Nikolaos Kourentzes

25 papers B 7Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Analogy-based life cycle forecasts with pre-release buzz.
Eur. J. Oper. Res.
Oliver Schaer, Nikolaos Kourentzes, Robert Fildes
2024 J jnl
Multi-step estimators and shrinkage effect in time series models.
Comput. Stat.
Ivan Svetunkov, Nikolaos Kourentzes, Rebecca Killick
2023 J jnl
Use of contextual and model-based information in adjusting promotional forecasts.
Eur. J. Oper. Res.
Anna Sroginis, Robert Fildes, Nikolaos Kourentzes
2021 J jnl
Elucidate structure in intermittent demand series.
Eur. J. Oper. Res.
Nikolaos Kourentzes, George Athanasopoulos
2020 J jnl
Automatic robust estimation for exponential smoothing: Perspectives from statistics and machine learning.
Expert Syst. Appl.
Devon K. Barrow, Nikolaos Kourentzes, Rickard Sandberg, Jacek Niklewski
2020 J jnl
Forecasting: theory and practice.
CoRR
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
2018 J jnl
Tactical sales forecasting using a very large set of macroeconomic indicators.
Eur. J. Oper. Res.
Yves R. Sagaert, El-Houssaine Aghezzaf, Nikolaos Kourentzes, Bram Desmet
2018 J jnl
Temporal Big Data for Tactical Sales Forecasting in the Tire Industry.
Interfaces
Yves R. Sagaert, El-Houssaine Aghezzaf, Nikolaos Kourentzes, Bram Desmet
2018 J jnl
The impact of special days in call arrivals forecasting: A neural network approach to modelling special days.
Eur. J. Oper. Res.
Devon K. Barrow, Nikolaos Kourentzes
2017 J jnl
Forecasting with temporal hierarchies.
Eur. J. Oper. Res.
George Athanasopoulos, Rob J. Hyndman, Nikolaos Kourentzes, Fotios Petropoulos
2017 — conf
Simplifying Fitness Games for Users with Learning Disabilities.
HICSS
Liu Liu, Patrick Stacey, Monideepa Tarafdar, Nikolaos Kourentzes
2015 J jnl
Forecast combinations for intermittent demand.
J. Oper. Res. Soc.
Fotios Petropoulos, Nikolaos Kourentzes
2015 J jnl
On the identification of sales forecasting models in the presence of promotions.
J. Oper. Res. Soc.
Juan R. Trapero, Nikolaos Kourentzes, Robert Fildes
2014 J jnl
Neural network ensemble operators for time series forecasting.
Expert Syst. Appl.
Nikolaos Kourentzes, Devon K. Barrow, Sven F. Crone
2012 B conf
Data driven fitting sample selection for time series forecasting with neural networks.
IJCNN
Nikolaos Kourentzes
2011 B conf
Semi-supervised monitoring of electric load time series for unusual patterns.
IJCNN
Nikolaos Kourentzes, Sven F. Crone
2011 B conf
The impact of preprocessing on forecasting electrical load: An empirical evaluation of segmenting time series into subseries.
IJCNN
Sven F. Crone, Nikolaos Kourentzes
2010 B conf
An evaluation of neural network ensembles and model selection for time series prediction.
IJCNN
Devon K. Barrow, Sven F. Crone, Nikolaos Kourentzes
2010 J jnl
Feature selection for time series prediction - A combined filter and wrapper approach for neural networks.
Neurocomputing
Sven F. Crone, Nikolaos Kourentzes
2010 B conf
Frequency independent automatic input variable selection for Neural Networks for forecasting.
IJCNN
Nikolaos Kourentzes, Sven F. Crone
2010 — conf
Inference for Neural Network Predictive Models with Impulse Interventions.
DMIN
Nikolaos Kourentzes, Sven F. Crone
2010 B conf
Naive Support Vector Regression and Multilayer Perceptron benchmarks for the 2010 neural network grand competition (NNGC) on time series prediction.
IJCNN
Sven F. Crone, Nikolaos Kourentzes
2010 — ed.
Proceedings of The 2010 International Conference on Data Mining, DMIN 2010, July 12-15, 2010, Las Vegas, Nevada, USA
DMIN
Robert Stahlbock, Sven F. Crone, Mahmoud Abou-Nasr, Hamid R. Arabnia, Nikolaos Kourentzes, Philippe Lenca, Wolfram-Manfred Lippe, Gary M. Weiss
2009 — conf
Forecasting Seasonal Time Series with Multilayer Perceptrons - An Empirical Evaluation of Input Vector Specifications for Deterministic Seasonality.
DMIN
Sven F. Crone, Nikolaos Kourentzes
2009 B conf
Input-variable specification for Neural Networks - An analysis of forecasting low and high time series frequency.
IJCNN
Sven F. Crone, Nikolaos Kourentzes