Fotios Petropoulos

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 20

Top Topics

Behave Differently

Demand Forecasting

Top Venues

Eur. J. Oper. Res.

J. Oper. Res. Soc.

Int. J. Prod. Res.

Publications

Evangelos Spiliotis, Fotios Petropoulos
On the update frequency of univariate forecasting models. Eur. J. Oper. Res. 314 (1) (2024)
Shengjie Wang, Yanfei Kang, Fotios Petropoulos
Combining probabilistic forecasts of intermittent demand. Eur. J. Oper. Res. 315 (3) (2024)
Fotios Petropoulos, Gilbert Laporte, Emel Aktas, Sibel A. Alumur, Claudia Archetti, Hayriye Ayhan, Maria Battarra, Julia A. Bennell, Jean-Marie Bourjolly, John E. Boylan, Michèle Breton, David Canca, Laurent Charlin, Bo Chen, Cihan Tugrul Cicek, Louis Anthony Cox, Christine S. M. Currie, Erik Demeulemeester, Li Ding, Stephen M. Disney, Matthias Ehrgott, Martin J. Eppler, Günes Erdogan, Bernard Fortz, L. Alberto Franco, Jens Frische, Salvatore Greco, Amanda J. Gregory, Raimo P. Hämäläinen, Willy Herroelen, Mike Hewitt, Jan Holmström, John N. Hooker, Tugçe Isik, Jill Johnes, Bahar Yetis Kara, Özlem Karsu, Katherine Kent, Charlotte Köhler, Martin H. Kunc, Yong-Hong Kuo, Adam N. Letchford, Janny Leung, Dong Li, Haitao Li, Judit Lienert, Ivana Ljubic, Andrea Lodi, Sebastián Lozano, Virginie Lurkin, Silvano Martello, Ian G. McHale, Gerald Midgley, John D. W. Morecroft, Akshay Mutha, Ceyda Oguz, Sanja Petrovic, Ulrich Pferschy, Harilaos N. Psaraftis, Sam Rose, Lauri Saarinen, Saïd Salhi, Jing-Sheng Song, Dimitrios Sotiros, Kathryn E. Stecke, Arne K. Strauss, Istenç Tarhan, Clemens Thielen, Paolo Toth, Tom Van Woensel, Greet Vanden Berghe, Christos Vasilakis, Vikrant Vaze, Daniele Vigo, Kai Virtanen, Xun Wang, Rafal Weron, Leroy White, Mike Yearworth, E. Alper Yildirim, Georges Zaccour, Xuying Zhao
Operational Research: methods and applications. J. Oper. Res. Soc. 75 (3) (2024)
Xixi Li, Fotios Petropoulos, Yanfei Kang
Improving forecasting by subsampling seasonal time series. Int. J. Prod. Res. 61 (3) (2023)
Li Li, Yanfei Kang, Fotios Petropoulos, Feng Li
Feature-based intermittent demand forecast combinations: accuracy and inventory implications. Int. J. Prod. Res. 61 (22) (2023)
Fotios Petropoulos, Enno Siemsen
Forecast Selection and Representativeness. Manag. Sci. 69 (5) (2023)
Diamantis Koutsandreas, Evangelos Spiliotis, Fotios Petropoulos, Vassilios Assimakopoulos
On the selection of forecasting accuracy measures. J. Oper. Res. Soc. 73 (5) (2022)
Yanfei Kang, Wei Cao, Fotios Petropoulos, Feng Li
Forecast with forecasts: Diversity matters. Eur. J. Oper. Res. 301 (1) (2022)
Xiaoqian Wang, Yanfei Kang, Fotios Petropoulos, Feng Li
The uncertainty estimation of feature-based forecast combinations. J. Oper. Res. Soc. 73 (5) (2022)
Evangelos Spiliotis, Mahdi Abolghasemi, Rob J. Hyndman, Fotios Petropoulos, Vassilios Assimakopoulos
Hierarchical forecast reconciliation with machine learning. Appl. Soft Comput. 112 (2021)
Ross Hollyman, Fotios Petropoulos, Michael E. Tipping
Understanding forecast reconciliation. Eur. J. Oper. Res. 294 (1) (2021)
