Mr. Dimitrios Spanos | Trustworthy AI | Best Researcher Award
PhD Student at Aristotle University of Thessaloniki, Greece
A passionate and forward-thinking AI researcher, he has steadily built a solid foundation in trustworthy intelligent systems through rigorous academic training and dynamic research involvement. With hands-on project experience across several EU-funded research initiatives, his focus remains on socially responsible and high-impact technological advancement.
Profile
Best Researcher Award
Dimitrios Spanos stands out as a highly promising academic researcher whose contributions to deep learning, trustworthy AI systems, and uncertainty estimation demonstrate a remarkable depth of understanding and originality. His consistent engagement with advanced AI methodologies and commitment to scientific impact make him a deserving nominee for the Best Researcher Award.
Education
He is currently pursuing a Ph.D. in Computer Science at the Aristotle University of Thessaloniki, specializing in Deep Learning Methodologies for Trustworthy Intelligent Systems. He previously earned a Master of Engineering in Electrical & Computer Engineering from the same institution with a strong academic record and a thesis in multi-view semi-supervised learning for image classification.
Experience
He has held multiple research roles at the Artificial Intelligence & Information Analysis Lab, engaging in significant projects such as DeepLET, OpenDR, DeepFinance, and AMBROSIA, which deal with lightweight AI, autonomous perception, multimodal portfolio management, and biomedical fairness, respectively. Additionally, he gained early R&D experience through an internship at CERTH–ITI working on biometric detection systems.
Research Interest
His core research interests revolve around deep learning, uncertainty estimation, multimodal fusion, photonic neural networks, and trustworthy AI. He focuses on bridging the gap between advanced computational intelligence and real-world societal challenges, such as biomedical fairness and financial decision systems.
Publication
Journal Article (2025):
D. Spanos, N. Passalis, A. Tefas — “Leveraging Subclass Learning for Improving Uncertainty Estimation in Deep Learning” — Neurocomputing, 2025
Conference Papers (2025):
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D. Spanos, N. Passalis, A. Tefas — “Reliable Uncertainty Estimation in Autonomous Systems via Feature Collapse Mitigation” — 8th IEEE ICPS, 2025
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D. Spanos et al. — “Sepsis Detection Exploiting Biomarker Analysis with Deep Neural Networks” — 8th IEEE ICPS, 2025
His publications reflect an emphasis on reliable and responsible AI, combining theoretical innovation with domain application.
Honors & Awards
He was awarded a prestigious scholarship from the Hellenic Foundation for Research & Innovation (H.F.R.I.) in 2023, recognizing the value and future potential of his research in artificial intelligence and computational science.
Conclusion
In light of his focused research trajectory, impactful publications, dedication to academic mentoring, and contributions to cutting-edge AI applications, Dimitrios Spanos exemplifies the qualities of an outstanding academic researcher. His record speaks of innovation, commitment, and the capability to lead transformative changes in science and society.