Sven F. Crone
Sven F. Crone
Assistant Professor of Business Analytics, Lancaster University
Verified email at - Homepage
Cited by
Cited by
Annals of Information Systems
U Apte, U Karmarkar, U Kulkarni, DJ Power, R Sharda, S Kozielski, ...
Advances in forecasting with neural networks? Empirical evidence from the NN3 competition on time series prediction
SF Crone, M Hibon, K Nikolopoulos
International Journal of forecasting 27 (3), 635-660, 2011
Forecasting and operational research: a review
R Fildes, K Nikolopoulos, SF Crone, AA Syntetos
Journal of the Operational Research Society 59, 1150-1172, 2008
Neural network ensemble operators for time series forecasting
N Kourentzes, DK Barrow, SF Crone
Expert Systems with Applications 41 (9), 4235-4244, 2014
The impact of preprocessing on data mining: An evaluation of classifier sensitivity in direct marketing
SF Crone, S Lessmann, R Stahlbock
European Journal of Operational Research 173 (3), 781-800, 2006
Instance sampling in credit scoring: An empirical study of sample size and balancing
SF Crone, S Finlay
International Journal of Forecasting 28 (1), 224-238, 2012
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
Genetic algorithms for support vector machine model selection
S Lessmann, R Stahlbock, SF Crone
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
Multivariate k-nearest neighbour regression for time series data—A novel algorithm for forecasting UK electricity demand
FH Al-Qahtani, SF Crone
The 2013 international joint conference on neural networks (IJCNN), 1-8, 2013
Automatic time series analysis for electric load forecasting via support vector regression
S Maldonado, A Gonzalez, S Crone
Applied Soft Computing 83, 105616, 2019
Crogging (cross-validation aggregation) for forecasting—A novel algorithm of neural network ensembles on time series subsamples
DK Barrow, SF Crone
The 2013 international joint conference on neural networks (IJCNN), 1-8, 2013
A comparison of AdaBoost algorithms for time series forecast combination
DK Barrow, SF Crone
International Journal of Forecasting 32 (4), 1103-1119, 2016
Cross-validation aggregation for combining autoregressive neural network forecasts
DK Barrow, SF Crone
International Journal of Forecasting 32 (4), 1120-1137, 2016
Neuronale Netze zur Prognose und Disposition im Handel
S Crone
Springer-Verlag, 2010
Optimizing Hyperparameters of Support Vector Machines by Genetic Algorithms.
S Lessmann, R Stahlbock, SF Crone
IC-AI 74, 82, 2005
Stepwise selection of artificial neural network models for time series prediction
SF Crone
Journal of Intelligent Systems 14 (2-3), 99-122, 2005
The Impact of Preprocessing on Support Vector Regression and Neural Networks in Time Series Prediction.
SF Crone, J Guajardo, R Weber
DMIN, 37-44, 2006
Training artificial neural networks for time series prediction using asymmetric cost functions
SF Crone
Proceedings of the 9th International Conference on Neural Information …, 2002
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
Supply chain forecasting: Best practices & benchmarking study
M Weller, S Crone
Lancaster Centre For Forecasting 1 (1), 1-43, 2012
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