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

Forecasting foreign exchange rates using Support Vector Regression

Bahramy, F. & Crone, S. F., 28/10/2013, 2013 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr). IEEE, p. 34-41 8 p. 6611694. (Proceedings of the 2013 IEEE Conference on Computational Intelligence for Financial Engineering and Economics, CIFEr 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013).

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

An Evaluation of Neural Network Ensembles and Model Selection for Time Series Prediction

Barrow, D. K., Crone, S. F. & Kourentzes, N., 2010, The 2010 International Joint Conference on Neural Networks (IJCNN). New York: IEEE, p. 1-8 8 p.

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

Forecasting with computational intelligence - An evaluation of support vector regression and artificial neural networks

Crone, S., Lessmann, S. & Pietsch, S., 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

The impact of preprocessing on support vector regression and neural networks in time series prediction

Crone, S., Guajardo, J. & Weber, R., 2006, Proceedings of the International Conference on Data Mining DMIN'06 (Las Vegas, USA) 2006, CSREA, pp.37-42. N/A: unknown, p. 37-42 6 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 extended evaluation framework for neural network publications in sales forecasting

Crone, S. & Prebmar, D., 2006, Proceedings of the International Conference on Applied Artificial Intelligence, AIA'06 (Innsbruck, Austria) - 2006, ACTA Press: Calgary, pp.179-186. N/A: unknown

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

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

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

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

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

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

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

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

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