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Patrik Zajec

Observed name: Zajec, Patrik
ORCID: 0000-0002-6630-3106
Observed ORCID: 0000-0002-6630-3106
OpenAlex ID: A5054995729
Human-centric artificial intelligence architecture for industry 5.0 applications
2022 · Jože M. Rožanec, Inna Novalija, et al. · International Journal of Production Research · 372
Few-shot learning for defect detection in manufacturing
2024 · Patrik Zajec, Jože M. Rožanec, et al. · International Journal of Production Research · 50
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
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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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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Enhancing Cognitive Digital Twin Interaction using an LLM Agent
2024 · Jan Šturm, Patrik Zajec, et al. · International Convention on Information and Communication Technology, Electronics and Microelectronics · 20
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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Towards Active Learning Based Smart Assistant for Manufacturing
2021 · Patrik Zajec, Jože Martin Rožanec, et al. · IFIP advances in information and communication technology · 13
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On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects
2024 · Spyros Theodoropoulos, Patrik Zajec, et al. · Machine Learning · 11
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Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing
2021 · Patrik Zajec, Jože M. Rožanec, et al. · Information · 11
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Enhancing robustness to novel visual defects through StyleGAN latent space navigation: a manufacturing use case
2024 · Spyros Theodoropoulos, Dimitrios Dardanis, et al. · Journal of Intelligent Manufacturing · 8
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
2024 · Bernárdez, Guillermo, Telyatnikov, Lev, et al. · arXiv (Cornell University) · 7
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Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques
2023 · Jože M. Rožanec, Patrik Zajec, et al. · IFAC-PapersOnLine · 5
Identifying Novel Defects during AI-driven Visual Quality Inspection
2023 · Spyros Theodoropoulos, Patrik Zajec, et al. · IFAC-PapersOnLine · 5
3. Knowledge Modelling and Active Learning in Manufacturing
2021 · Jože M. Rožanec, Inna Novalija, et al. · 4
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Using Semi-Supervised Learning and Wikipedia to Train an Event Argument Extraction System
2022 · Patrik Zajec, Dunja Mladenić · Informatica · 3
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Media news regarding Automotive Industry, Global Economy, Unemployment, and Logistics
2021 · Rožanec, Jože Martin, Zajec, Patrik, et al. · Harvard Dataverse
Ontology for XAI and decision-making feedback collection - demand forecasting use case.
2021 · Rožanec, Jože Martin, Zajec, Patrik, et al. · Harvard Dataverse
Ontologies for XAI and decision-making feedback collection.
2021 · Rožanec, Jože Martin, Zajec, Patrik, et al. · Harvard Dataverse
Ontology for XAI and decision-making feedback collection.
2021 · Rožanec, Jože Martin, Zajec, Patrik, et al. · Harvard Dataverse
Works count: 22
Citation count: 671
H-index: 11
I10-index: 12
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