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Dr Fotios Petropoulos

Visiting Researcher

  1. 2019
  2. E-pub ahead of print

    A Simple Combination of Univariate Models

    Petropoulos, F. & Svetunkov, I., 17/04/2019, In : International Journal of Forecasting.

    Research output: Contribution to journalJournal article

  3. Published

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

    Kourentzes, N., Barrow, D. K. & Petropoulos, F., 1/03/2019, In : International Journal of Production Economics. 209, p. 226-235 10 p.

    Research output: Contribution to journalJournal article

  4. 2018
  5. Published

    Judgmental Selection of Forecasting Models

    Petropoulos, F., Kourentzes, N., Nikolopoulos, K. & Siemsen, E., 2018, In : Journal of Operations Management. 60, p. 34-46 13 p.

    Research output: Contribution to journalJournal article

  6. Published

    Old dog, new tricks: a modelling view of simple moving averages

    Svetunkov, I. & Petropoulos, F., 2018, In : International Journal of Production Research. 56, 18, p. 6034-6047 14 p.

    Research output: Contribution to journalJournal article

  7. 2017
  8. Published

    Forecasting with temporal hierarchies

    Athanasopoulos, G., Hyndman, R. J., Kourentzes, N. & Petropoulos, F., 1/10/2017, In : European Journal of Operational Research. 262, 1, p. 60-74 15 p.

    Research output: Contribution to journalJournal article

  9. Published

    Using a rolling training approach to improve judgmental extrapolations elicited from forecasters with technical knowledge

    Petropoulos, F., Goodwin, P. & Fildes, R., 01/2017, In : International Journal of Forecasting. 33, 1, p. 314-324 11 p.

    Research output: Contribution to journalJournal article

  10. 2016
  11. Published

    Another look at estimators for intermittent demand

    Petropoulos, F., Kourentzes, N. & Nikolopoulos, K., 11/2016, In : International Journal of Production Economics. 181 , Part A, p. 154-161 8 p.

    Research output: Contribution to journalJournal article

  12. Published

    Forecasting with multivariate temporal aggregation: the case of promotional modelling

    Kourentzes, N. & Petropoulos, F., 11/2016, In : International Journal of Production Economics. 181, Part A, p. 145-153 9 p.

    Research output: Contribution to journalJournal article

  13. Published

    Commentary: two sides of the same coin

    Petropoulos, F. & Kourentzes, N., 1/06/2016, In : Foresight: The International Journal of Applied Forecasting. 42, p. 37-39 3 p.

    Research output: Contribution to journalJournal article

  14. Published

    Do ‘big losses’ in judgmental adjustments to statistical forecasts affect experts’ behaviour?

    Petropoulos, F., Fildes, R. A. & Goodwin, P., 16/03/2016, In : European Journal of Operational Research. 249, 3, p. 842-852 11 p.

    Research output: Contribution to journalJournal article

  15. 2015
  16. Published

    Relative performance of methods for forecasting special events

    Nikolopoulos, K., Litsa, A., Petropoulos, F., Bougioukos, V. & Khammash, M., 08/2015, In : Journal of Business Research. 68, 8, p. 1785-1791 7 p.

    Research output: Contribution to journalJournal article

  17. Published

    Simple versus complex selection rules for forecasting many time series

    Fildes, R. & Petropoulos, F., 08/2015, In : Journal of Business Research. 68, 5, p. 1692-1701 10 p.

    Research output: Contribution to journalJournal article

  18. Published

    Forecast combinations for intermittent demand

    Petropoulos, F. & Kourentzes, N., 06/2015, In : Journal of the Operational Research Society. 66, 6, p. 914-924 11 p.

    Research output: Contribution to journalJournal article

  19. Published

    Amplifying the learning effect via a forecasting and foresight support system

    Spithourakis, G., Petropoulos, F., Nikolopoulos, K. & Assimakopoulos, V., 01/2015, In : International Journal of Forecasting. 31, 1, p. 20-32 13 p.

    Research output: Contribution to journalJournal article

  20. 2014
  21. Published

    'Horses for courses' in demand forecasting

    Petropoulos, F., Makridakis, S., Assimakopoulos, V. & Nikolopoulos, K., 16/08/2014, In : European Journal of Operational Research. 237, 1, p. 152-163 12 p.

