Items where Author is "Lessmann, S"

Journal Article

Stahlbock, R and Lessmann, S and Crone, S (2009) Data mining and information systems - Quo Vadis? Annals of Information Systems, 8 (XIII). pp. 1-18.

Crone, S and Lessmann, S and Stahlbock, R (2006) The impact of preprocessing on data mining: an evaluation of classifier sensitivity in direct marketing. European Journal of Operational Research, 173 (3). pp. 781-800. ISSN 0377-2217

Contribution in Book/Report/Proceedings

Crone, S and Lessmann, S and Pietsch, S (2006) Forecasting with computational intelligence - An evaluation of support vector regression and artificial neural networks. In: Proceedings of the World Congress in Computational Intelligence, WCCT06 (Vancouver, Canada) - 2006, IEEE: New York :. IEEE Computer Society Press, N/A.

Lessmann, S and Stahlbock, R and Crone, S (2006) Genetic algorithms for support vector machine model selection. In: Proceedings of the World Congress in Computational Intelligence, WCCT06 (Vancouver, Canada) - 2006, IEEE: New York :. IEEE Computer Society Press, N/A.

Crone, S and Lessmann, S and Pietsch, S (2006) Parameter sensitivity of support vector regression and neural networks for forecasting. In: Proceedings of the International Conference on Data Mining DMIN'06 (Las Vegas, USA) 2006, CSREA, pp.396-402 :. CSREA Press, Athens.

Lessmann, S and Crone, S and Stahlbock, R and Zacher, N (2006) An evaluation of discrete support vector machines for cost-sensitive learning. In: Proceedings of the World Congress in Computational Intelligence, WCCT06 (Vancouver, Canada) - 2006, IEEE: New York :. IEEE Computer Society Press, N/A.

Stahlbock, R and Lessmann, S and Crone, S (2005) Evolutionary neural classification approaches for strategic and operational decision support in retail store planning. In: Proceedings of the 2005 International Conference on Artificial Intelligence, ICAI 2005, Las Vegas, Nevada, USA :. CSREA Press, Athens, pp. 60-66. ISBN 1-932415-66-1

Lessmann, S and Stahlbock, R and Crone, S (2005) Genetically constructed kernels for support vector machines. In: Proceedings of the Conference of the German Operations Research Association, GOR'05 (Bremen) 2005 :. unknown, N/A.

Lessmann, S and Stahlbock, R and Crone, S (2005) Optimizing hyperparameters of support vector machines by genetic algorithms. In: Proceedings of the 2005 International Conference on Artificial Intelligence, ICAI 2005, Las Vegas, Nevada, USA :. CSREA Press, Athens, pp. 74-82. ISBN 1-932415-66-1

Crone, S and Lessmann, S and Stahlbock, R (2005) Support vector machines versus artificial neural networks - new potential in data mining for customer relationship management? In: Neural Network Applications in Information Technology and Web Engineering :. Borneo Publishing, Malaysia, pp. 80-93.

Crone, S and Lessmann, S and Stahlbock, R (2005) Utility based data mining for time series analysis - Cost sensitive learning for neural network predictors. In: Proceedings of the International Workshop on Utility-based Data Mining, ACM Conference on Knowledge Discovery in Data, KDD'05 (Chicago, USA) 2005 :. unknown, N/A, pp. 59-68.

Crone, S and Lessmann, S and Stahlbock, R (2004) Empirical comparison and evaluation of classifier performance for data mining in customer relationship management. In: Proceedings of the IEEE International Joint Conference on Neural Networks, IJCNN'04 Budapest, Hungary :. IEEE Computer Society Press, N/A, pp. 43-48. ISBN 0-7803-8359-1