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Spyros Theodoropoulos
Observed name:
Theodoropoulos, Spyros
Institutions:
University of Piraeus,
National Technical University of Athens
Observed institutions:
University of Piraeus,
National Technical University of Athens
ORCID:
0009-0002-3491-5682
Observed ORCID:
0009-0002-3491-5682
OpenAlex ID:
A5007160612
Human-centric artificial intelligence architecture for industry 5.0 applications
2022
·
Jože M. Rožanec
, Inna Novalija
, et al.
·
International Journal of Production Research
·
376
Few-shot learning for defect detection in manufacturing
2024
·
Patrik Zajec
, Jože M. Rožanec
, et al.
·
International Journal of Production Research
·
53
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection
2023
·
Jože M. Rožanec
, Patrik Zajec
, et al.
·
IFAC-PapersOnLine
·
36
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
PDF
XAI enhancing cyber defence against adversarial attacks in industrial applications
2022
·
Georgios Makridis
, Spyros Theodoropoulos
, et al.
·
IEEE International Conference on Image Processing, Applications and Systems (IPAS)
·
17
On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects
2024
·
Spyros Theodoropoulos
, Patrik Zajec
, et al.
·
Machine Learning
·
11
PDF
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
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
A NeuroSymbolic Human-in-the-Loop Approach Towards Fusing Medical Expert Knowledge with ANNs
2025
·
Spyros Theodoropoulos
, Georgios Makridis
, et al.
·
IFIP advances in information and communication technology
·
2
Robust Novel Defect Detection with Neurosymbolic AI
2024
·
Spyros Theodoropoulos
, Georgios Makridis
, et al.
·
IFIP advances in information and communication technology
·
2
Project Webinar | NeuroSymbolic AI Unpacked: What It Is and How HumAIne Puts It to Work
2025
·
Theodoropoulos, Spyros
, Mihovska, Albena
, et al.
·
Zenodo (CERN European Organization for Nuclear Research)
A NeuroSymbolic Human-in-the-loop Approach Towards Fusing Medical Expert Knowledge with ANNs
2025
·
Theodoropoulos, Spyros
, Makridis, Georgios
, et al.
·
Zenodo (CERN European Organization for Nuclear Research)
6. Confidence Assessment of AI Models in Simulated Industrial Environments
2021
·
Spyros Theodoropoulos
, Dimitrios Dardanis
, et al.
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Works count:
14
Citation count:
534
H-index:
7
I10-index:
6
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