    Research output: Contribution to journalJournal article

  22. Published

    Improving forecasting by estimating time series structural components across multiple frequencies

    Kourentzes, N., Petropoulos, F. & Trapero, J. R., 04/2014, In : International Journal of Forecasting. 30, 2, p. 291-302 12 p.

    Research output: Contribution to journalJournal article

  23. Published

    A systemic view of the ADIDA framework

    Spithourakis, G., Petropoulos, F., Nikolopoulos, K. & Assimakopoulos, V., 2014, In : IMA Journal of Management Mathematics. 25, 2, p. 125-137 13 p.

    Research output: Contribution to journalJournal article

  24. Published

    Improving forecasting via multiple temporal aggregation

    Petropoulos, F. & Kourentzes, N., 2014, In : Foresight: The International Journal of Applied Forecasting. 2014, 34, p. 12-17 6 p.

    Research output: Contribution to journalJournal article

  25. 2013
  26. Published

    An evaluation of simple forecasting model selection rules

    Fildes, R. & Petropoulos, F., 04/2013, Lancaster: The Department of Management Science, p. 1-32, 32 p.

    Research output: Working paper

  27. Published

    Empirical heuristics for improving intermittent demand forecasting

    Petropoulos, F., Nikolopoulos, K., Spithourakis, G. & Assimakopoulos, V., 2013, In : Industrial Management and Data Systems. 113, 5, p. 683-696 14 p.

    Research output: Contribution to journalJournal article

  28. Published

    Optimizing Theta model for monthly data

    Petropoulos, F. & Nikolopoulos, K., 2013. 6 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paper

  29. 2012
  30. Published

    How difficult is it to forecast worlds’ most successful products? The case of Apple iPhone

    Petropoulos, F., Nikolopoulos, K., Litsa, A., Polychronakis, Y. & Assimakopoulos, V., 09/2012, OR 54: Edinburgh 2012: keynote papers: 4-6 September 2012, the University of Edinburgh.. Andreeva, G. (ed.). Operational Research Society, p. 3-17 15 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  31. Unpublished
  32. Published

    A neural network approach for the Theta model

    Constantinidou, C., Nikolopoulos, K., Bougioukos, N., Tsiafa, E., Petropoulos, F. & Assimakopoulos, V., 2012, In : Lecture Notes in Information Technology. 25, p. 116-120 5 p.

    Research output: Contribution to journalJournal article

  33. Published

    A web forecasting system supporting policy implementation: the case of 'digital planning' in Greece

    Nikolopoulos, K., Litsa, A., Petropoulos, F., Metaxiotis, K. & Assimakopoulos, V., 2012, In : International Journal of Business Information Systems. 11, 4, p. 397-409 13 p.

    Research output: Contribution to journalJournal article

  34. Published

    The Theta model: an essential forecasting tool for supply chain planning

    Nikolopoulos, K., Assimakopoulos, V., Bougioukos, N., Litsa, A. & Petropoulos, F., 2012, Advances in automation and robotics, Vol. 2: Selected Papers from the 2011 International Conference on Automation and Robotics (ICAR 2011), Dubai, December 1–2, 2011. Lee, G. (ed.). Berlin: Springer Verlag, Vol. 2. p. 431-437 7 p. (Lecture Notes in Electrical Engineering; vol. 123).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)

  35. 2011
  36. Published

    An aggregate–disaggregate intermittent demand approach (ADIDA) to forecasting: an empirical proposition and analysis

    Nikolopoulos, K., Syntetos, A., Boylan, J., Petropoulos, F. & Assimakopoulos, V., 2011, In : Journal of the Operational Research Society. 62, 3, p. 544-554 11 p.

    Research output: Contribution to journalJournal article

  37. Published

    Improving the performance of popular supply chain forecasting techniques

    Spithourakis, G., Petropoulos, F., Babai, M., Nikolopoulos, K. & Assimakopoulos, V., 2011, In : Supply Chain Forum: An International Journal. 12, 4, p. 16-25 10 p.

    Research output: Contribution to journalJournal article

  38. Published

    Επιχειρησιακές Προβλέψεις [Business Forecasting]

    Petropoulos, F. & Assimakopoulos, V., 2011, Athens, Greece: Symmetria. 368 p.

    Research output: Book/Report/ProceedingsBook

  39. 2007
  40. Unpublished

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