• EAST BUILDING 3.01

20112020

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

Filter
Article
2020

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)

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
6 Citations (Scopus)

Forecasting the novel coronavirus COVID-19

Petropoulos, F. & Makridakis, S., 31 Mar 2020, In : PLoS ONE. 15, 3, 8 p., e0231236.

Research output: Contribution to journalArticle

Open Access
File
21 Citations (Scopus)
50 Downloads (Pure)

The Impact of Imperfect Weather Forecasts on Wind Power Forecasting Performance: Evidence from Two Wind Farms in Greece

Spiliotis, E., Petropoulos, F. & Nikolopoulos, K., 12 Apr 2020, In : Energies. 13, 8, p. 1-18 18 p., 1880.

Research output: Contribution to journalArticle

Open Access
File
7 Downloads (Pure)
2019

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

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

Research output: Contribution to journalArticle

Open Access
File
13 Citations (Scopus)
124 Downloads (Pure)

Brain imaging and forecasting: Insights from judgmental model selection

Han, W., Wang, X., Petropoulos, F. & Wang, J., 30 Sep 2019, In : Omega: The International Journal of Management Science. 87, p. 1-9 9 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
5 Downloads (Pure)

Improving the forecasting performance of temporal hierarchies

Spiliotis, E., Petropoulos, F. & Assimakopoulos, V., 3 Oct 2019, In : PLoS ONE. 14, 10, 21 p., e0223422.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
34 Downloads (Pure)

Judgmental model selection

Petropoulos, F., 2019, In : Foresight: the International Journal of Applied Forecasting. 2019, 54, p. 4-10 7 p.

Research output: Contribution to journalArticle

Open Access
File
46 Downloads (Pure)

Probabilistic forecast reconciliation with applications to wind power and electric load

Jeon, J., Panagiotelis, A. & Petropoulos, F., 1 Dec 2019, In : European Journal of Operational Research. 279, 2, p. 364-379 16 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

The inventory performance of forecasting methods: evidence from the M3-competition data

Petropoulos, F., Wang, X. & Disney, S. M., 1 Jan 2019, In : International Journal of Forecasting. 35, 1, p. 251-265 15 p.

Research output: Contribution to journalArticle

Open Access
File
8 Citations (Scopus)
7 Downloads (Pure)
2018

Exploring the sources of uncertainty: why does bagging for time series forecasting work?

Petropoulos, F., Hyndman, R. J. & Bergmeir, C., 16 Jul 2018, In : European Journal of Operational Research. 268, 2, p. 545-554 10 p.

Research output: Contribution to journalArticle

Open Access
File
18 Citations (Scopus)
30 Downloads (Pure)

Forecasting for big data: does suboptimality matter?

Nikolopoulos, K. & Petropoulos, F., 1 Oct 2018, In : Computers and Operations Research. 98, p. 322-329 8 p.

Research output: Contribution to journalArticle

Open Access
File
12 Citations (Scopus)
135 Downloads (Pure)

Judgmental Selection of Forecasting Models

Petropoulos, F., Kourentzes, N., Nikolopoulos, K. & Siemsen, E., 31 May 2018, In : Journal of Operations Management. 60, 1, p. 34-46 13 p.

Research output: Contribution to journalArticle

Open Access
File
20 Citations (Scopus)
104 Downloads (Pure)

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 journalArticle

3 Citations (Scopus)
Open Access
File
3 Citations (Scopus)
42 Downloads (Pure)
2017

A note on upper bounds for forecast-value-added relative to naive forecasts

Goodwin, P., Petropoulos, F. & Hyndman, R. J., Sep 2017, In : Journal of the Operational Research Society. 68, 9, p. 1082-1084

Research output: Contribution to journalArticle

Open Access
File
167 Downloads (Pure)

Forecasting methods tutorial: The Theta Method

Petropoulos, F. & Nikolopoulos, K., 2017, In : Foresight: the International Journal of Applied Forecasting. 45, p. 11-17

Research output: Contribution to journalArticle

Forecasting with Temporal Hierarchies

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

Research output: Contribution to journalArticle

Open Access
File
52 Citations (Scopus)
142 Downloads (Pure)
Open Access
File
8 Citations (Scopus)
127 Downloads (Pure)
2016

