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  1. Chapter
  2. Published

    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

  3. Published

    Forecasting and prediction

    Amstrong, J. S. & Fildes, R. A., 2004, The Social Science Encyclopedia. London and New York: Routledge

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

  4. Published

    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

  5. Published

    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

  6. Published

    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

  7. Published

    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

  8. Published

    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

  9. Published

    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

  10. Published

    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

  11. Published

    Forecasting competitions - their role in improving forecasting practice and research

    Fildes, R. A. & Ord, J. K., 2002, A Companion to Economic Forecasting. Oxford: Blackwell, p. 322-353 32 p.

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

  12. Published

    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

  13. Published

    Introducing forecasting and monitoring methods to an SME: the role of Soft Systems Methodology

    Boylan, J. & Willams , M. A., 2001, Mixed-mode modelling : mixing methodologies for organisational intervention. Nicholls, M. G., Clarke, S. & Lehaney, B. (eds.). Kluwer

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

  14. Published

    Econometric forecasting: strategies and techniques

    Fildes, R. A. & Allen, P. G., 2001, Principles of Forecasting: A Handbook for Researchers and Practitioners. Berlin: Springer, p. 303-362 60 p.

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

  15. Published

    The Optimal Use of Information, Collective Bargaining and the Disclosure Debate

    Peel, D. & Pope, P., 1982, Financial Information and Industrial Relations . Maunders, K. (ed.). Hull: Barmarick Publications

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

  16. Conference contribution/Paper
  17. Forthcoming

    Instance Space Analysis for the Capacitated Vehicle Routing Problem with Mixture Discriminant Analysis

    Notice, D., Soleimani, H., Pavlidis, N., Kheir, A. & Muñoz, M. A., 19/03/2025, (Accepted/In press) Genetic and Evolutionary Computation Conference (GECCO ’25).

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

  18. Published

    Supervised Dimensionality Reduction for the Algorithm Selection Problem

    Notice, D., Pavlidis, N. & Kheiri, A., 8/01/2025, Advances in Computational Intelligence Systems: Contributions Presented at the 23rd UK Workshop on Computational Intelligence (UKCI 2024), September 2-4, 2024, Ulster University, Belfast, UK. Zheng, H., Glass, D., Mulvenna, M., Liu, J. & Wang, H. (eds.). Cham: Springer, p. 85-97 13 p. (Advances in Intelligent Systems and Computing ; vol. 1462).

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

  19. Published

    Indolence is fatal: Research Opportunities in Designing Digital Shadows and Twins for Decision Support

    Marquardt, T., Cleophas, C. & Morgan, L., 28/02/2022, WSC '21: Proceedings of the Winter Simulation Conference. IEEE, 11 p. 239. (Proceedings of the Winter Simulation Conference).

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

  20. Published

    Metric learning for simulation analytics

    Laidler, G., Morgan, L., Nelson, B. & Pavlidis, N., 18/12/2020, Proceedings of the 2020 Winter Simulation Conference. IEEE, p. 349-360 12 p.

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

  21. Published

    Subspace Clustering with Active Learning

    Peng, H. & Pavlidis, N., 24/02/2020, Proceedings of 2019 IEEE International Conference on Big Data. IEEE, 10 p. 9006361

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

  22. Published

    Subspace Clustering of Very Sparse High-Dimensional Data

    Peng, H., Pavlidis, N. G., Eckley, I. A. & Tsalamanis, I., 24/01/2019, 2018 IEEE International Conference on Big Data (Big Data). IEEE, p. 3780-3783 4 p.

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

  23. Published

    Temporally Smoothed Wavelet Coherence for Multivariate Point-Processes and Neuron-Firing

    Gibberd, A. & Cohen, E., 28/10/2018, 2018 52nd Asilomar Conference on Signals, Systems, and Computers. IEEE, p. 1220-1224 5 p.

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

  24. Published

    Producing long-term forecasts of the development of arctic shelf

    Ilinova, A., Chanysheva, A., Kourentzes, N. & Svetunkov, I., 16/10/2018, Innovation-Based Development of the Mineral Resources Sector: Challenges and Prospects: Proceedings of the 11th Russian-German Raw Materials Conference, November 7-8, 2018, Potsdam, Germany. Litvinenko , V. (ed.). CRC Press, p. 539-553 15 p.

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

  25. Published

    Characterising Dependency in Computer Networks using Spectral Coherence

    Gibberd, A., Noble, J. & Cohen, E., 19/09/2018, Proceedings of the International Conference on Time Series and Forecasting. ITISE, p. 1147-1157 11 p.

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

  26. Published

    An ensemble of single multiplicative neuron models for probabilistic prediction

    Yolcu, U., Jin, Y. & Egrioglu, E., 13/02/2017, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. Institute of Electrical and Electronics Engineers Inc., 8 p. 7849975. (2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016).

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

  27. Published

    Minimum density hyperplanes in the feature space

    Yates, K. & Pavlidis, N. G., 11/02/2017, Big Data (Big Data), 2016 IEEE International Conference on. IEEE, p. 3613-3618 6 p.

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

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