Joze M. Rozanec

58 papers B 1C 1Misc 1Journal 39Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Graph2TS: Structure-Controlled Time Series Generation via Quantile-Graph VAEs. CoRR Shaoshuai Du, Joze M. Rozanec, Andy D. Pimentel, Ana Lucia Varbanescu
2026	J	`jnl`	Tide: A Customisable Dataset Generator for Anti-Money Laundering Research. CoRR Montijn van den Beukel, Joze M. Rozanec, Ana Lucia Varbanescu
2025	J	`jnl`	Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds. CoRR Gaël Gendron, Joze M. Rozanec, Michael Witbrock, Gillian Dobbie
2025	J	`jnl`	Dealing with zero-inflated data: Achieving state-of-the-art with a two-fold machine learning approach. Eng. Appl. Artif. Intell. Joze M. Rozanec, Gasper Petelin, João Pita Costa, Gregor Cerar, Blaz Bertalanic, Marko Gucek, Gregor Papa, Dunja Mladenic
2025	J	`jnl`	Enhancing robustness to novel visual defects through StyleGAN latent space navigation: a manufacturing use case. J. Intell. Manuf. Spyros Theodoropoulos, Dimitrios Dardanis, Georgios Makridis, Patrik Zajec, Joze M. Rozanec, Dimosthenis Kyriazis, Panayiotis Tsanakas
2025	J	`jnl`	Fiaingen: A financial time series generative method matching real-world data quality. CoRR Joze M. Rozanec, Tina Zezlin, Laurentiu Vasiliu, Dunja Mladenic, Radu Prodan, Dumitru Roman
2025	J	`jnl`	Holistic Graph-Processing Systems: Enabling Real-World Scale and Societal Impact (Dagstuhl Seminar 25171). Dagstuhl Reports Alexandru Iosup, Ana Lucia Varbanescu, Hannes Voigt, Joze M. Rozanec
2025	—	`conf`	Learning anomalies from graph: predicting compute node failures on HPC clusters. NLDL Joze M. Rozanec, Roy Krumpak, Martin Molan, Andrea Bartolini
2024	J	`jnl`	Active learning and novel model calibration measurements for automated visual inspection in manufacturing. J. Intell. Manuf. Joze M. Rozanec, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaz Fortuna, Dunja Mladenic
2024	—	`conf`	An Extensive Characterization of Graph Sampling Algorithms. ICPE (Companion) S. Haleh S. Dizaji, Joze M. Rozanec, Reza Farahani, Dumitru Roman, Radu Prodan
2024	—	`conf`	Back to the Future: predicting causal relationships influencing oil prices. Tiny Papers @ ICLR Joze M. Rozanec, Beno Sircelj, Michael Cochez, Gregor Leban
2024	J	`jnl`	Counterfactual Causal Inference in Natural Language with Large Language Models. CoRR Gaël Gendron, Joze M. Rozanec, Michael Witbrock, Gillian Dobbie
2024	J	`jnl`	Few-shot learning for defect detection in manufacturing. Int. J. Prod. Res. Patrik Zajec, Joze M. Rozanec, Spyros Theodoropoulos, Mihail Fontul, Erik Koehorst, Blaz Fortuna, Dunja Mladenic
2024	—	`conf`	Go-Network: a graph sampling library written in Go. ICPE (Companion) Joze M. Rozanec, Matias Rozanec
2024	Misc	`conf`	Graph Sampling Quality Prediction for Algorithm Recommendation. HiPC S. Haleh S. Dizaji, Reza Farahani, Joze M. Rozanec, Dragi Kimovski, Ahmet Soylu, Radu Prodan
2024	J	`jnl`	On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects. Mach. Learn. Spyros Theodoropoulos, Patrik Zajec, Joze M. Rozanec, Dimosthenis Kyriazis, Panayiotis Tsanakas
2024	—	`conf`	Predicting Compute Node Unavailability in HPC: A Graph-Based Machine Learning Approach. SC Workshops Roy Krumpak, Joze M. Rozanec, Martin Molan, Matteo Angelinelli, Andrea Bartolini
2024	J	`jnl`	Worker Activity Recognition in Manufacturing Line Using Near-Body Electric Field. IEEE Internet Things J. Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz
