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
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
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
News Across Languages - Cross-Lingual Document Similarity and Event Tracking
Rupnik, Jan, Muhic, Andrej, Leban, Gregor, Skraba, Primoz, Fortuna, Blaz, Grobelnik, Marko
Published in The Journal of artificial intelligence research (01.01.2016)
Published in The Journal of artificial intelligence research (01.01.2016)
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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
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
Cyber-Physical LPG Debutanizer Distillation Columns: Machine-Learning-Based Soft Sensors for Product Quality Monitoring
Rožanec, Jože Martin, Trajkova, Elena, Lu, Jinzhi, Sarantinoudis, Nikolaos, Arampatzis, George, Eirinakis, Pavlos, Mourtos, Ioannis, Onat, Melike K., Yilmaz, Deren Ataç, Košmerlj, Aljaž, Kenda, Klemen, Fortuna, Blaž, Mladenić, Dunja
Published in Applied sciences (01.12.2021)
Published in Applied sciences (01.12.2021)
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Journal Article
Data Sparsity Issues in the Collaborative Filtering Framework
Grčar, Miha, Mladenič, Dunja, Fortuna, Blaž, Grobelnik, Marko
Published in Advances in Web Mining and Web Usage Analysis (2006)
Published in Advances in Web Mining and Web Usage Analysis (2006)
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Book Chapter
Conference Proceeding
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection
Rožanec, Jože M., Zajec, Patrik, Theodoropoulos, Spyros, Koehorst, Erik, Fortuna, Blaž, Mladenić, Dunja
Published in IFAC-PapersOnLine (01.01.2023)
Published in IFAC-PapersOnLine (01.01.2023)
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Journal Article
Semi-automatic Construction of Topic Ontologies
Fortuna, Blaž, Mladenič, Dunja, Grobelnik, Marko
Published in Lecture notes in computer science (2006)
Published in Lecture notes in computer science (2006)
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Book Chapter
Conference Proceeding