Evolutionary neural classification for the evaluation of retail stores and decision support

Stahlbock, R. & Crone, S., 2005, Proceedings of the IEEE International Joint Conference on Neural Networks, IJCNN'05, (Montreal, Canada) - 2005 IEEE: New York, Vol. 3, pp.1499-1504. N/A: unknown, p. 1499-1504 6 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Genetically constructed kernels for support vector machines

Lessmann, S., Stahlbock, R. & Crone, S., 2005, Proceedings of the Conference of the German Operations Research Association, GOR'05 (Bremen) 2005. N/A: unknown

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Optimizing hyperparameters of support vector machines by genetic algorithms

Lessmann, S., Stahlbock, R. & Crone, S., 2005, Proceedings of the 2005 International Conference on Artificial Intelligence, ICAI 2005, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 74-82 9 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Predicting customer online shopping adoption - an evaluation of data mining and market modelling approaches

Crone, S. & Soopramanien, D. G. R., 2005, Proceedings of The 2005 International Conference on Data Mining, DMIN 2005, Las Vegas, Nevada, USA. Athens: CSREA Press, p. 47-58 12 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Proceedings of the 2005 International Conference on Data Mining, DMIN'05: Foreword

Abachi, H., Arabnia, H. R., Asif, N., Badie, K., Chung, P. T., Crone, S. F., Daimi, K., Demetriou, G. A., Guo, G., Hashemi, R. R., He, Z., Holmes, D. E., Ji, X., Joshua, R., Kato, H., Kitts, B., Li, K. C., Mahmoudi, M. T., Mun, Y., Puttagunta, V., & 12 othersRocha, J., Rodriguez, A. R., Saraee, M., Scime, A., Seriai, A. D., Stahlbock, R., Sun, J., Swiniarski, R. W., Vasikarla, S., Wu, Y. F. B., Zhang, C. & Zhang, X., 2005, Proceedings of The 2005 International Conference on Data Mining, DMIN 2005, Las Vegas, Nevada, USA, June 20-23, 2005.. CSREA Press, (Proceedings of the 2005 International Conference on Data Mining, DMIN'05).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Foreword/postscript

Support vector machines versus artificial neural networks - new potential in data mining for customer relationship management?

Crone, S., Lessmann, S. & Stahlbock, R., 2005, Neural Network Applications in Information Technology and Web Engineering. Malaysia: Borneo Publishing, p. 80-93 14 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Utility based data mining for time series analysis - Cost sensitive learning for neural network predictors

Crone, S., Lessmann, S. & Stahlbock, R., 2005, Proceedings of the International Workshop on Utility-based Data Mining, ACM Conference on Knowledge Discovery in Data, KDD'05 (Chicago, USA) 2005. N/A: unknown, p. 59-68 10 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

A study on the ability of support vector regression and neural networks to forecast basic time series patterns

Crone, S., Guajardo, J. & Weber, R., 2006, Artificial Intelligence in Theory and Practice, Proceedings of the IFIP World Congress in Computation, WCC'06 (Santiago, Chile) - 2006, Springer: New York, Vol. 217, pp.149-158. Berlin: Springer

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

An evaluation of discrete support vector machines for cost-sensitive learning

Lessmann, S., Crone, S., Stahlbock, R. & Zacher, N., 2006, Proceedings of the World Congress in Computational Intelligence, WCCT06 (Vancouver, Canada) - 2006, IEEE: New York. N/A: IEEE Computer Society Press

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review