Sven F. Crone

	2011
34		Nikolaos Kourentzes, Sven F. Crone: Semi-supervised monitoring of electric load time series for unusual patterns. IJCNN 2011: 2852-2859
33		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
32		Robert Stahlbock, Sven F. Crone, Mahmoud Abou-Nasr, Hamid R. Arabnia, Nikolaos Kourentzes, Philippe Lenca, Wolfram-Manfred Lippe, Gary M. Weiss: Proceedings of The 2010 International Conference on Data Mining, DMIN 2010, July 12-15, 2010, Las Vegas, Nevada, USA CSREA Press 2010
31		Robert Stahlbock, Sven F. Crone, Stefan Lessmann: Data Mining - Special Issue in Annals of Information Systems Springer 2010
30		Nikolaos Kourentzes, Sven F. Crone: Inference for Neural Network Predictive Models with Impulse Interventions. DMIN 2010: 273-279
29		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
28		Nikolaos Kourentzes, Sven F. Crone: Frequency independent automatic input variable selection for Neural Networks for forecasting. IJCNN 2010: 1-8
27		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
26		Robert Stahlbock, Stefan Lessmann, Sven F. Crone: Data Mining and Information Systems: Quo Vadis? Data Mining 2010: 1-15
25		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)
	2009
24		Robert Stahlbock, Sven F. Crone, Stefan Lessmann: Proceedings of The 2009 International Conference on Data Mining, DMIN 2009, July 13-16, 2009, Las Vegas, USA CSREA Press 2009
23		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
22		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
	2008
21		Robert Stahlbock, Sven F. Crone, Stefan Lessmann: Proceedings of The 2008 International Conference on Data Mining, DMIN 2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes CSREA Press 2008
	2007
20		Robert Stahlbock, Sven F. Crone, Stefan Lessmann: Proceedings of the 2007 International Conference on Data Mining, DMIN 2007, June 25-28, 2007, Las Vegas, Nevada, USA CSREA Press 2007
19		Sven F. Crone, Rohit Dhawan: Forecasting Seasonal Time Series with Neural Networks: A Sensitivity Analysis of Architecture Parameters. IJCNN 2007: 2099-2104
18		Sven F. Crone, Swantje Pietsch: A Naïve Support Vector Regression Benchmark for the NN3 Forecasting Competition. IJCNN 2007: 2454-2459
	2006
17		Sven F. Crone, Stefan Lessmann, Robert Stahlbock: Proceedings of the 2006 International Conference on Data Mining, DMIN 2006, Las Vegas, Nevada, USA, June 26-29, 2006 CSREA Press 2006
16		Sven F. Crone, Dieter B. Preßmar: An Extended Evaluation Framework for Neural Network Publications in Sales Forecasting. Artificial Intelligence and Applications 2006: 179-186
15		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
14		Sven F. Crone, Stefan Lessmann, Swantje Pietsch: Parameter Sensitivity of Support Vector Regression and Neural Networks for Forecasting. DMIN 2006: 396-402
13		Yukun Bao, Rui Zhang, Sven F. Crone: Fuzzy Support Vector Machines Regression for Business Forecasting: An Application. FSKD 2006: 1313-1317
12		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
11		Stefan Lessmann, Robert Stahlbock, Sven F. Crone: Genetic Algorithms for Support Vector Machine Model Selection. IJCNN 2006: 3063-3069
10		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
9		Stefan Lessmann, Sven F. Crone, Robert Stahlbock: An Evaluation of Discrete Support Vector Machines for Cost-Sensitive Learning. IJCNN 2006: 347-354
8		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)
	2005
7		Sven F. Crone, Didier Soopramanien: Predicting Customer Online Shopping Adoption - an Evaluation of Data Mining and Market Modelling Approaches. DMIN 2005: 215-221
6		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
5		Stefan Lessmann, Robert Stahlbock, Sven F. Crone: Optimizing Hyperparameters of Support Vector Machines by Genetic Algorithms. IC-AI 2005: 74-82
4		Stefan Lessmann, Robert Stahlbock, Sven F. Crone: Genetically Constructed Kernels for Support Vector Machines. OR 2005: 257-262
	2004
3		Sven F. Crone: A Business Forecasting Competition Approach to Modeling Artificial Neural Networks for Time Series Prediction. IC-AI 2004: 207-213
2		Sven F. Crone, Patrick C. Graffeille: An Evaluation Framework for Publications on Artificial Neural networks in Sales Forecasting. IC-AI 2004: 221-227
	2003
1		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

1	Mahmoud Abou-Nasr	[32]
2	Hamid R. Arabnia	[32]
3	Yukun Bao	[13]
4	Devon K. Barrow	[29]
5	Rohit Dhawan	[19]
6	Patrick C. Graffeille	[2]
7	Jose Guajardo	[12] [15]
8	Nikolaos Kourentzes	[22] [23] [25] [27] [28] [29] [30] [32] [33] [34]
9	Philippe Lenca	[32]
10	Stefan Lessmann	[4] [5] [6] [8] [9] [10] [11] [14] [17] [20] [21] [24] [26] [31]
11	Wolfram-Manfred Lippe	[32]
12	Swantje Pietsch	[10] [14] [18]
13	Dieter B. Preßmar	[16]
14	Didier Soopramanien	[7]
15	Robert Stahlbock	[4] [5] [6] [8] [9] [11] [17] [20] [21] [24] [26] [31] [32]
16	Richard Weber	[12] [15]
17	Gary M. Weiss	[32]
18	Rui Zhang	[13]

Colors in the list of coauthors

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