Items where Author is "Crone, Sven F."

Journal Article

Crone, Sven F. and Hibon, Michèle and Nikolopoulos, Konstantinos (2014) Corrigendum to "Advances in forecasting with neural networks? Empirical evidence from the NN3 competition on time series prediction" [Int. J. Forecast. 27 (2011) 635-660] 10.1016/j.ijforecast.2011.04.001. International Journal of Forecasting, 30 (4). p. 1138. ISSN 0169-2070

Crone, Sven F. and Finlay, Steven (2012) Instance sampling in credit scoring: An empirical study of sample size and balancing. International Journal of Forecasting, 28 (1). pp. 224-238. ISSN 0169-2070

Crone, Sven F. and Hibon, Michele and Nikolopoulos, Konstantinos (2011) Advances in forecasting with neural networks? Empirical evidence from the NN3 competition on time series prediction. International Journal of Forecasting, 27 (3). pp. 635-660. ISSN 0169-2070

Crone, Sven F. and Kourentzes, Nikolaos (2010) Feature selection for time series prediction - A combined filter and wrapper approach for neural networks. Neurocomputing, 73 (10-12). pp. 1923-1936. ISSN 0925-2312

Contribution in Book/Report/Proceedings

Crone, Sven F. and Häger, Stephan (2016) Feature selection of autoregressive Neural Network inputs for trend Time Series Forecasting. In: 2016 International Joint Conference on Neural Networks, IJCNN 2016 :. Proceedings of the International Joint Conference on Neural Networks . Institute of Electrical and Electronics Engineers Inc., CAN, pp. 1515-1522. ISBN 9781509006199

Kuck, Mirko and Crone, Sven F. and Freitag, Michael (2016) Meta-learning with neural networks and landmarking for forecasting model selection an empirical evaluation of different feature sets applied to industry data. In: 2016 International Joint Conference on Neural Networks, IJCNN 2016 :. Proceedings of the International Joint Conference on Neural Networks . Institute of Electrical and Electronics Engineers Inc., CAN, pp. 1499-1506. ISBN 9781509006199

Crone, Sven F. and Koeppel, Christian (2014) Predicting exchange rates with sentiment indicators : An empirical evaluation using text mining and multilayer perceptrons. In: 2014 IEEE Conference on Computational Intelligence for Financial Engineering and Economics, CIFEr Proceedings :. IEEE/IAFE Conference on Computational Intelligence for Financial Engineering, Proceedings (CIFEr) . Institute of Electrical and Electronics Engineers Inc., GBR, pp. 114-121. ISBN 9781479923809

Kunz, Timo P. and Crone, Sven F. (2014) Demand models for the static retail price optimization problem-A Revenue Management perspective. In: 4th Student Conference on Operational Research, SCOR 2014 :. OpenAccess Series in Informatics . Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, GBR, pp. 101-125. ISBN 9783939897675

Bahramy, Farhad and Crone, Sven F. (2013) Forecasting foreign exchange rates using Support Vector Regression. In: 2013 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr) :. Proceedings of the 2013 IEEE Conference on Computational Intelligence for Financial Engineering and Economics, CIFEr 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013 . IEEE, SGP, pp. 34-41. ISBN 9781467359214

Barrow, Devon K. and Crone, Sven F. (2013) Crogging (cross-validation aggregation) for forecasting - A novel algorithm of neural network ensembles on time series subsamples. In: 2013 International Joint Conference on Neural Networks, IJCNN 2013 :. Proceedings of the International Joint Conference on Neural Networks . IEEE, USA. ISBN 9781467361293

Al-Qahtani, Fahad H. and Crone, Sven F. (2013) Multivariate k-nearest neighbour regression for time series data - A novel algorithm for forecasting UK electricity demand. In: 2013 International Joint Conference on Neural Networks, IJCNN 2013 :. Proceedings of the International Joint Conference on Neural Networks . IEEE, USA. ISBN 9781467361293

