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Author

Jože Martin Rožanec

Observed names: J. Rozanec, Joze M. Rozanec, Joze Rozanec, Jože M. Rožanec, Jože M. Rožanec, Jože Rožanec, Rozanec, Joze M., Rožanec, Jože M, Rožanec, Jože M., Rožanec, Jože Martin
ORCID: 0000-0002-3665-639X
Observed ORCID: 0000-0002-3665-639X
OpenAlex ID: A5067396725
Human-centric artificial intelligence architecture for industry 5.0 applications
2022 · Jože M. Rožanec, Inna Novalija, et al. · International Journal of Production Research · 372
Actionable cognitive twins for decision making in manufacturing
2021 · Jože M. Rožanec, Jinzhi Lu, et al. · International Journal of Production Research · 121
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Automotive OEM Demand Forecasting: A Comparative Study of Forecasting Algorithms and Strategies
2021 · Jože M. Rožanec, Blaž Kažič, et al. · Applied Sciences · 84
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Implementation of Cognitive Digital Twins in Connected and Agile Supply Networks—An Operational Model
2021 · Kostas Kalaboukas, Jože Rožanec, et al. · Applied Sciences · 74
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Cognitive Digital Twins for Resilience in Production: A Conceptual Framework
2022 · Pavlos Eirinakis, Stavros Lounis, et al. · Information · 71
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Enhancing Cognition for Digital Twins
2020 · Pavlos Eirinakis, Kostas Kalaboukas, et al. · IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) · 64
Knowledge graph-based rich and confidentiality preserving Explainable Artificial Intelligence (XAI)
2021 · Jože M. Rožanec, Blaž Fortuna, et al. · Information Fusion · 63
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Few-shot learning for defect detection in manufacturing
2024 · Patrik Zajec, Jože M. Rožanec, et al. · International Journal of Production Research · 50
5. A Review of Explainable Artificial Intelligence in Manufacturing
2021 · Georgios Soanidis, Jože M. Rožanec, et al. · 41
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection
2023 · Jože M. Rožanec, Patrik Zajec, et al. · IFAC-PapersOnLine · 36
Towards a Comprehensive Visual Quality Inspection for Industry 4.0*
2022 · Jože M. Rožanec, Patrik Zajec, et al. · IFAC-PapersOnLine · 34
Streaming Machine Learning and Online Active Learning for Automated Visual Inspection.
2022 · Jože M. Rožanec, Elena Trajkova, et al. · IFAC-PapersOnLine · 32
Active learning and novel model calibration measurements for automated visual inspection in manufacturing
2023 · Jože M. Rožanec, Luka Bizjak, et al. · Journal of Intelligent Manufacturing · 29
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Usage of statistical modeling techniques in surface and groundwater level prediction
2020 · Klemen Kenda, Jože Peternelj, et al. · AQUA - Water Infrastructure Ecosystems and Society · 28
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XAI-KG: Knowledge Graph to Support XAI and Decision-Making in Manufacturing
2021 · Jože M. Rožanec, Patrik Zajec, et al. · Lecture notes in business information processing · 27
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Dealing with zero-inflated data: Achieving state-of-the-art with a two-fold machine learning approach
2025 · Jože M. Rožanec, Gašper Petelin, et al. · Engineering Applications of Artificial Intelligence · 26
Reframing Demand Forecasting: A Two-Fold Approach for Lumpy and Intermittent Demand
2022 · Jože Martin Rožanec, Blaž Fortuna, et al. · Sustainability · 25
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Worker Activity Recognition in Manufacturing Line Using Near-Body Electric Field
2023 · Sungho Suh, Vitor Fortes Rey, et al. · IEEE Internet of Things Journal · 23
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A Review of Explainable Artificial Intelligence in Manufacturing
2021 · Sofianidis, Georgios, Rožanec, Jože M., et al. · arXiv (Cornell University) · 21
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Towards Actionable Cognitive Digital Twins for Manufacturing.
2020 · Jože M. Rožanec, Jinzhi Lu, et al. · 21
Human in the AI Loop via xAI and Active Learning for Visual Inspection
2023 · Jože M. Rožanec, Elias Montini, et al. · Springer eBooks · 19
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STARdom: An Architecture for Trusted and Secure Human-Centered Manufacturing Systems
2021 · Jože M. Rožanec, Patrik Zajec, et al. · IFIP advances in information and communication technology · 19
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Enriching Artificial Intelligence Explanations with Knowledge Fragments
2022 · Jože Rožanec, Elena Trajkova, et al. · Future Internet · 17
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Cyber-Physical LPG Debutanizer Distillation Columns: Machine-Learning-Based Soft Sensors for Product Quality Monitoring
2021 · Jože M. Rožanec, Elena Trajkova, et al. · Applied Sciences · 17
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Counterfactual Causal Inference in Natural Language with Large Language Models
2024 · Gendron, Gaël, Rožanec, Jože M., et al. · arXiv (Cornell University) · 15
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Works count: 76
Citation count: 1,510
H-index: 20
I10-index: 33
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