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ORCIDJoze M. Rozanec
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- affiliation: Jozef Stefan Institute, Ljubljana, Slovenia
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2020 – today
- 2024
[j10]Patrik Zajec
, Joze M. Rozanec, Spyros Theodoropoulos, Mihail Fontul, Erik Koehorst, Blaz Fortuna, Dunja Mladenic:
Few-shot learning for defect detection in manufacturing. Int. J. Prod. Res. 62(19): 6979-6998 (2024)- [j9]Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz:
Worker Activity Recognition in Manufacturing Line Using Near-Body Electric Field. IEEE Internet Things J. 11(7): 11554-11565 (2024) - [j8]Joze M. Rozanec, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaz Fortuna, Dunja Mladenic:
Active learning and novel model calibration measurements for automated visual inspection in manufacturing. J. Intell. Manuf. 35(5): 1963-1984 (2024) - [j7]Spyros Theodoropoulos, Patrik Zajec, Joze M. Rozanec, Dimosthenis Kyriazis, Panayiotis Tsanakas:
On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects. Mach. Learn. 113(7): 4013-4035 (2024) - [c14]Joze M. Rozanec, Beno Sircelj, Michael Cochez, Gregor Leban:
Back to the Future: predicting causal relationships influencing oil prices. Tiny Papers @ ICLR 2024 - [c13]S. Haleh S. Dizaji, Joze M. Rozanec, Reza Farahani, Dumitru Roman, Radu Prodan:
An Extensive Characterization of Graph Sampling Algorithms. ICPE (Companion) 2024: 135-140 - [c12]Joze M. Rozanec, Matias Rozanec:
Go-Network: a graph sampling library written in Go. ICPE (Companion) 2024: 151-155 - [i22]Gaël Gendron, Joze M. Rozanec, Michael Witbrock, Gillian Dobbie:
Counterfactual Causal Inference in Natural Language with Large Language Models. CoRR abs/2410.06392 (2024) - 2023
- [j6]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, Antonello Meloni, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, Blaz Fortuna, Dunja Mladenic, John Soldatos:
Human-centric artificial intelligence architecture for industry 5.0 applications. Int. J. Prod. Res. 61(20): 6847-6872 (2023) - [c11]Martin Molan, Junaid Ahmed Khan, Andrea Bartolini, Roberta Turra, Giorgio Pedrazzi, Michael Cochez, Alexandru Iosup, Dumitru Roman, Joze M. Rozanec, Ana Lucia Varbanescu, Radu Prodan:
The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin. COMPSAC 2023: 1459-1464 - [c10]Peter Nemec, Gregor Leban, Joze M. Rozanec, Marko Grobelnik:
Semi-Supervised Event Predictions with Graph Networks. ICPE (Companion) 2023: 245-246 - [c9]Joze M. Rozanec, Peter Nemec, Gregor Leban, Marko Grobelnik:
AI, What Does the Future Hold for Us? Automating Strategic Foresight. ICPE (Companion) 2023: 247-248 - [c8]Joze M. Rozanec, Michael Cochez, Ruud van Bakel, Brian Elvesæter, Dumitru Roman:
Graph-Scrutinizer: Towards Massive Graph Analytics and Reasoning. ICPE (Companion) 2023: 251-252 - [c7]Joze M. Rozanec, Brian Elvesæter, Dumitru Roman, Marko Grobelnik, Peter Haase:
Graph-Inceptor: Towards Extreme Data Ingestion, Massive Graph Creation and Storage. ICPE (Companion) 2023: 253-254 - [i21]Joze M. Rozanec, Elias Montini, Vincenzo Cutrona, Dimitrios Papamartzivanos, Timotej Klemencic, Blaz Fortuna, Dunja Mladenic, Entso Veliou, Thanassis Giannetsos, Christos Emmanouilidis:
Human in the AI loop via xAI and Active Learning for Visual Inspection. CoRR abs/2307.05508 (2023) - [i20]Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz:
Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field. CoRR abs/2308.03514 (2023) - [i19]Joze M. Rozanec, Gasper Petelin, João Pita Costa, Blaz Bertalanic, Gregor Cerar, Marko Gucek, Gregor Papa, Dunja Mladenic:
Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach. CoRR abs/2310.08088 (2023) - 2022
- [j5]Joze M. Rozanec, Elena Trajkova, Inna Novalija, Patrik Zajec, Klemen Kenda, Blaz Fortuna, Dunja Mladenic:
Enriching Artificial Intelligence Explanations with Knowledge Fragments. Future Internet 14(5): 134 (2022) - [j4]Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis:
Actionable cognitive twins for decision making in manufacturing. Int. J. Prod. Res. 60(2): 452-478 (2022) - [j3]Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic:
Knowledge graph-based rich and confidentiality preserving Explainable Artificial Intelligence (XAI). Inf. Fusion 81: 91-102 (2022) - [j2]Pavlos Eirinakis, Stavros Lounis, Stathis Plitsos, George Arampatzis, Kostas Kalaboukas, Klemen Kenda, Jinzhi Lu, Joze M. Rozanec, Nenad Stojanovic:
Cognitive Digital Twins for Resilience in Production: A Conceptual Framework. Inf. 13(1): 33 (2022) - [i18]Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Hooman Tavakoli, Sungho Suh, Entso Veliou, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia-Anna Menesidou, Rubén Alonso, Nino Cauli, Antonello Meloni, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, Blaz Fortuna, Dunja Mladenic, John Soldatos:
Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications. CoRR abs/2203.10794 (2022) - [i17]Joze M. Rozanec, Elena Trajkova, Inna Novalija, Patrik Zajec, Klemen Kenda, Blaz Fortuna, Dunja Mladenic:
Enriching Artificial Intelligence Explanations with Knowledge Fragments. CoRR abs/2204.05579 (2022) - [i16]Joze M. Rozanec, Bojan Nemec:
Neural Dynamic Movement Primitives - a survey. CoRR abs/2208.01903 (2022) - [i15]Joze M. Rozanec, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaz Fortuna, Dunja Mladenic:
Active Learning and Approximate Model Calibration for Automated Visual Inspection in Manufacturing. CoRR abs/2209.05486 (2022) - [i14]Bor Brecelj, Beno Sircelj, Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic:
Forecasting Sensor Values in Waste-To-Fuel Plants: a Case Study. CoRR abs/2209.13957 (2022) - [i13]Joze M. Rozanec, Dimitrios Papamartzivanos, Entso Veliou, Theodora Anastasiou, Jelle Keizer, Blaz Fortuna, Dunja Mladenic:
Machine Beats Machine: Machine Learning Models to Defend Against Adversarial Attacks. CoRR abs/2209.13963 (2022) - [i12]Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic:
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection. CoRR abs/2212.09317 (2022) - [i11]Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic:
Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques. CoRR abs/2212.09352 (2022) - 2021
- [j1]Patrik Zajec, Joze M. Rozanec, Elena Trajkova, Inna Novalija, Klemen Kenda, Blaz Fortuna, Dunja Mladenic:
Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing. Inf. 12(11): 473 (2021) - [c6]Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic:
XAI-KG: Knowledge Graph to Support XAI and Decision-Making in Manufacturing. CAiSE Workshops 2021: 167-172 - [c5]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, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, John Soldatos:
STARdom: An Architecture for Trusted and Secure Human-Centered Manufacturing Systems. APMS (4) 2021: 199-207 - [c4]Patrik Zajec, Joze M. Rozanec, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Klemen Kenda:
Towards Active Learning Based Smart Assistant for Manufacturing. APMS (4) 2021: 295-302 - [c3]Joze M. Rozanec:
Explainable Demand Forecasting: A Data Mining Goldmine. WWW (Companion Volume) 2021: 723-724 - [i10]Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis:
Actionable Cognitive Twins for Decision Making in Manufacturing. CoRR abs/2103.12854 (2021) - [i9]Joze M. Rozanec, Dunja Mladenic:
Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand. CoRR abs/2103.13812 (2021) - [i8]Patrik Zajec, Joze M. Rozanec, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Klemen Kenda:
Towards Active Learning Based Smart Assistant for Manufacturing. CoRR abs/2103.16177 (2021) - [i7]Joze M. Rozanec, Dunja Mladenic:
Semantic XAI for contextualized demand forecasting explanations. CoRR abs/2104.00452 (2021) - [i6]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, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, John Soldatos:
STARdom: an architecture for trusted and secure human-centered manufacturing systems. CoRR abs/2104.00983 (2021) - [i5]Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic:
XAI-KG: knowledge graph to support XAI and decision-making in manufacturing. CoRR abs/2105.01929 (2021) - [i4]Georgios Sofianidis, Joze M. Rozanec, Dunja Mladenic, Dimosthenis Kyriazis:
A Review of Explainable Artificial Intelligence in Manufacturing. CoRR abs/2107.02295 (2021) - [i3]Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Dunja Mladenic:
Knowledge Modelling and Active Learning in Manufacturing. CoRR abs/2107.02298 (2021) - [i2]Elena Trajkova, Joze M. Rozanec, Paulien Dam, Blaz Fortuna, Dunja Mladenic:
Active Learning for Automated Visual Inspection of Manufactured Products. CoRR abs/2109.02469 (2021) - [i1]Joze M. Rozanec, Elena Trajkova, Paulien Dam, Blaz Fortuna, Dunja Mladenic:
Streaming Machine Learning and Online Active Learning for Automated Visual Inspection. CoRR abs/2110.09396 (2021) - 2020
- [c2]Joze M. Rozanec, Jinzhi Lu, Aljaz Kosmerlj, Klemen Kenda, Kiritsis Dimitris, Viktor Jovanoski, Jan Rupnik, Mario Karlovcec, Blaz Fortuna:
Towards Actionable Cognitive Digital Twins for Manufacturing. SeDiT@ESWC 2020 - [c1]Pavlos Eirinakis, Kostas Kalaboukas, Stavros Lounis, Ioannis Mourtos, Joze M. Rozanec, Nenad Stojanovic, Georgios Zois:
Enhancing Cognition for Digital Twins. ICE/ITMC 2020: 1-7
Coauthor Index
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