Blaž Fortuna

Jožef Stefan Institute — SI

Computer Science · Physical Sciences

20h-index1.8kcitations116works13.02yr avg
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Research Topics

Semantic Web and Ontologies(36), Topic Modeling(22), Natural Language Processing Techniques(22), Web Data Mining and Analysis(15), Industrial Vision Systems and Defect Detection(14)

Publications116 total

Few-shot learning for defect detection in manufacturing
International Journal of Production Research·2024· 21 citedOpen Access
Adaptive explainable artificial intelligence for visual defect inspection.
Procedia Computer Science·2024· 5 citedOpen Access
Machine-Learning-Based Soft Sensors for LPG Distillation Columns Quality Monitoring: Comparing Strategies for Zero-Inflated Data
2023· 2 cited
Human in the AI Loop via xAI and Active Learning for Visual Inspection
2023· 11 citedOpen Access
Human in the AI loop via xAI and Active Learning for Visual Inspection
arXiv (Cornell University)·2023· 3 citedOpen Access
Active learning and novel model calibration measurements for automated visual inspection in manufacturing
Journal of Intelligent Manufacturing·2023· 17 citedOpen Access
Predicting Operators’ Fatigue in a Human in the Artificial Intelligence Loop for Defect Detection in Manufacturing
IFAC-PapersOnLine·2023· 8 citedOpen Access
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection
IFAC-PapersOnLine·2023· 18 citedOpen Access
Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques
arXiv (Cornell University)·2022Open Access
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection
arXiv (Cornell University)·2022· 4 citedOpen Access
Human-centric artificial intelligence architecture for industry 5.0 applications
International Journal of Production Research·2022· 233 citedOpen Access
Machine Beats Machine: Machine Learning Models to Defend Against Adversarial Attacks
arXiv (Cornell University)·2022· 1 citedOpen Access
Forecasting Sensor Values in Waste-To-Fuel Plants: a Case Study
arXiv (Cornell University)·2022Open Access
Active Learning and Novel Model Calibration Measurements for Automated Visual Inspection in Manufacturing
arXiv (Cornell University)·2022· 2 citedOpen Access
Machine-Learning-Based Soft Sensors for Energy Efficient Operation of Crude Distillation Units
2022 International Conference on Electrical, Computer and Energy Technologies (ICECET)·2022· 4 cited
Enriching Artificial Intelligence Explanations with Knowledge Fragments
Future Internet·2022· 11 citedOpen Access
Enriching Artificial Intelligence Explanations with Knowledge Fragments
arXiv (Cornell University)·2022Open Access
Enriching Artificial Intelligence Explanations with Knowledge Fragments
Preprints.org·2022· 4 citedOpen Access
Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications
arXiv (Cornell University)·2022· 26 citedOpen Access
Streaming Machine Learning and Online Active Learning for Automated Visual Inspection.
IFAC-PapersOnLine·2022· 1 citedOpen Access
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Frequent Co-authors

Dunja Mladenić(34), Marko Grobelnik(19), Jože M. Rožanec(16), Patrik Zajec(8), Klemen Kenda(8), Inna Novalija(5), Spyros Theodoropoulos(5), Delia Rusu(5), Elena Trajkova(5), Entso Veliou(4), Dimitrios Papamartzivanos(4), Thanassis Giannetsos(4), Sofia Anna Menesidou(3), Rubén Alonso(3), Nino Cauli(3), Diego Reforgiato Recupero(3), Dimosthenis Kyriazis(3), Georgios Sofianidis(3), John Soldatos(3), Miha Grćar(3)