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Dr. Theodoros Semertzidis

Postdoctoral Research Associate

  • Diploma in Electrical and Computer Engineering (2004)
  • Msc. in Advanced computer and communication systems (2009)
  • Ph.D. Electrical and computer Engineer - title: Multimedia Big Data Analysis and Retrieval (2017)

Theodoros Semertzidis works at the Informatics and Telematics Institute of the Centre for Research and Technology Hellas, as a research associate, since April 2006.

His research interests cover areas of machine and deep learning, analysis and retrieval of multimedia big data, distributed systems, embedded systems, Internet applications, databases and social networks.

Recent Publications

Show all (40)

  • P. Kiriakidis, E. Kafali, G. Rizos, A. Voulgaridis, T. Semertzidis, S. Gazut, P. Daras, K. Votis, "Building a Use Case-Driven Adversarial Threat Matrix: A Comprehensive Approach.", 2024 IEEE International Conference on Cyber Security and Resilience (CSR), London, United Kingdom, 2024, pp. 587-592. DOI: 10.1109/CSR61664.2024.10679406
  • C. N. Spartalis, T. Semertzidis, P. Daras, "Balancing XAI with Privacy and Security Considerations", In European Symposium on Research in Computer Security. Cham: Springer International Publishing. Netherlands, September, 2023.
  • V. Pisinaras, A. Nikolaidiou, T. Semertzidis, P. Daras, G. Balacco, M. Fidelibus, E. Tziritis, "Forecasting electrical conductivity of a coastal karstic aquifer with artificial intelligence methods", EGU22-8124, 2022.
  • V. Pisinaras, A. Nikolaidou, T. Semertzidis, P. Daras, C. Güler, M. A. Kurt, "Application of deep learning algorithms for the forecasting of electrical conductivity under different saline hydrogeochemical environments", 2022 Goldschmidt Conference, 2022.
  • E. Kafali, T. Semertzidis, P. Daras, "Delayed Adversarial Training with Non-Sequential Adversarial Epochs", in IEEE International Conference on Tools with Artificial Intelligence, November 1-3, 2021.
Contact
Dr. Theodoros Semertzidis
Building A - Office 2.5

Information Technologies Institute
Centre of Research & Technology - Hellas
6th km Harilaou - Thermis, 57001, Thermi - Thessaloniki
Tel.: +30 2311 257803
Fax: +30 2310 474128
Email: theosem@iti.gr

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