Fotios Petropoulos

DEng, BEng, Dr

Accepting PhD Students

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.

Willing to supervise PhD

I welcome enquiries from potential PhD students in the areas of forecasting and behavioural operational research.

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 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

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Forecast Mathematics
Forecasting Mathematics
Time Series Forecasting Mathematics
Bagging Mathematics
Adjustment Mathematics
Exponential Smoothing Mathematics
Uncertainty Mathematics
Series Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2011 2019

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 journalArticle

Open Access
File
Pooling
Uncertainty
Forecast combination
Decision modeling
Forecast error

A Simple Combination of Univariate Models

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

Research output: Contribution to journalArticle

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 proceedingChapter

Forecasting in social settings: the state of the art

Makridakis, S., Hyndman, R. J. & Petropoulos, F., 21 May 2019, (Accepted/In press) In : International Journal of Forecasting.

Research output: Contribution to journalArticle

Judgmental model selection

Petropoulos, F., 21 May 2019, (Accepted/In press) In : Foresight: the International Journal of Applied Forecasting.

Research output: Contribution to journalArticle