Research Output per year
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 2016 → Sep 2018Forecasting 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.
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Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 2011 2019
A Simple Combination of Univariate Models
Petropoulos, F. & Svetunkov, I., 28 Jan 2019, (Accepted/In press) 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.). ElsevierResearch output: Chapter in Book/Report/Conference proceeding › Chapter
θ-Reflections from the Next Generation of Forecasters
Petropoulos, F., 2019, (Accepted/In press) Forecasting With The Theta Method: Theory and Applications. Nikolopoulos, K. & Thomakos, D. D. (eds.). Wiley, p. 163-176Research output: Chapter in Book/Report/Conference proceeding › Chapter
File
Another look at forecast selection and combination: evidence from forecast pooling
Kourentzes, N., Barrow, D. & Petropoulos, F., 18 May 2018, In : International Journal of Production Economics.Research output: Contribution to journal › Article
Pooling
Uncertainty
Forecast combination
Decision modeling
Forecast error
Brain imaging and forecasting: Insights from judgmental model selection
Han, W., Wang, X., Petropoulos, F. & Wang, J., 16 Nov 2018, In : Omega: The International Journal of Management Science.Research output: Contribution to journal › Article