Another look at estimators for intermittent demand

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

Research output: Contribution to journalArticle

Open Access
File
12 Citations (Scopus)
143 Downloads (Pure)

Do 'big losses' in judgmental adjustments to statistical forecasts affect experts' behaviour

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

Research output: Contribution to journalArticle

Open Access
20 Citations (Scopus)
65 Downloads (Pure)

Forecasting with multivariate temporal aggregation: the case of promotional modelling

Kourentzes, N. & Petropoulos, F., 1 Nov 2016, In : International Journal of Production Economics. 181, Part A, p. 145-153 9 p.

Research output: Contribution to journalArticle

Open Access
36 Citations (Scopus)
90 Downloads (Pure)

Models for optimising the theta method and their relationship to state space models

Fioruci, J. A., Pellegrini, T. R., Louzada, F., Petropoulos, F. & Koehler, A. B., Oct 2016, In : International Journal of Forecasting. 32, 4, p. 1151-1161 11 p.

Research output: Contribution to journalArticle

Open Access
File
13 Citations (Scopus)
241 Downloads (Pure)

To select or to combine? The inventory performance of model and expert forecasts

Wang, X. & Petropoulos, F., 2016, In : International Journal of Production Research. 54, 17, p. 5271-5282 12 p.

Research output: Contribution to journalArticle

Open Access
File
15 Citations (Scopus)
130 Downloads (Pure)
2015

Amplifying the learning effect via a Forecasting and Foresight Support System

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

Research output: Contribution to journalArticle

Open Access
File
8 Citations (Scopus)
121 Downloads (Pure)

Forecasts combinations for intermittent demand

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

Research output: Contribution to journalArticle

Open Access
File
36 Citations (Scopus)
121 Downloads (Pure)

Improving forecast quality in practice

Fildes, R. & Petropoulos, F., 2015, In : Foresight: the International Journal of Applied Forecasting. 36, p. 5-12

Research output: Contribution to journalArticle

Is there a Golden Rule?

Fildes, R. & Petropoulos, F., 2015, In : Journal of Business Research. 68, 8, p. 1742-1745 4 p.

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
116 Downloads (Pure)

Relative performance of methods for forecasting Unique Events

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

Research output: Contribution to journalArticle

Open Access
File
7 Citations (Scopus)
84 Downloads (Pure)

Simple versus complex selection rules for forecasting many time series

Fildes, R. & Petropoulos, F., 2015, In : Journal of Business Research. 68, 8, p. 1692-1701 10 p.

Research output: Contribution to journalArticle

Open Access
File
36 Citations (Scopus)
110 Downloads (Pure)
2014

A Systemic View of 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 journalArticle

Open Access
File
16 Citations (Scopus)
122 Downloads (Pure)

'Horses for Courses’ in demand forecasting

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

Research output: Contribution to journalArticle

Open Access
File
67 Citations (Scopus)
190 Downloads (Pure)

Improving forecasting by estimating time series structural components across multiple frequencies

Kourentzes, N., Petropoulos, F. & Trapero Arenas, J. R., 1 Apr 2014, In : International Journal of Forecasting. 30, 2, p. 291-302 12 p.

Research output: Contribution to journalArticle

Open Access
File
78 Citations (Scopus)
130 Downloads (Pure)

Improving forecasting via multiple temporal aggregation

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

Research output: Contribution to journalArticle

2013

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 journalArticle

Open Access
File
13 Citations (Scopus)
138 Downloads (Pure)
2012

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

Nikolopoulos, K., Litsa, A., Petropoulos, F., Metaxiotis, K. & Assimakopoulos, V., 31 Dec 2012, In : International Journal of Business Information Systems. 11, 4, p. 397-409 14 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2011

An Aggregate - Disaggregate Intermittent Demand Approach (ADIDA) to forecasting: an empirical proposition and analysis

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

Research output: Contribution to journalArticle

File
59 Citations (Scopus)
155 Downloads (Pure)

Improving the performance of popular supply chain forecasting techniques

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

Research output: Contribution to journalArticle