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Mr. Aristeidis Mystakidis

Research Assistant

  • PhD, Data Science, International Hellenic University (ongoing)
  • MSc in Computer Science (Mobile and Web Computing), International Hellenic University (2019)
  • Master in Business Administration(MBA), University of Macedonia (2018)
  • Master of Engineering (MEng), Electrical and Computer Engineering, Democritus University of Thrace (2015)
Artificial Intelligence Research Associate, Data Scientist, CERTH, (2021-ongoing) Advanced Database Systems Lab Associate, International Hellenic University (2021-2022) Data Scientist, Emisia SA, (2018 - 2021) Data Engineer, INTRACOM Constructions - Intrakat at SKG Airport, (2017-2018) Partner - Tutor - Instructor in University's Students Tutorial LEARN IT, (2017-2017) PUBLICATIONS: Big Data Mining for Smart Cities: Predicting Traffic Congestion using Classification [2020] , ETC/ATNI Report 15/2019: Factors affecting the CO2 emissions performance of five EU car manufacture [2020] Data Mining for Smart Cities [2019], Rostering optimization for an oncology clinic with java and integer programming [2019] LANGUAGE SKILLS: English, Japanese

Recent Publications

Show all (7)

  • 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.
  • N. Tsalikidis, A. Mystakidis, C. Tjortjis, P. Koukaras, D. Ioannidis, "Energy load forecasting: one-step ahead hybrid model utilizing ensembling.", Computing. 2024 Jan;106(1):241-73 https://doi.org/10.1007/s00607-023-01217-2
  • A. Mystakidis, N. Tsalikidis, P. Koukaras, C. Kontoulis, P. A. Gkaidatzis, D. Ioannidis, C. Tjortjis, D. Tzovaras, "Power Load Forecasting: A Time-series Multi-step ahead and Multi-model analysis.", Proc. IEEE 58th Int’l Universities Power Engineering Conf. (UPEC 23), 2023.
Contact
Mr. Aristeidis Mystakidis

Information Technologies Institute
Centre of Research & Technology - Hellas
Email: a.mystakidis@iti.gr
Url: https://www.linkedin.com/in/aristeidis-mystakidis-32230013b/

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