Fotios Petropoulos, Daniele Apiletti, Vassilios Assimakopoulos, Mohamed Zied Babai, Devon K. Barrow, Souhaib Ben Taieb, Christoph Bergmeir, Ricardo J. Bessa, Jakub Bijak, John E. Boylan, Jethro Browell, Claudio Carnevale, Jennifer L. Castle, Pasquale Cirillo, Michael P. Clements, Clara Cordeiro, Fernando Luiz Cyrino Oliveira, Shari De Baets, Alexander Dokumentov, Joanne Ellison, Piotr Fiszeder, Philip Hans Franses, David T. Frazier, Michael Gilliland, Mustafa Sinan Gönül, Paul Goodwin, Luigi Grossi, Yael Grushka-Cockayne, Mariangela Guidolin, Massimo Guidolin, Ulrich Gunter, Xiaojia Guo, Renato Guseo, Nigel Harvey, David F. Hendry, Ross Hollyman, Tim Januschowski, Jooyoung Jeon, Victor Richmond R. Jose, Yanfei Kang, Anne B. Koehler, Stephan Kolassa, Nikolaos Kourentzes, Sonia Leva, Feng Li
Forecasting: theory and practice. CoRR (2020)
Evangelos Spiliotis, Mahdi Abolghasemi, Rob J. Hyndman, Fotios Petropoulos, Vassilios Assimakopoulos
Hierarchical forecast reconciliation with machine learning. CoRR (2020)
Jooyoung Jeon, Anastasios Panagiotelis, Fotios Petropoulos
Probabilistic forecast reconciliation with applications to wind power and electric load. Eur. J. Oper. Res. 279 (2) (2019)
Konstantinos Nikolopoulos, Fotios Petropoulos
Forecasting for big data: Does suboptimality matter? Comput. Oper. Res. 98 (2018)
Fotios Petropoulos, Rob J. Hyndman, Christoph Bergmeir
Exploring the sources of uncertainty: Why does bagging for time series forecasting work? Eur. J. Oper. Res. 268 (2) (2018)
Ivan Svetunkov, Fotios Petropoulos
Old dog, new tricks: a modelling view of simple moving averages. Int. J. Prod. Res. 56 (18) (2018)
Paul Goodwin, Fotios Petropoulos, Rob J. Hyndman
A note on upper bounds for forecast-value-added relative to naïve forecasts. J. Oper. Res. Soc. 68 (9) (2017)
George Athanasopoulos, Rob J. Hyndman, Nikolaos Kourentzes, Fotios Petropoulos
Forecasting with temporal hierarchies. Eur. J. Oper. Res. 262 (1) (2017)
Fotios Petropoulos, Robert Fildes, Paul Goodwin
Do 'big losses' in judgmental adjustments to statistical forecasts affect experts' behaviour? Eur. J. Oper. Res. 249 (3) (2016)
Fotios Petropoulos, Nikolaos Kourentzes
Forecast combinations for intermittent demand. J. Oper. Res. Soc. 66 (6) (2015)
Fotios Petropoulos, Spyros Makridakis, Vassilis Assimakopoulos, Konstantinos Nikolopoulos
'Horses for Courses' in demand forecasting. Eur. J. Oper. Res. 237 (1) (2014)
Fotios Petropoulos, Konstantinos Nikolopoulos, Georgios P. Spithourakis, Vassilis Assimakopoulos
Empirical heuristics for improving intermittent demand forecasting. Ind. Manag. Data Syst. 113 (5) (2013)
Fotios Petropoulos, Konstantinos Nikolopoulos
Optimizing Theta Model for Monthly Data. ICAART (1) (2013)
Konstantinos Nikolopoulos, Akrivi Litsa, Fotios Petropoulos, Konstantinos Metaxiotis, Vassilis Assimakopoulos
A web forecasting system supporting policy implementation: the case of 'digital planning' in Greece. Int. J. Bus. Inf. Syst. 11 (4) (2012)
Konstantinos Nikolopoulos, Aris A. Syntetos, John E. Boylan, Fotios Petropoulos, Vassilis Assimakopoulos
An aggregate-disaggregate intermittent demand approach (ADIDA) to forecasting: an empirical proposition and analysis. J. Oper. Res. Soc. 62 (3) (2011)
Fotios Petropoulos, Elli Pagourtzi, Nikolaos Bougioukos, Konstantinos Nikolopoulos, Vassilis Assimakopoulos
Security policy model for an MIS designed for the defence sector. Int. J. Serv. Stand. 4 (4) (2008)