Please note: This is a beta version of the new dblp website.
You can find the classic dblp view of this page here.
You can find the classic dblp view of this page here.
Sven F. Crone
2010 – today
- 2011
[c25]Nikolaos Kourentzes, Sven F. Crone: Semi-supervised monitoring of electric load time series for unusual patterns. IJCNN 2011: 2852-2859- [c24]Sven F. Crone, Nikolaos Kourentzes: The impact of preprocessing on forecasting electrical load: An empirical evaluation of segmenting time series into subseries. IJCNN 2011: 3285-3292
- 2010
- [j2]Sven F. Crone, Nikolaos Kourentzes: Feature selection for time series prediction - A combined filter and wrapper approach for neural networks. Neurocomputing 73(10-12): 1923-1936 (2010)
- [c23]Nikolaos Kourentzes, Sven F. Crone: Inference for Neural Network Predictive Models with Impulse Interventions. DMIN 2010: 273-279
- [c22]Devon K. Barrow, Sven F. Crone, Nikolaos Kourentzes: An evaluation of neural network ensembles and model selection for time series prediction. IJCNN 2010: 1-8
- [c21]Sven F. Crone, Nikolaos Kourentzes: Naive Support Vector Regression and Multilayer Perceptron benchmarks for the 2010 neural network grand competition (NNGC) on time series prediction. IJCNN 2010: 1-8
- [c20]Nikolaos Kourentzes, Sven F. Crone: Frequency independent automatic input variable selection for Neural Networks for forecasting. IJCNN 2010: 1-8
- [p1]Robert Stahlbock, Stefan Lessmann, Sven F. Crone: Data Mining and Information Systems: Quo Vadis? Data Mining 2010: 1-15
- [e6]Robert Stahlbock, Sven F. Crone, Mahmoud Abou-Nasr, Hamid R. Arabnia, Nikolaos Kourentzes, Philippe Lenca, Wolfram-Manfred Lippe, Gary M. Weiss (Eds.): Proceedings of The 2010 International Conference on Data Mining, DMIN 2010, July 12-15, 2010, Las Vegas, Nevada, USA. CSREA Press 2010, ISBN 1-60132-138-4
- [e5]Robert Stahlbock, Sven F. Crone, Stefan Lessmann (Eds.): Data Mining - Special Issue in Annals of Information Systems. Annals of Information Systems 8, Springer 2010, ISBN 978-1-4419-1279-4
2000 – 2009
- 2009
- [c19]Sven F. Crone, Nikolaos Kourentzes: Forecasting Seasonal Time Series with Multilayer Perceptrons - An Empirical Evaluation of Input Vector Specifications for Deterministic Seasonality. DMIN 2009: 232-238
- [c18]Sven F. Crone, Nikolaos Kourentzes: Input-variable specification for Neural Networks - An analysis of forecasting low and high time series frequency. IJCNN 2009: 619-626
- [e4]Robert Stahlbock, Sven F. Crone, Stefan Lessmann (Eds.): Proceedings of The 2009 International Conference on Data Mining, DMIN 2009, July 13-16, 2009, Las Vegas, USA. CSREA Press 2009, ISBN 1-60132-099-X
- 2008
- [e3]Robert Stahlbock, Sven F. Crone, Stefan Lessmann (Eds.): Proceedings of The 2008 International Conference on Data Mining, DMIN 2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes. CSREA Press 2008, ISBN 1-60132-062-0
- 2007
- [c17]Sven F. Crone, Rohit Dhawan: Forecasting Seasonal Time Series with Neural Networks: A Sensitivity Analysis of Architecture Parameters. IJCNN 2007: 2099-2104
- [c16]Sven F. Crone, Swantje Pietsch: A Naïve Support Vector Regression Benchmark for the NN3 Forecasting Competition. IJCNN 2007: 2454-2459
- [e2]Robert Stahlbock, Sven F. Crone, Stefan Lessmann (Eds.): Proceedings of the 2007 International Conference on Data Mining, DMIN 2007, June 25-28, 2007, Las Vegas, Nevada, USA. CSREA Press 2007, ISBN 1-60132-031-0
- 2006
- [j1]Sven F. Crone, Stefan Lessmann, Robert Stahlbock: The impact of preprocessing on data mining: An evaluation of classifier sensitivity in direct marketing. European Journal of Operational Research 173(3): 781-800 (2006)
- [c15]Sven F. Crone, Dieter B. Preßmar: An Extended Evaluation Framework for Neural Network Publications in Sales Forecasting. Artificial Intelligence and Applications 2006: 179-186
- [c14]Sven F. Crone, Jose Guajardo, Richard Weber: The Impact of Preprocessing on Support Vector Regression and Neural Networks in Time Series Prediction. DMIN 2006: 37-44
- [c13]Sven F. Crone, Stefan Lessmann, Swantje Pietsch: Parameter Sensitivity of Support Vector Regression and Neural Networks for Forecasting. DMIN 2006: 396-402
- [c12]
- [c11]Sven F. Crone, Jose Guajardo, Richard Weber: A study on the ability of Support Vector Regression and Neural Networks to Forecast Basic Time Series Patterns. IFIP AI 2006: 149-158
- [c10]Stefan Lessmann, Sven F. Crone, Robert Stahlbock: An Evaluation of Discrete Support Vector Machines for Cost-Sensitive Learning. IJCNN 2006: 347-354
- [c9]Stefan Lessmann, Robert Stahlbock, Sven F. Crone: Genetic Algorithms for Support Vector Machine Model Selection. IJCNN 2006: 3063-3069
- [c8]Sven F. Crone, Stefan Lessmann, Swantje Pietsch: Forecasting with Computational Intelligence - An Evaluation of Support Vector Regression and Artificial Neural Networks for Time Series Prediction. IJCNN 2006: 3159-3166
- [e1]Sven F. Crone, Stefan Lessmann, Robert Stahlbock (Eds.): Proceedings of the 2006 International Conference on Data Mining, DMIN 2006, Las Vegas, Nevada, USA, June 26-29, 2006. CSREA Press 2006, ISBN 1-60132-004-3
- 2005
- [c7]Sven F. Crone, Didier Soopramanien: Predicting Customer Online Shopping Adoption - an Evaluation of Data Mining and Market Modelling Approaches. DMIN 2005: 215-221
- [c6]Robert Stahlbock, Stefan Lessmann, Sven F. Crone: Evolutionary Neural Classification Approaches for Strategic and Operational Decision Support in Retail Store Planning. IC-AI 2005: 60-66
- [c5]Stefan Lessmann, Robert Stahlbock, Sven F. Crone: Optimizing Hyperparameters of Support Vector Machines by Genetic Algorithms. IC-AI 2005: 74-82
- [c4]Stefan Lessmann, Robert Stahlbock, Sven F. Crone: Genetically Constructed Kernels for Support Vector Machines. OR 2005: 257-262
- 2004
- [c3]Sven F. Crone: A Business Forecasting Competition Approach to Modeling Artificial Neural Networks for Time Series Prediction. IC-AI 2004: 207-213
- [c2]Sven F. Crone, Patrick C. Graffeille: An Evaluation Framework for Publications on Artificial Neural networks in Sales Forecasting. IC-AI 2004: 221-227
- 2003
- [c1]Sven F. Crone: Artificial Neural Networks for Time Series Prediction - A Novel Approach to Inventory Management Using Asymmetric Cost Functions. IC-AI 2003: 193-199
Coauthor Index
data released under the ODC-BY 1.0 license. See also our legal information page
last updated on 2013-10-02 11:01 CEST by the dblp team