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20112020

Research output per year

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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

Award Date: 12 Jun 2012

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

Award Date: 1 Jul 2007

External positions

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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Research Output

A disaster response model driven by spatial-temporal forecasts

Nikolopoulos, K., Petropoulos, F., Sanchez Rodrigues, V., Pettit, S. & Beresford, A., 14 Feb 2020, In : International Journal of Forecasting.

Research output: Contribution to journalArticle

1 Citation (Scopus)

A Simple Combination of Univariate Models

Petropoulos, F. & Svetunkov, I., 1 Jan 2020, In : International Journal of Forecasting. 36, 1, p. 110-115 6 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Cross-temporal aggregation: Improving the forecast accuracy of hierarchical electricity consumption

Spiliotis, E., Petropoulos, F., Kourentzes, N. & Assimakopoulos, V., 1 Mar 2020, In : Applied Energy. 261, 114339.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Déjà vu: A data-centric forecasting approach through time series cross-similarity

Kang, Y., Spiliotis, E., Petropoulos, F., Athiniotis, N., Li, F. & Assimakopoulos, V., Oct 2020, (Acceptance date) In : Journal of Business Research.

Research output: Contribution to journalArticle

Forecasting in social settings: the state of the art

Makridakis, S., Hyndman, R. J. & Petropoulos, F., 1 Jan 2020, In : International Journal of Forecasting. 36, 1, p. 15-28 14 p.

Research output: Contribution to journalArticle

Open Access
11 Citations (Scopus)