Nikolaos Kourentzes
TitleCited byYear
Neural network ensemble operators for time series forecasting
N Kourentzes, DK Barrow, SF Crone
Expert Systems with Applications 41 (9), 4235-4244, 2014
1222014
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
1172010
Impact of information exchange on supplier forecasting performance
JR Trapero, N Kourentzes, R Fildes
Omega 40 (6), 738-747, 2012
952012
Principles of business forecasting
K Ord, R Fildes
Nelson Education, 2012
852012
Intermittent demand forecasts with neural networks
N Kourentzes
International Journal of Production Economics 143 (1), 198-206, 2013
842013
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
832014
Forecasting with temporal hierarchies
G Athanasopoulos, RJ Hyndman, N Kourentzes, F Petropoulos
European Journal of Operational Research 262 (1), 60-74, 2017
592017
Forecast combinations for intermittent demand
F Petropoulos, N Kourentzes
Journal of the Operational Research Society 66 (6), 914-924, 2015
482015
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
472013
Validation and forecasting accuracy in models of climate change
R Fildes, N Kourentzes
International Journal of Forecasting 27 (4), 968-995, 2011
422011
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
372015
Forecasting with multivariate temporal aggregation: The case of promotional modelling
N Kourentzes, F Petropoulos
International Journal of Production Economics 181, 145-153, 2016
362016
Short-term solar irradiation forecasting based on dynamic harmonic regression
JR Trapero, N Kourentzes, A Martin
Energy 84, 289-295, 2015
362015
On intermittent demand model optimisation and selection
N Kourentzes
International Journal of Production Economics 156, 180-190, 2014
352014
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
332010
Distributions of forecasting errors of forecast combinations: implications for inventory management
DK Barrow, N Kourentzes
International Journal of Production Economics 177, 24-33, 2016
292016
Input-variable specification for neural networks-an analysis of forecasting low and high time series frequency
SF Crone, N Kourentzes
2009 International Joint Conference on Neural Networks, 619-626, 2009
252009
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
212018
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
202018
Improving forecasting via multiple temporal aggregation
F Petropoulos, N Kourentzes
Foresight: The International Journal of Applied Forecasting 34, 12-17, 2014
192014
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Articles 1–20