2009 |
16 | EE | 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) |
2008 |
15 | | Robert Stahlbock,
Sven F. Crone,
Stefan Lessmann:
Proceedings of The 2008 International Conference on Data Mining, DMIN 2006, July 14-17, 2008, Las Vegas, USA, 2 Volumes
CSREA Press 2008 |
14 | EE | Stefan Lessmann,
Ning Li,
Stefan Voß:
A Case Study of Core Vector Machines in Corporate Data Mining.
HICSS 2008: 78 |
13 | EE | Nicole Martin,
Stefan Lessmann,
Stefan Voß:
Crowdsourcing: Systematisierung praktischer Ausprägungen und verwandter Konzepte.
Multikonferenz Wirtschaftsinformatik 2008 |
12 | EE | 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 | EE | Stefan Lessmann,
Robert Stahlbock,
Sven F. Crone:
Genetic Algorithms for Support Vector Machine Model Selection.
IJCNN 2006: 3063-3069 |
7 | EE | 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 | EE | Stefan Lessmann,
Sven F. Crone,
Robert Stahlbock:
An Evaluation of Discrete Support Vector Machines for Cost-Sensitive Learning.
IJCNN 2006: 347-354 |
5 | EE | 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 | EE | 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 |