| Annals of Information Systems U Apte, U Karmarkar, U Kulkarni, DJ Power, R Sharda, S Kozielski, ... | 392 | 2009 |
| Forecasting and operational research: a review R Fildes, K Nikolopoulos, SF Crone, AA Syntetos Journal of the Operational Research Society 59 (9), 1150-1172, 2008 | 331 | 2008 |
| 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 | 305 | 2011 |
| Neural network ensemble operators for time series forecasting N Kourentzes, DK Barrow, SF Crone Expert Systems with Applications 41 (9), 4235-4244, 2014 | 269 | 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 | 240 | 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 | 210 | 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 | 207 | 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 | 161 | 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 | 96 | 2013 |
| Stepwise selection of artificial neural network models for time series prediction SF Crone Journal of Intelligent Systems 14 (2-3), 99-122, 2005 | 65 | 2005 |
| Automatic time series analysis for electric load forecasting via support vector regression S Maldonado, A González, S Crone Applied Soft Computing 83, 105616, 2019 | 59 | 2019 |
| Neuronale Netze zur Prognose und Disposition im Handel S Crone Springer-Verlag, 2010 | 58 | 2010 |
| Cross-validation aggregation for combining autoregressive neural network forecasts DK Barrow, SF Crone International Journal of Forecasting 32 (4), 1120-1137, 2016 | 55 | 2016 |
| Training artificial neural networks for time series prediction using asymmetric cost functions SF Crone Proceedings of the 9th International Conference on Neural Information …, 2002 | 55 | 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 | 52 | 2010 |
| 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 | 48 | 2006 |
| Optimizing hyperparameters of support vector machines by genetic algorithms. S Lessmann, R Stahlbock, SF Crone IC-AI 74, 82, 2005 | 44 | 2005 |
| 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 | 43 | 2009 |
| Utility based data mining for time series analysis: cost-sensitive learning for neural network predictors SF Crone, S Lessmann, R Stahlbock Proceedings of the 1st international workshop on Utility-based data mining …, 2005 | 42 | 2005 |
| A comparison of AdaBoost algorithms for time series forecast combination DK Barrow, SF Crone International Journal of Forecasting 32 (4), 1103-1119, 2016 | 39 | 2016 |
Stefan LessmannProfessor of Information Systems, Humboldt-University of BerlinBestätigte E-Mail-Adresse bei hu-berlin.de
