Joze M. Rozanec

According to our database, Joze M. Rozanec authored at least 39 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects.

Spyros Theodoropoulos, Patrik Zajec, Joze M. Rozanec, Dimosthenis Kyriazis, Panayiotis Tsanakas

Mach. Learn., July, 2024

Active learning and novel model calibration measurements for automated visual inspection in manufacturing.

Joze M. Rozanec, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaz Fortuna, Dunja Mladenic

J. Intell. Manuf., June, 2024

Worker Activity Recognition in Manufacturing Line Using Near-Body Electric Field.

Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz

IEEE Internet Things J., April, 2024

Few-shot learning for defect detection in manufacturing.

Patrik Zajec, Joze M. Rozanec, Spyros Theodoropoulos, Mihail Fontul, Erik Koehorst, Blaz Fortuna, Dunja Mladenic

Int. J. Prod. Res., 2024

Counterfactual Causal Inference in Natural Language with Large Language Models.

Gaël Gendron, Joze M. Rozanec, Michael Witbrock, Gillian Dobbie

CoRR, 2024

Go-Network: a graph sampling library written in Go.

Joze M. Rozanec, Matias Rozanec

Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

An Extensive Characterization of Graph Sampling Algorithms.

S. Haleh S. Dizaji, Joze M. Rozanec, Reza Farahani, Dumitru Roman, Radu Prodan

Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

Back to the Future: predicting causal relationships influencing oil prices.

Joze M. Rozanec, Beno Sircelj, Michael Cochez, Gregor Leban

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

2023

Human-centric artificial intelligence architecture for industry 5.0 applications.

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

Int. J. Prod. Res., October, 2023

Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach.

Joze M. Rozanec, Gasper Petelin, João Pita Costa, Blaz Bertalanic, Gregor Cerar, Marko Gucek, Gregor Papa, Dunja Mladenic

CoRR, 2023

Human in the AI loop via xAI and Active Learning for Visual Inspection.

Joze M. Rozanec, Elias Montini, Vincenzo Cutrona, Dimitrios Papamartzivanos, Timotej Klemencic, Blaz Fortuna, Dunja Mladenic, Entso Veliou, Thanassis Giannetsos, Christos Emmanouilidis

CoRR, 2023

AI, What Does the Future Hold for Us? Automating Strategic Foresight.

Joze M. Rozanec, Peter Nemec, Gregor Leban, Marko Grobelnik

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

Graph-Inceptor: Towards Extreme Data Ingestion, Massive Graph Creation and Storage.

Joze M. Rozanec, Brian Elvesæter, Dumitru Roman, Marko Grobelnik, Peter Haase

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

Graph-Scrutinizer: Towards Massive Graph Analytics and Reasoning.

Joze M. Rozanec, Michael Cochez, Ruud van Bakel, Brian Elvesæter, Dumitru Roman

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

Semi-Supervised Event Predictions with Graph Networks.

Peter Nemec, Gregor Leban, Joze M. Rozanec, Marko Grobelnik

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin.

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

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022

Cognitive Digital Twins for Resilience in Production: A Conceptual Framework.

Pavlos Eirinakis, Stavros Lounis, Stathis Plitsos, George Arampatzis, Kostas Kalaboukas, Klemen Kenda, Jinzhi Lu, Joze M. Rozanec, Nenad Stojanovic

Inf., 2022

Knowledge graph-based rich and confidentiality preserving Explainable Artificial Intelligence (XAI).

Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic

Inf. Fusion, 2022

Actionable cognitive twins for decision making in manufacturing.

Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis

Int. J. Prod. Res., 2022

Enriching Artificial Intelligence Explanations with Knowledge Fragments.

Joze M. Rozanec, Elena Trajkova, Inna Novalija, Patrik Zajec, Klemen Kenda, Blaz Fortuna, Dunja Mladenic

Future Internet, 2022

Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques.

Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic

CoRR, 2022

Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection.

Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic

CoRR, 2022

Machine Beats Machine: Machine Learning Models to Defend Against Adversarial Attacks.

Joze M. Rozanec, Dimitrios Papamartzivanos, Entso Veliou, Theodora Anastasiou, Jelle Keizer, Blaz Fortuna, Dunja Mladenic

CoRR, 2022

Forecasting Sensor Values in Waste-To-Fuel Plants: a Case Study.

Bor Brecelj, Beno Sircelj, Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic

CoRR, 2022

Active Learning and Approximate Model Calibration for Automated Visual Inspection in Manufacturing.

Joze M. Rozanec, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaz Fortuna, Dunja Mladenic

CoRR, 2022

Neural Dynamic Movement Primitives - a survey.

Joze M. Rozanec, Bojan Nemec

CoRR, 2022

2021

Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing.

Patrik Zajec, Joze M. Rozanec, Elena Trajkova, Inna Novalija, Klemen Kenda, Blaz Fortuna, Dunja Mladenic

Inf., 2021

Streaming Machine Learning and Online Active Learning for Automated Visual Inspection.

Joze M. Rozanec, Elena Trajkova, Paulien Dam, Blaz Fortuna, Dunja Mladenic

CoRR, 2021

Active Learning for Automated Visual Inspection of Manufactured Products.

Elena Trajkova, Joze M. Rozanec, Paulien Dam, Blaz Fortuna, Dunja Mladenic

CoRR, 2021

Knowledge Modelling and Active Learning in Manufacturing.

Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Dunja Mladenic

CoRR, 2021

A Review of Explainable Artificial Intelligence in Manufacturing.

Georgios Sofianidis, Joze M. Rozanec, Dunja Mladenic, Dimosthenis Kyriazis

CoRR, 2021

Semantic XAI for contextualized demand forecasting explanations.

Joze M. Rozanec, Dunja Mladenic

CoRR, 2021

Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand.

Joze M. Rozanec, Dunja Mladenic

CoRR, 2021

Explainable Demand Forecasting: A Data Mining Goldmine.

Joze M. Rozanec

Proceedings of the Companion of The Web Conference 2021, 2021

Towards Active Learning Based Smart Assistant for Manufacturing.

Patrik Zajec, Joze M. Rozanec, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Klemen Kenda

Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021

STARdom: An Architecture for Trusted and Secure Human-Centered Manufacturing Systems.

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

Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021

XAI-KG: Knowledge Graph to Support XAI and Decision-Making in Manufacturing.

Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic

Proceedings of the Advanced Information Systems Engineering Workshops - CAiSE 2021 International Workshops, Melbourne, VIC, Australia, June 28, 2021

2020

Enhancing Cognition for Digital Twins.

Pavlos Eirinakis, Kostas Kalaboukas, Stavros Lounis, Ioannis Mourtos, Joze M. Rozanec, Nenad Stojanovic, Georgios Zois

Proceedings of the 2020 IEEE International Conference on Engineering, 2020

Towards Actionable Cognitive Digital Twins for Manufacturing.

Joze M. Rozanec, Jinzhi Lu, Aljaz Kosmerlj, Klemen Kenda, Kiritsis Dimitris, Viktor Jovanoski, Jan Rupnik, Mario Karlovcec, Blaz Fortuna

Proceedings of the International Workshop on Semantic Digital Twins co-located with the 17th Extended Semantic Web Conference, 2020