Fotios Petropoulos

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Fotios Petropoulos

DEng, BEng, Prof

 https://orcid.org/0000-0003-3039-4955

  • 10 EAST 4.38

Personal profile

Research interests

I am interested in research on time series forecasting, judgmental approaches for forecasting, statistical and judgmental model selection and integrated business forecasting processes. My research so far has focused on the improvement of forecasting processes and more specifically around two streams. First, I have examined how additional information can be extracted from time series data through time transformation (temporal aggregation) and the use of hierarchies. Second, I have investigated interactions between forecasting and management judgment.

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 7 - Affordable and Clean Energy
  • SDG 8 - Decent Work and Economic Growth
  • SDG 9 - Industry, Innovation, and Infrastructure
  • SDG 12 - Responsible Consumption and Production

Education/Academic qualification

Electrical and Computer Engineering, Doctor of Engineering, Forecasting and Decision Science, National Technical University of Athens

Award Date: 12 Jun 2012

Electrical and Computer Engineering, Bachelor of Engineering, (MEng equivalent), National Technical University of Athens

Award Date: 1 Jul 2007

External positions

Spyros Makridakis Chair in Forecasting, University of Nicosia

Feb 2023 → Dec 2023

Associate Editor, Foresight: The International Journal of Applied Forecasting

Jan 2023 → …

Member, Committee of Professors of Operational Research

May 2021 → …

Editor, International Journal of Forecasting

Jul 2020 → …

Member of the Editorial Board, Forecasting (MDPI)

Nov 2019 → …

Associate Editor, International Journal of Forecasting

Sept 2016 → Jul 2020

Director (elected), International Institute of Forecasters

May 2016 → Sept 2018

Forecasting Support Systems Editor, Foresight: The International Journal of Applied Forecasting

Jan 2015 → Dec 2022

Keywords

  • forecasting
  • judgment
  • temporal aggregation
  • forecast combinations
  • forecasting support systems
  • decision making
  • forecasting process
  • hierarchies
  • behavioral operations
  • analytics
  • big data
  • supply chain

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Collaborations and top research areas from the last five years

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  • Forecast selection and representativeness

    Petropoulos, F. & Siemsen, E., 31 May 2023, In: Management Science. 69, 5, p. 2672-2690 19 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File
    4 Citations (SciVal)
    471 Downloads (Pure)

  • On the update frequency of univariate forecasting models

    Spiliotis, E. & Petropoulos, F., 4 Sept 2023, (E-pub ahead of print) In: European Journal of Operational Research.

    Research output: Contribution to journal › Article › peer-review

  • Understanding forecast reconciliation

    Hollyman, R., Petropoulos, F. & Tipping, M., 1 Oct 2021, In: European Journal of Operational Research. 294, 1, p. 149-160 12 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File
    36 Citations (SciVal)
    137 Downloads (Pure)

  • Operational Research: methods and applications

    Petropoulos, F., Laporte, G., Aktas, E., Alumur, S. A., Archetti, C., Ayhan, H., Battarra, M., Bennell, J. A., Bourjolly, J.-M., Boylan, J. E., Breton, M., Canca, D., Charlin, L., Chen, B., Cicek, C. T., Jr, L. A. C., Currie, C. S. M., Demeulemeester, E., Ding, L. & Disney, S. M. & 62 others, Ehrgott, M., Eppler, M. J., Erdoğan, G., Fortz, B., Franco, L. A., Frische, J., Greco, S., Gregory, A. J., Hämäläinen, R. P., Herroelen, W., Hewitt, M., Holmström, J., Hooker, J. N., Işık, T., Johnes, J., Kara, B. Y., Karsu, Ö., Kent, K., Köhler, C., Kunc, M., Kuo, Y.-H., Letchford, A. N., Leung, J., Li, D., Li, H., Lienert, J., Ljubić, I., Lodi, A., Lozano, S., Lurkin, V., Martello, S., McHale, I. G., Midgley, G., Morecroft, J. D. W., Mutha, A., Oğuz, C., Petrovic, S., Pferschy, U., Psaraftis, H. N., Rose, S., Saarinen, L., Salhi, S., Song, J.-S., Sotiros, D., Stecke, K. E., Strauss, A. K., Tarhan, İ., Thielen, C., Toth, P., Berghe, G. V., Vasilakis, C., Vaze, V., Vigo, D., Virtanen, K., Wang, X., Weron, R., White, L., Woensel, T. V., Yearworth, M., Yıldırım, E. A., Zaccour, G. & Zhao, X., Mar 2024, In: Journal of the Operational Research Society. 75, 3, p. 423-617 195 p.

    Research output: Contribution to journal › Review article › peer-review

    Open Access
    3 Citations (SciVal)

  • Forecasting: theory and practice

    Petropoulos, F., Apiletti, D., Assimakopoulos, V., Babai, M. Z., Barrow, D. K., Ben Taieb, S., Bergmeir, C., Bessa, R. J., Bijak, J., Boylan, J. E., Browell, J., Carnevale, C., Castle, J. L., Cirillo, P., Clements, M. P., Cordeiro, C., Cyrino Oliveira, F. L., De Baets, S., Dokumentov, A. & Ellison, J. & 60 others, Fiszeder, P., Franses, P. H., Frazier, D. T., Gilliland, M., Gönül, M. S., Goodwin, P., Grossi, L., Grushka-Cockayne, Y., Guidolin, M., Guidolin, M., Gunter, U., Guo, X., Guseo, R., Harvey, N., Hendry, D. F., Hollyman, R., Januschowski, T., Jeon, J., Jose, V. R. R., Kang, Y., Koehler, A. B., Kolassa, S., Kourentzes, N., Leva, S., Li, F., Litsiou, K., Makridakis, S., Martin, G. M., Martinez, A. B., Meeran, S., Modis, T., Nikolopoulos, K., Önkal, D., Paccagnini, A., Panagiotelis, A., Panapakidis, I., Pavía, J. M., Pedio, M., Pedregal, D. J., Pinson, P., Ramos, P., Rapach, D. E., Reade, J. J., Rostami-Tabar, B., Rubaszek, M., Sermpinis, G., Shang, H. L., Spiliotis, E., Syntetos, A. A., Talagala, P. D., Talagala, T. S., Tashman, L., Thomakos, D., Thorarinsdottir, T., Todini, E., Trapero Arenas, J. R., Wang, X., Winkler, R. L., Yusupova, A. & Ziel, F., 1 Jul 2022, In: International Journal of Forecasting. 38, 3, p. 705-871 167 p.

    Research output: Contribution to journal › Review article › peer-review

    Open Access
    338 Citations (SciVal)
View all 98 research outputs