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Fotios Petropoulos

DEng, BEng, Dr

 https://orcid.org/0000-0003-3039-4955
20112019
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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.

Education/Academic qualification

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

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

External positions

Associate Editor, International Journal of Forecasting

Sep 2016 → …

Director (elected), International Institute of Forecasters

May 2016 → Sep 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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Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2011 2019

3 Citations (Scopus)
20 Downloads (Pure)

Another look at forecast selection and combination: evidence from forecast pooling

Kourentzes, N., Barrow, D. & Petropoulos, F., 31 Mar 2019, In : International Journal of Production Economics. 209, p. 226-235 10 p.

Research output: Contribution to journal › Article

Open Access
File
Pooling
Uncertainty
Forecast combination
Decision modeling
Forecast error
2 Citations (Scopus)

A Simple Combination of Univariate Models

Petropoulos, F. & Svetunkov, I., 17 Apr 2019, In : International Journal of Forecasting.

Research output: Contribution to journal › Article

Forecasting for food demand

Petropoulos, F. & Carver, S., 2019, (Accepted/In press) Sustainable Food Supply Chains. Accorsi, R. & Manzini, R. (eds.). Elsevier

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Forecasting in social settings: the state of the art

Makridakis, S., Hyndman, R. J. & Petropoulos, F., 26 Sep 2019, In : International Journal of Forecasting. p. 1-14 14 p.

Research output: Contribution to journal › Article

Open Access
1 Downloads (Pure)

Improving the forecasting performance of temporal hierarchies

Spiliotis, E., Petropoulos, F. & Assimakopoulos, V., 3 Oct 2019, In : PLoS ONE. 14, 10, p. 1-21 21 p., e0223422.

Research output: Contribution to journal › Article

Open Access
File