Alonso, Ruben, Cauli, Nino, Meloni, Antonello, Recupero, Diego Reforgiato, Kyriazis, Dimosthenis, Sofianidis, Georgios, Theodoropoulos, Spyros, Fortuna, Blaž, Mladenić, Dunja, Soldatos, John
Published in International journal of production research (18.10.2023)
Published in International journal of production research (18.10.2023)
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Journal Article
On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects
Theodoropoulos, Spyros, Zajec, Patrik, Rožanec, Jože M., Kyriazis, Dimosthenis, Tsanakas, Panayiotis
Published in Machine learning (01.07.2024)
Published in Machine learning (01.07.2024)
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Journal Article
Actionable cognitive twins for decision making in manufacturing
Rožanec, Jože M., Lu, Jinzhi, Rupnik, Jan, Škrjanc, Maja, Mladenić, Dunja, Fortuna, Blaž, Zheng, Xiaochen, Kiritsis, Dimitris
Published in International journal of production research (17.01.2022)
Published in International journal of production research (17.01.2022)
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Journal Article
Few-shot learning for defect detection in manufacturing
Zajec, Patrik, Rožanec, Jože M., Theodoropoulos, Spyros, Fontul, Mihail, Koehorst, Erik, Fortuna, Blaž, Mladenić, Dunja
Published in International journal of production research (01.10.2024)
Published in International journal of production research (01.10.2024)
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Journal Article
Active learning and novel model calibration measurements for automated visual inspection in manufacturing
Rožanec, Jože M., Bizjak, Luka, Trajkova, Elena, Zajec, Patrik, Keizer, Jelle, Fortuna, Blaž, Mladenić, Dunja
Published in Journal of intelligent manufacturing (01.06.2024)
Published in Journal of intelligent manufacturing (01.06.2024)
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Journal Article
Automotive OEM Demand Forecasting: A Comparative Study of Forecasting Algorithms and Strategies
Rožanec, Jože M., Kažič, Blaž, Škrjanc, Maja, Fortuna, Blaž, Mladenić, Dunja
Published in Applied sciences (01.08.2021)
Published in Applied sciences (01.08.2021)
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Journal Article
Enhancing robustness to novel visual defects through StyleGAN latent space navigation: a manufacturing use case
Theodoropoulos, Spyros, Dardanis, Dimitrios, Makridis, Georgios, Zajec, Patrik, Rožanec, Jože M., Kyriazis, Dimosthenis, Tsanakas, Panayiotis
Published in Journal of intelligent manufacturing (27.05.2024)
Published in Journal of intelligent manufacturing (27.05.2024)
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Journal Article
Cognitive Digital Twins for Resilience in Production: A Conceptual Framework
Eirinakis, Pavlos, Lounis, Stavros, Plitsos, Stathis, Arampatzis, George, Kalaboukas, Kostas, Kenda, Klemen, Lu, Jinzhi, Rožanec, Jože M., Stojanovic, Nenad
Published in Information (Basel) (01.01.2022)
Published in Information (Basel) (01.01.2022)
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Journal Article
Adaptive explainable artificial intelligence for visual defect inspection
Rožanec, Jože M., Šircelj, Beno, Fortuna, Blaž, Mladenić, Dunja
Published in Procedia computer science (2024)
Published in Procedia computer science (2024)
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Journal Article
Explaining Bad Forecasts in Global Time Series Models
Rožanec, Jože, Trajkova, Elena, Kenda, Klemen, Fortuna, Blaž, Mladenić, Dunja
Published in Applied sciences (01.10.2021)
Published in Applied sciences (01.10.2021)
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Journal Article
Enriching Artificial Intelligence Explanations with Knowledge Fragments
Rožanec, Jože, Trajkova, Elena, Novalija, Inna, Zajec, Patrik, Kenda, Klemen, Fortuna, Blaž, Mladenić, Dunja
Published in Future internet (01.05.2022)
Published in Future internet (01.05.2022)
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Journal Article
KL-ADWIN: enhanced concept drift detection over multiple time windows
Jelenčič, Jakob, Rožanec, Jože M, Mladenić, Dunja
Published in Central European Conference on Information and Intelligent Systems (01.01.2022)
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Published in Central European Conference on Information and Intelligent Systems (01.01.2022)
Conference Proceeding
Explainable Artificial Intelligence Meets Active Learning: A Novel GradCAM-based Active Learning Strategy
Križnar, Karel, tuna, Blaž, Rožanec^, Jože M, Mladenić, Dunja
Published in Conference proceedings (01.01.2023)
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Published in Conference proceedings (01.01.2023)
Conference Proceeding