Stefan Lessmann

	2012
30		Stefan Lessmann, Ming-Chien Sung, Johnnie E. V. Johnson, Tiejun Ma: A new methodology for generating and combining statistical forecasting models to enhance competitive event prediction. European Journal of Operational Research 218(1): 163-174 (2012)
	2011
29		Hubertus Brandner, Stefan Lessmann, Stefan Voß: Support of Managerial Decision Making by Transductive Learning. Wirtschaftsinformatik 2011: 18
28		Stefan Lessmann, Marco Caserta, Idel Montalvo Arango: Tuning metaheuristics: A data mining based approach for particle swarm optimization. Expert Syst. Appl. 38(10): 12826-12838 (2011)
27		Stefan Lessmann, M.-C. Sung, Johnnie E. V. Johnson: Towards a methodology for measuring the true degree of efficiency in a speculative market. JORS 62(12): 2120-2132 (2011)
	2010
26		Robert Stahlbock, Sven F. Crone, Stefan Lessmann: Data Mining - Special Issue in Annals of Information Systems Springer 2010
25		Stefan Lessmann, Mariana Listiani, Stefan Voß: Decision Support in Car Leasing: a Forecasting Model for Residual Value Estimation. ICIS 2010: 17
24		Robert Stahlbock, Stefan Lessmann, Sven F. Crone: Data Mining and Information Systems: Quo Vadis? Data Mining 2010: 1-15
23		Stefan Lessmann, Stefan Voß: Customer-Centric Decision Support. Business & Information Systems Engineering 2(2): 79-93 (2010)
	2009
22		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
21		Stefan Lessmann, Stefan Voß: Feature Selection in Marketing Applications. ADMA 2009: 200-208
20		Sebastian Schüller, Stefan Lessmann, Stefan Voß: A Case Study of Random Forest in Predictive Data Mining. Wirtschaftsinformatik (2) 2009: 319-328
19		Stefan Lessmann, Ming-Chien Sung, Johnnie E. V. Johnson: Identifying winners of competitive events: A SVM-based classification model for horserace prediction. European Journal of Operational Research 196(2): 569-577 (2009)
18		Stefan Lessmann, Stefan Voß: A reference model for customer-centric data mining with support vector machines. European Journal of Operational Research 199(2): 520-530 (2009)
17		Stefan Lessmann, Sebastian Schüller, Stefan Voß: Kostensensitive Klassifikation mit Random Forest. HMD - Praxis Wirtschaftsinform. 268: (2009)
	2008
16		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
15		Marco Caserta, Stefan Lessmann, Stefan Voß: A Novel Approach to Construct Discrete Support Vector Machine Classifiers. GfKl 2008: 115-125
14		Stefan Lessmann, Ning Li, Stefan Voß: A Case Study of Core Vector Machines in Corporate Data Mining. HICSS 2008: 78
13		Nicole Martin, Stefan Lessmann, Stefan Voß: Crowdsourcing: Systematisierung praktischer Ausprägungen und verwandter Konzepte. Multikonferenz Wirtschaftsinformatik 2008
12		Stefan Lessmann, Bart Baesens, Christophe Mues, Swantje Pietsch: Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings. IEEE Trans. Software Eng. 34(4): 485-496 (2008)
	2007
11		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
	2006
10		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
9		Sven F. Crone, Stefan Lessmann, Swantje Pietsch: Parameter Sensitivity of Support Vector Regression and Neural Networks for Forecasting. DMIN 2006: 396-402
8		Stefan Lessmann, Robert Stahlbock, Sven F. Crone: Genetic Algorithms for Support Vector Machine Model Selection. IJCNN 2006: 3063-3069
7		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
6		Stefan Lessmann, Sven F. Crone, Robert Stahlbock: An Evaluation of Discrete Support Vector Machines for Cost-Sensitive Learning. IJCNN 2006: 347-354
5		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
4		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
3		Stefan Lessmann, Robert Stahlbock, Sven F. Crone: Optimizing Hyperparameters of Support Vector Machines by Genetic Algorithms. IC-AI 2005: 74-82
2		Stefan Lessmann, Robert Stahlbock, Sven F. Crone: Genetically Constructed Kernels for Support Vector Machines. OR 2005: 257-262
	2004
1		Stefan Lessmann: Solving Imbalanced Classification Problems with Support Vector Machines. IC-AI 2004: 214-220

Coauthor Index

1	Idel Montalvo Arango	[28]
2	Bart Baesens	[12]
3	Hubertus Brandner	[29]
4	Marco Caserta	[15] [28]
5	Sven F. Crone	[2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [16] [22] [24] [26]
6	Johnnie E. V. Johnson	[19] [27] [30]
7	Ning Li	[14]
8	Mariana Listiani	[25]
9	Tiejun Ma	[30]
10	Nicole Martin	[13]
11	Christophe Mues	[12]
12	Swantje Pietsch	[7] [9] [12]
13	Sebastian Schüller	[17] [20]
14	Robert Stahlbock	[2] [3] [4] [5] [6] [8] [10] [11] [16] [22] [24] [26]
15	M.-C. Sung	[27]
16	Ming-Chien Sung	[19] [30]
17	Stefan Voß (Stefan Voss)	[13] [14] [15] [17] [18] [20] [21] [23] [25] [29]

Colors in the list of coauthors

Last update Fri Jun 1 15:44:53 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page