Evolutionary neural classification approaches for strategic and operational decision support in retail store planning

Stahlbock, R., Lessmann, S. & Crone, S., 2005, Proceedings of the 2005 International Conference on Artificial Intelligence, ICAI 2005, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 60-66 7 p.

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

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 business forecasting competition approach to modeling artificial neural networks for time series prediction

Crone, S., 2004, Proceedings of the International Conference on Artificial Intelligence, IC-AI '04, June 21-24, 2004, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 207-213 7 p.

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

An evaluation framework for publications on artificial neural networks in sales forecasting

Crone, S. & Grafeille, P. C., 2004, Proceedings of the International Conference on Artificial Intelligence, IC-AI '04, June 21-24, 2004, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 221-227 7 p.

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

Empirical comparison and evaluation of classifier performance for data mining in customer relationship management

Crone, S., Lessmann, S. & Stahlbock, R., 2004, Proceedings of the IEEE International Joint Conference on Neural Networks, IJCNN'04 Budapest, Hungary. N/A: IEEE Computer Society Press, Vol. 1. p. 43-48 6 p.

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

Prediction of the CATS benchmark using a business forecasting approach to multilayer perceptron modelling

Crone, S., Kausch, H. & Prebmar, D., 2004, Proceedings of the IEEE International Joint Conference on Neural Networks, IJCNN'04 Budapest, Hungary. N/A: IEEE Computer Society Press, Vol. 4. p. 2783-2788 6 p.

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

Artificial neural networks for time series prediction - A novel approach to inventory management using asymmetric cost functions

Crone, S., 2003, Proceedings of the International Conference on Artificial Intelligence, IC-AI '03, June 23 - 26, 2003, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 193-199 7 p.

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

Forecasting in inventory management using artificial neural networks - a novel approach through asymmetric cost functions

Crone, S., 2003, Einsatz von Fuzzy Sets, Neuronalen Netzen und Kunstlicher Intelligenz in industrieller Produktion und Umweltforschung. Dusseldorf: VDI

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

Prediction of white noise time series using artificial neural networks and asymmetric cost functions

Crone, S., 2003, Proceedings of the IEEE International Joint Conference on Neural Networks, 2003. N/A: IEEE Computer Society Press, Vol. 4. p. 2460-2465 6 p.

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

Training artificial neural networks for time series prediction using asymmetric cost functions

Crone, S., 2002, Proceedings of the 9th International Conference on neural information processing, 2002. ICONIP '02. N/A: IEEE Computer Society Press, Vol. 5. p. 2374- 2380 7 p.

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