Fotios Petropoulos

DEng, BEng, Prof

  • 10 EAST 4.38

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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, National Technical University of Athens

Award Date: 12 Jun 2012

Electrical and Computer Engineering, Bachelor of Engineering, National Technical University of Athens

Award Date: 1 Jul 2007

External positions

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

Sep 2016Jul 2020

Director (elected), International Institute of Forecasters

May 2016Sep 2018

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

Jan 2015 → …

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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  • A disaster response model driven by spatial-temporal forecasts

    Nikolopoulos, K., Petropoulos, F., Sanchez Rodrigues, V., Pettit, S. & Beresford, A., 1 Jul 2022, In: International Journal of Forecasting. 38, 3, p. 1214-1220 7 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    File
    2 Citations (SciVal)
    3 Downloads (Pure)
  • COVID-19: Forecasting confirmed cases and deaths with a simple time-series model

    Petropoulos, F., Makridakis, S. & Stylianou, N., 1 Apr 2022, In: International Journal of Forecasting. 38, 2, p. 439-452 14 p.

    Research output: Contribution to journalArticlepeer-review

    6 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 journalReview articlepeer-review

    Open Access
  • Forecast selection and representativeness

    Petropoulos, F. & Siemsen, E., 18 Jul 2022, (E-pub ahead of print) In: Management Science.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    File
    22 Downloads (Pure)
  • ​Forecast with Forecasts: Diversity Matters

    Kang, Y., Cao, W., Petropoulos, F. & Li, F., 16 Aug 2022, In: European Journal of Operational Research. 301, 1, p. 180-190 11 p.

    Research output: Contribution to journalArticlepeer-review