Nikolaos Kourentzes

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Sven F. CroneAssistant Professor of Business Analytics, Lancaster UniversityVerified email at lancaster.ac.uk
Fotios PetropoulosProfessor at the School of Management, University of BathVerified email at bath.ac.uk
Robert FildesCentre for Marketing Analytics and Forecasting, Lancaster UniversityVerified email at lancaster.ac.uk
Juan Ramon TraperoSenior Lecturer, Universidad de Castilla-La ManchaVerified email at uclm.es
Devon BarrowAssociate Professor, University of BirminghamVerified email at bham.ac.uk
Yves R. SagaertResearcher, Ghent UniversityVerified email at ugent.be
Aghezzaf El-HoussaineHoogleraarVerified email at ugent.be
George AthanasopoulosMonash UniversityVerified email at monash.edu
Rob J HyndmanProfessor of Statistics, Monash UniversityVerified email at monash.edu
Kostas Nikolopoulos, Dipl. Eng. & D.E...Professor in Business Information Systems & Analytics, Durham UniversityVerified email at durham.ac.uk
Oliver SchaerResearch Associate, Darden School of Business, University of VirginiaVerified email at darden.virginia.edu
Ivan SvetunkovLecturer of Marketing Analytics, Lancaster University Management SchoolVerified email at lancaster.ac.uk
Manuel CardósUniversidad Politécnica de ValenciaVerified email at omp.upv.es
Enno SiemsenUniversity of Wisconsin-MadisonVerified email at wisc.edu
Diego J. PedregalUniversidad Castilla-La ManchaVerified email at uclm.es
Bahman Rostami-TabarAssociate Professor, Cardiff UniversityVerified email at cardiff.ac.uk
Arne StraussProfessor, WHU - Otto Beisheim School of ManagementVerified email at whu.edu
Monideepa TarafdarProfessor of Information Systems, Lancaster University Management SchoolVerified email at lancaster.ac.uk
John BoylanProfessor of Business Analytics, Lancaster UniversityVerified email at lancaster.ac.uk

Nikolaos Kourentzes

University of Skövde

Verified email at his.se - Homepage

Forecasting time series modelling machine learning marketing analytics management science


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Neural network ensemble operators for time series forecasting N Kourentzes, DK Barrow, SF Crone Expert Systems with Applications 41 (9), 4235-4244, 2014	223	2014
Feature selection for time series prediction–A combined filter and wrapper approach for neural networks SF Crone, N Kourentzes Neurocomputing 73 (10-12), 1923-1936, 2010	181	2010
Intermittent demand forecasts with neural networks N Kourentzes International Journal of Production Economics 143 (1), 198-206, 2013	138	2013
Improving forecasting by estimating time series structural components across multiple frequencies N Kourentzes, F Petropoulos, JR Trapero International Journal of Forecasting 30 (2), 291-302, 2014	137	2014
Forecasting with temporal hierarchies G Athanasopoulos, RJ Hyndman, N Kourentzes, F Petropoulos European Journal of Operational Research 262 (1), 60-74, 2017	135	2017
Principles of business forecasting K Ord, RA Fildes, N Kourentzes Wessex Press Publishing Co., 2017	132	2017
Impact of information exchange on supplier forecasting performance JR Trapero, N Kourentzes, R Fildes Omega 40 (6), 738-747, 2012	123	2012
Forecast combinations for intermittent demand F Petropoulos, N Kourentzes Journal of the Operational Research Society 66 (6), 914-924, 2015	82	2015
On the identification of sales forecasting models in the presence of promotions JR Trapero, N Kourentzes, R Fildes Journal of the operational Research Society 66 (2), 299-307, 2015	81	2015
Analysis of judgmental adjustments in the presence of promotions JR Trapero, DJ Pedregal, R Fildes, N Kourentzes International Journal of Forecasting 29 (2), 234-243, 2013	79	2013
On intermittent demand model optimisation and selection N Kourentzes International Journal of Production Economics 156, 180-190, 2014	69	2014
Forecasting with multivariate temporal aggregation: The case of promotional modelling N Kourentzes, F Petropoulos International Journal of Production Economics 181, 145-153, 2016	68	2016
Distributions of forecasting errors of forecast combinations: implications for inventory management DK Barrow, N Kourentzes International Journal of Production Economics 177, 24-33, 2016	67	2016
Short-term solar irradiation forecasting based on dynamic harmonic regression JR Trapero, N Kourentzes, A Martin Energy 84, 289-295, 2015	65	2015
Judgmental selection of forecasting models F Petropoulos, N Kourentzes, K Nikolopoulos, E Siemsen Journal of Operations Management 60, 34-46, 2018	62	2018
Validation and forecasting accuracy in models of climate change R Fildes, N Kourentzes International Journal of Forecasting 27 (4), 968-995, 2011	51	2011
Tactical sales forecasting using a very large set of macroeconomic indicators YR Sagaert, EH Aghezzaf, N Kourentzes, B Desmet European Journal of Operational Research 264 (2), 558-569, 2018	49	2018
An evaluation of neural network ensembles and model selection for time series prediction DK Barrow, SF Crone, N Kourentzes The 2010 international joint conference on neural networks (IJCNN), 1-8, 2010	47	2010
The impact of special days in call arrivals forecasting: A neural network approach to modelling special days D Barrow, N Kourentzes European Journal of Operational Research 264 (3), 967-977, 2018	44	2018
Another look at estimators for intermittent demand F Petropoulos, N Kourentzes, K Nikolopoulos International Journal of Production Economics 181, 154-161, 2016	40	2016

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