Fotios Petropoulos

According to our database, Fotios Petropoulos authored at least 24 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On the update frequency of univariate forecasting models.

Evangelos Spiliotis, Fotios Petropoulos

Eur. J. Oper. Res., April, 2024

2023

Feature-based intermittent demand forecast combinations: accuracy and inventory implications.

Li Li, Yanfei Kang, Fotios Petropoulos, Feng Li

Int. J. Prod. Res., November, 2023

Forecast Selection and Representativeness.

Fotios Petropoulos, Enno Siemsen

Manag. Sci., May, 2023

Improving forecasting by subsampling seasonal time series.

Xixi Li, Fotios Petropoulos, Yanfei Kang

Int. J. Prod. Res., February, 2023

2022

The uncertainty estimation of feature-based forecast combinations.

Xiaoqian Wang, Yanfei Kang, Fotios Petropoulos, Feng Li

J. Oper. Res. Soc., 2022

On the selection of forecasting accuracy measures.

Diamantis Koutsandreas, Evangelos Spiliotis, Fotios Petropoulos, Vassilios Assimakopoulos

J. Oper. Res. Soc., 2022

Forecast with forecasts: Diversity matters.

Yanfei Kang, Wei Cao, Fotios Petropoulos, Feng Li

Eur. J. Oper. Res., 2022

2021

Understanding forecast reconciliation.

Ross Hollyman, Fotios Petropoulos, Michael E. Tipping

Eur. J. Oper. Res., 2021

Hierarchical forecast reconciliation with machine learning.

Evangelos Spiliotis, Mahdi Abolghasemi, Rob J. Hyndman, Fotios Petropoulos, Vassilios Assimakopoulos

Appl. Soft Comput., 2021

2020

Forecasting: theory and practice.

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

CoRR, 2020

2019

Probabilistic forecast reconciliation with applications to wind power and electric load.

Jooyoung Jeon, Anastasios Panagiotelis, Fotios Petropoulos

Eur. J. Oper. Res., 2019

2018

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

Ivan Svetunkov, Fotios Petropoulos

Int. J. Prod. Res., 2018

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

Fotios Petropoulos, Rob J. Hyndman, Christoph Bergmeir

Eur. J. Oper. Res., 2018

Forecasting for big data: Does suboptimality matter?

Konstantinos Nikolopoulos, Fotios Petropoulos

Comput. Oper. Res., 2018

2017

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

Paul Goodwin, Fotios Petropoulos, Rob J. Hyndman

J. Oper. Res. Soc., 2017

Forecasting with temporal hierarchies.

George Athanasopoulos, Rob J. Hyndman, Nikolaos Kourentzes, Fotios Petropoulos

Eur. J. Oper. Res., 2017

2016

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

Fotios Petropoulos, Robert Fildes, Paul Goodwin

Eur. J. Oper. Res., 2016

2015

Forecast combinations for intermittent demand.

Fotios Petropoulos, Nikolaos Kourentzes

J. Oper. Res. Soc., 2015

2014

'Horses for Courses' in demand forecasting.

Fotios Petropoulos, Spyros Makridakis, Vassilis Assimakopoulos, Konstantinos Nikolopoulos

Eur. J. Oper. Res., 2014

2013

Empirical heuristics for improving intermittent demand forecasting.

Fotios Petropoulos, Konstantinos Nikolopoulos, Georgios P. Spithourakis, Vassilis Assimakopoulos

Ind. Manag. Data Syst., 2013

Optimizing Theta Model for Monthly Data.

Fotios Petropoulos, Konstantinos Nikolopoulos

Proceedings of the ICAART 2013, 2013

2012

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

Konstantinos Nikolopoulos, Akrivi Litsa, Fotios Petropoulos, Konstantinos Metaxiotis, Vassilis Assimakopoulos

Int. J. Bus. Inf. Syst., 2012

2011

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

Konstantinos Nikolopoulos, Aris A. Syntetos, John E. Boylan, Fotios Petropoulos, Vassilis Assimakopoulos

J. Oper. Res. Soc., 2011

2008

Security policy model for an MIS designed for the defence sector.

Fotios Petropoulos, Elli Pagourtzi, Nikolaos Bougioukos, Konstantinos Nikolopoulos, Vassilis Assimakopoulos

Int. J. Serv. Stand., 2008