Dr. Paraskevas Koukaras

Postdoctoral Research Associate

  • PhD in Data Science, International Hellenic University (IHU) (2021)
  • MSc in Information and Communication Technology (ICT) Systems, International Hellenic University (IHU) (2017)
  • BSc in Computer Engineering, Alexander Technological Educational Institute of Thessaloniki (ATEI) (2013)

Dr. Paraskevas Koukouras is a postdoctoral scientific associate at the Information Technologies Institute (ITI) of the Centre for Research and Technology Hellas (CERTH). He studied Computer Science at the Department of Informatics of the Alexander Technological Educational Institute of Thessaloniki (ATEI), graduating in 2013. In 2017, he received his Master’s degree in Information and Communication Technologies (ICT) from the International Hellenic University (IHU). In 2021, he completed his doctoral studies in Data Science at IHU, focusing on interdisciplinary knowledge extraction approaches in social media and in the energy sector using machine learning methods. Since 2019, he has been participating in H2020 and LIFE-CET research projects, developing web applications/interfaces and demand-response technologies for improved decision-making regarding energy ecosystems and enhanced energy efficiency and well-being in buildings. His research interests include machine learning, data analysis, information modeling, correlation mining, sentiment analysis, forecasting, multi-layer information networks, heterogeneous information networks, graph-based approaches, and hybrid functionality algorithms. He is the author or co-author of more than 40 research publications, including peer-reviewed journals, conference proceedings, and book chapters, and serves as an active reviewer for various international journals and conferences.

Recent Publications

Show all (17)

  • P. Papadopoulos, P. Koukaras, E. Giama, D. Ioannidis, A. M. Papadopoulos, P. A. Fokaides, "Enhancing Smart Readiness through Simplified Financial Indicators.", In 2024 9th International Conference on Smart and Sustainable Technologies (SpliTech) 2024 Jun 25 (pp. 1-5). IEEE.
  • N. Tsalikidis, P. Koukaras, D. Ioannidis, D. Tzovaras, "Hybrid CNN-LSTM Forecasting Model for Electric Vehicle Charging Demand in Smart Building.", In 2024 6th Global Power, Energy and Communication Conference (GPECOM) 2024 Jun 4 (pp. 590-595). IEEE.
  • A. Mystakidis, P. Koukaras, N. Tsalikidis, D. Ioannidis, C. Tjortjis, "Energy Forecasting: A Comprehensive Review of Techniques and Technologies.", Energies. 2024 Mar 30;17(7):1662.
  • P. Koukaras, K. D. Afentoulis, P. A. Gkaidatzis, A. Mystakidis, D. Ioannidis, S. I. Vagropoulos, C. Tjortjis, "Integrating Blockchain in Smart Grids for Enhanced Demand Response: Challenges, Strategies, and Future Directions.", Energies. 2024 Feb 21;17(5):1007.
  • N. Tsalikidis, A. Mystakidis, P. Koukaras, M. Ivaškevičius, L. Morkūnaitė, D. Ioannidis, P. A. Fokaides, C. Tjortjis, D. Tzovaras, "Urban traffic congestion prediction: a multi-step approach utilizing sensor data and weather information.", Smart Cities. 2024 Jan 19;7(1):233-53.
Contact
Dr. Paraskevas Koukaras
Building C (Ganas) - Office B17

Information Technologies Institute
Centre of Research & Technology - Hellas
9th km Thessaloniki - Thermi, 57001, Thessaloniki, Greece
Email: p.koukaras@iti.gr
Url: https://www.linkedin.com/in/koukarasparaskevas

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