2023	—	`conf`	AI, What Does the Future Hold for Us? Automating Strategic Foresight. ICPE (Companion) Joze M. Rozanec, Peter Nemec, Gregor Leban, Marko Grobelnik
2023	C	`conf`	Adaptive explainable artificial intelligence for visual defect inspection. ISM Joze M. Rozanec, Beno Sircelj, Blaz Fortuna, Dunja Mladenic
2023	J	`jnl`	Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach. CoRR Joze M. Rozanec, Gasper Petelin, João Pita Costa, Blaz Bertalanic, Gregor Cerar, Marko Gucek, Gregor Papa, Dunja Mladenic
2023	—	`conf`	Graph-Inceptor: Towards Extreme Data Ingestion, Massive Graph Creation and Storage. ICPE (Companion) Joze M. Rozanec, Brian Elvesæter, Dumitru Roman, Marko Grobelnik, Peter Haase
2023	—	`conf`	Graph-Scrutinizer: Towards Massive Graph Analytics and Reasoning. ICPE (Companion) Joze M. Rozanec, Michael Cochez, Ruud van Bakel, Brian Elvesæter, Dumitru Roman
2023	J	`jnl`	Human in the AI loop via xAI and Active Learning for Visual Inspection. CoRR Joze M. Rozanec, Elias Montini, Vincenzo Cutrona, Dimitrios Papamartzivanos, Timotej Klemencic, Blaz Fortuna, Dunja Mladenic, Entso Veliou, Thanassis Giannetsos, Christos Emmanouilidis
2023	J	`jnl`	Human-centric artificial intelligence architecture for industry 5.0 applications. Int. J. Prod. Res. 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
2023	—	`conf`	Machine-Learning-Based Soft Sensors for LPG Distillation Columns Quality Monitoring: Comparing Strategies for Zero-Inflated Data. ICECET Joze M. Rozanec, Beno Sircelj, Melike K. Onat, Nikolaos Sarantinoudis, George Arampatzis, Blaz Fortuna, Dunja Mladenic
2023	—	`conf`	Semi-Supervised Event Predictions with Graph Networks. ICPE (Companion) Peter Nemec, Gregor Leban, Joze M. Rozanec, Marko Grobelnik
2023	B	`conf`	The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin. COMPSAC 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
2023	J	`jnl`	Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field. CoRR Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz
2022	J	`jnl`	Actionable cognitive twins for decision making in manufacturing. Int. J. Prod. Res. Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis
2022	J	`jnl`	Active Learning and Approximate Model Calibration for Automated Visual Inspection in Manufacturing. CoRR Joze M. Rozanec, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaz Fortuna, Dunja Mladenic
2022	J	`jnl`	Cognitive Digital Twins for Resilience in Production: A Conceptual Framework. Inf. Pavlos Eirinakis, Stavros Lounis, Stathis Plitsos, George Arampatzis, Kostas Kalaboukas, Klemen Kenda, Jinzhi Lu, Joze M. Rozanec, Nenad Stojanovic
2022	J	`jnl`	Enriching Artificial Intelligence Explanations with Knowledge Fragments. CoRR Joze M. Rozanec, Elena Trajkova, Inna Novalija, Patrik Zajec, Klemen Kenda, Blaz Fortuna, Dunja Mladenic
2022	J	`jnl`	Enriching Artificial Intelligence Explanations with Knowledge Fragments. Future Internet Joze M. Rozanec, Elena Trajkova, Inna Novalija, Patrik Zajec, Klemen Kenda, Blaz Fortuna, Dunja Mladenic
2022	J	`jnl`	Forecasting Sensor Values in Waste-To-Fuel Plants: a Case Study. CoRR Bor Brecelj, Beno Sircelj, Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic
2022	J	`jnl`	Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications. CoRR 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