Kourentzes, Nikolaos and Crone, Sven F. (2011) Semi-supervised monitoring of electric load time series for unusual patterns. In: The 2011 International Joint Conference on Neural Networks (IJCNN) :. IEEE, San Jose, pp. 2852-2859. ISBN 978-1-4244-9636-5

Crone, Sven F. and Kourentzes, Nikolaos (2011) The impact of preprocessing on forecasting electrical load: an empirical evaluation of segmenting time series into subseries. In: The 2011 International Joint Conference on Neural Networks (IJCNN) :. IEEE, San Jose, pp. 3285-3292. ISBN 978-1-4244-9636-5

Barrow, Devon K. and Crone, Sven F. and Kourentzes, Nikolaos (2010) An Evaluation of Neural Network Ensembles and Model Selection for Time Series Prediction. In: The 2010 International Joint Conference on Neural Networks (IJCNN) :. IEEE, New York, pp. 1-8. ISBN 978-1-4244-6917-8

Kourentzes, Nikolaos and Crone, Sven F. (2010) Frequency independent automatic input variable selection for neural networks for forecasting. In: The 2010 International Joint Conference on Neural Networks (IJCNN) :. IEEE, New York, -. ISBN 978-1-4244-6917-8

Crone, Sven F. and Kourentzes, Nikolaos (2010) Naive Support Vector Regression and Multilayer Perceptron Benchmarks for the 2010 Neural Network Grand Competition (NNGC) on Time Series Prediction. In: The 2010 International Joint Conference on Neural Networks (IJCNN) :. IEEE, New York, -. ISBN 978-1-4244-6917-8

Crone, Sven F. and Kourentzes, Nikolaos (2009) Input-variable Specification for Neural Networks - an Analysis of Forecasting low and high Time Series Frequency. In: International Joint Conference on Neural Networks, 2009. IJCNN 2009. :. IEEE, Atlanta, pp. 3221-3228. ISBN 978-1-4244-3549-4

Stahlbock, Robert and Lessmann, Stefan and Crone, Sven F. and Lenca, Philippe and Weiss, Gary M. and Lippe, Wolfram M. (2008) Proceedings of the 2008 International Conference on Data Mining, DMIN 2008 : Foreword. In: Proceedings of The 2008 International Conference on Data Mining, DMIN 2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes. :. CSREA Press, USA. ISBN 1601320620

Abachi, Hamid and Arabnia, Hamid R. and Asif, Nadim and Badie, K. and Chung, Ping Tsai and Crone, Sven F. and Daimi, Kevin and Demetriou, Georgios A. and Guo, Gongde and Hashemi, Ray R. and He, Zengyou and Holmes, Dawn E. and Ji, Xiang and Joshua, Rose and Kato, Hatsuhiko and Kitts, Brendan and Li, Kuan Ching and Mahmoudi, M. T. and Mun, Youngsong and Puttagunta, Vasundhara and Rocha, Joao and Rodriguez, Abraham R. and Saraee, Mohammed and Scime, Anthony and Seriai, Abdelhak Djamel and Stahlbock, Robert and Sun, Junping and Swiniarski, Roman W. and Vasikarla, Shantaram and Wu, Yi Fang Brook and Zhang, Chaoyang and Zhang, Xiaolong (2005) Proceedings of the 2005 International Conference on Data Mining, DMIN'05 : Foreword. In: Proceedings of The 2005 International Conference on Data Mining, DMIN 2005, Las Vegas, Nevada, USA, June 20-23, 2005. :. Proceedings of the 2005 International Conference on Data Mining, DMIN'05 . CSREA Press, USA. ISBN 1932415793

Book/Report/Proceedings

Weller, Matt and Crone, Sven F. (2012) Supply Chain Forecasting : Best Practices & Benchmarking Study. Lancaster Centre for Forecasting, Lancaster.