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.
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 journal › Article
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 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
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 journal › Article
Judgmental model selection
Petropoulos, F., 21 May 2019, (Accepted/In press) In : Foresight: the International Journal of Applied Forecasting.Research output: Contribution to journal › Article