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 (39)

  • 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.
  • P. Stalidis, T. Semertzidis, P. Daras, "Examining Deep Learning Architectures for Crime Classification and Prediction",Forecasting, 3(4), pp. 741-762, 2021. DOI: https://doi.org/10.3390/forecast3040046
  • A. Chatzitofis, P. Cancian, V. Gkitsas, A. Carlucci, P. Stalidis, G. Albanis, A. Karakottas, T. Semertzidis, P. Daras, "Volume-of-Interest Aware Deep Neural Networks for Rapid Chest CT-Based COVID-19 Patient Risk Assessment",International Journal of Environmental Research and Public Health, 18(6), p. 2842, Special Issue Deep Learning: AI Steps Up in Battle against COVID-19, 2021. DOI: https://doi.org/10.3390/ijerph18062842
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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