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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 (4)

  • 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.
  • N. Tsalikidis, A. Mystakidis, C. Tjortjis, P. Koukaras, D. Ioannidis, "Energy load forecasting: one-step ahead hybrid model utilizing ensembling.", Computing (2023). https://doi.org/10.1007/s00607-023-01217-2
  • A. Mystakidis, E. Ntozi, K. Afentoulis, P. Koukaras, P. Gkaidatzis, D. Ioannidis, C. Tjortjis, D. Tzovaras, "Energy generation forecasting: Elevating performance with machine and deep learning.", Computing 105, 1623–1645 (2023). https://doi.org/10.1007/s00607-023-01164-y
  • A. Mystakidis, E. Ntozi, K. Afentoulis, P. Koukaras, G. Giannopoulos, N. Bezas, P. Gkaidatzis, D. Ioannidis, C. Tjortjis, D. Tzovaras, "One Step Ahead Energy Load Forecasting: A Multi-model approach utilizing Machine and Deep Learning", . In 2022 57th International Universities Power Engineering Conference (UPEC) (pp. 1-6). IEEE, Istanbul, Turkey, August 2022. doi: 10.1109/UPEC55022.2022.9917790
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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