Joze M. Rozanec

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 44

Top Topics

Demand Forecasting

Automated Visual Inspection

Decision Making

Imbalanced Datasets

Top Venues

ICPE (Companion)

Int. J. Prod. Res.

Publications

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) (2024)
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) (2024)
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) (2024)
Joze M. Rozanec, Matias Rozanec
Go-Network: a graph sampling library written in Go. ICPE (Companion) (2024)
Joze M. Rozanec, Beno Sircelj, Michael Cochez, Gregor Leban
Back to the Future: predicting causal relationships influencing oil prices. Tiny Papers @ ICLR (2024)
S. Haleh S. Dizaji, Joze M. Rozanec, Reza Farahani, Dumitru Roman, Radu Prodan
An Extensive Characterization of Graph Sampling Algorithms. ICPE (Companion) (2024)
Joze M. Rozanec, Peter Nemec, Gregor Leban, Marko Grobelnik
AI, What Does the Future Hold for Us? Automating Strategic Foresight. ICPE (Companion) (2023)
Peter Nemec, Gregor Leban, Joze M. Rozanec, Marko Grobelnik
Semi-Supervised Event Predictions with Graph Networks. ICPE (Companion) (2023)
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 (2023)
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) (2023)
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 (2023)
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)
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 (2023)
Joze M. Rozanec, Michael Cochez, Ruud van Bakel, Brian Elvesæter, Dumitru Roman
Graph-Scrutinizer: Towards Massive Graph Analytics and Reasoning. ICPE (Companion) (2023)
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)
Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic
Knowledge graph-based rich and confidentiality preserving Explainable Artificial Intelligence (XAI). Inf. Fusion 81 (2022)
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) (2022)
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 (2022)
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 (2022)
Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection. CoRR (2022)
Bor Brecelj, Beno Sircelj, Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic
Forecasting Sensor Values in Waste-To-Fuel Plants: a Case Study. CoRR (2022)
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 (2022)
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 (2022)
Joze M. Rozanec, Elena Trajkova, Inna Novalija, Patrik Zajec, Klemen Kenda, Blaz Fortuna, Dunja Mladenic
Enriching Artificial Intelligence Explanations with Knowledge Fragments. CoRR (2022)
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) (2022)
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) (2022)
Joze M. Rozanec, Bojan Nemec
Neural Dynamic Movement Primitives - a survey. CoRR (2022)
Elena Trajkova, Joze M. Rozanec, Paulien Dam, Blaz Fortuna, Dunja Mladenic
Active Learning for Automated Visual Inspection of Manufactured Products. CoRR (2021)
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 (2021)
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)
Patrik Zajec, Joze M. Rozanec, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Klemen Kenda
Towards Active Learning Based Smart Assistant for Manufacturing. APMS (4) (2021)
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 (2021)
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 (2021)
Georgios Sofianidis, Joze M. Rozanec, Dunja Mladenic, Dimosthenis Kyriazis
A Review of Explainable Artificial Intelligence in Manufacturing. CoRR (2021)
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) (2021)
Joze M. Rozanec, Dunja Mladenic
Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand. CoRR (2021)
Joze M. Rozanec, Dunja Mladenic
Semantic XAI for contextualized demand forecasting explanations. CoRR (2021)
Joze M. Rozanec, Elena Trajkova, Paulien Dam, Blaz Fortuna, Dunja Mladenic
Streaming Machine Learning and Online Active Learning for Automated Visual Inspection. CoRR (2021)
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)
Patrik Zajec, Joze M. Rozanec, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Klemen Kenda
Towards Active Learning Based Smart Assistant for Manufacturing. CoRR (2021)
Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Dunja Mladenic
Knowledge Modelling and Active Learning in Manufacturing. CoRR (2021)
Joze M. Rozanec
Explainable Demand Forecasting: A Data Mining Goldmine. WWW (Companion Volume) (2021)
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)
Pavlos Eirinakis, Kostas Kalaboukas, Stavros Lounis, Ioannis Mourtos, Joze M. Rozanec, Nenad Stojanovic, Georgios Zois
Enhancing Cognition for Digital Twins. ICE/ITMC (2020)