2022	J	`jnl`	Knowledge graph-based rich and confidentiality preserving Explainable Artificial Intelligence (XAI). Inf. Fusion Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic
2022	J	`jnl`	Machine Beats Machine: Machine Learning Models to Defend Against Adversarial Attacks. CoRR Joze M. Rozanec, Dimitrios Papamartzivanos, Entso Veliou, Theodora Anastasiou, Jelle Keizer, Blaz Fortuna, Dunja Mladenic
2022	J	`jnl`	Neural Dynamic Movement Primitives - a survey. CoRR Joze M. Rozanec, Bojan Nemec
2022	J	`jnl`	Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques. CoRR Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic
2022	J	`jnl`	Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection. CoRR Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic
2021	J	`jnl`	A Review of Explainable Artificial Intelligence in Manufacturing. CoRR Georgios Sofianidis, Joze M. Rozanec, Dunja Mladenic, Dimosthenis Kyriazis
2021	J	`jnl`	Actionable Cognitive Twins for Decision Making in Manufacturing. CoRR Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis
2021	J	`jnl`	Active Learning for Automated Visual Inspection of Manufactured Products. CoRR Elena Trajkova, Joze M. Rozanec, Paulien Dam, Blaz Fortuna, Dunja Mladenic
2021	—	`conf`	Explainable Demand Forecasting: A Data Mining Goldmine. WWW (Companion Volume) Joze M. Rozanec
2021	J	`jnl`	Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing. Inf. Patrik Zajec, Joze M. Rozanec, Elena Trajkova, Inna Novalija, Klemen Kenda, Blaz Fortuna, Dunja Mladenic
2021	J	`jnl`	Knowledge Modelling and Active Learning in Manufacturing. CoRR Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Dunja Mladenic
2021	J	`jnl`	Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand. CoRR Joze M. Rozanec, Dunja Mladenic
2021	—	`conf`	STARdom: An Architecture for Trusted and Secure Human-Centered Manufacturing Systems. APMS (4) 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
2021	J	`jnl`	STARdom: an architecture for trusted and secure human-centered manufacturing systems. CoRR 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
2021	J	`jnl`	Semantic XAI for contextualized demand forecasting explanations. CoRR Joze M. Rozanec, Dunja Mladenic
2021	J	`jnl`	Streaming Machine Learning and Online Active Learning for Automated Visual Inspection. CoRR Joze M. Rozanec, Elena Trajkova, Paulien Dam, Blaz Fortuna, Dunja Mladenic
2021	—	`conf`	Towards Active Learning Based Smart Assistant for Manufacturing. APMS (4) Patrik Zajec, Joze M. Rozanec, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Klemen Kenda
2021	J	`jnl`	Towards Active Learning Based Smart Assistant for Manufacturing. CoRR Patrik Zajec, Joze M. Rozanec, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Klemen Kenda
2021	—	`conf`	XAI-KG: Knowledge Graph to Support XAI and Decision-Making in Manufacturing. CAiSE Workshops Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic
2021	J	`jnl`	XAI-KG: knowledge graph to support XAI and decision-making in manufacturing. CoRR Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic
2020	—	`conf`	Enhancing Cognition for Digital Twins. ICE/ITMC Pavlos Eirinakis, Kostas Kalaboukas, Stavros Lounis, Ioannis Mourtos, Joze M. Rozanec, Nenad Stojanovic, Georgios Zois
2020	—	`conf`	Towards Actionable Cognitive Digital Twins for Manufacturing. SeDiT@ESWC Joze M. Rozanec, Jinzhi Lu, Aljaz Kosmerlj, Klemen Kenda, Kiritsis Dimitris, Viktor Jovanoski, Jan Rupnik, Mario Karlovcec, Blaz Fortuna