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Centre for Marketing Analytics

  1. 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/ISSNConference contribution/Paperpeer-review

  2. Published

    Proceedings of the 2010 International Conference on Data Mining

    Stahlbock, R. (ed.), Crone, S. (ed.), Abou-Nasr, M. (ed.), Arabnia, H. R. (ed.), Kourentzes, N. (ed.), Lenca, P. (ed.), Lippe, W-M. (ed.) & Weiss, G. M. (ed.), 2010, CSREA Press.

    Research output: Book/Report/ProceedingsProceedings

  3. Published

    Probabilistic forecasting, linearity and nonlinearity hypothesis tests with bootstrapped linear and nonlinear artificial neural network

    Yolcu, U., Egrioglu, E., Bas, E., Yolcu, O. C. & Dalar, A. Z., 30/06/2021, In: Journal of Experimental and Theoretical Artificial Intelligence. 33, 3, p. 383-404 22 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. E-pub ahead of print

    Probabilistic forecasting of hourly emergency department arrivals

    Rostami-Tabar, B., Browell, J. & Svetunkov, I., 1/05/2023, (E-pub ahead of print) In: Health Systems. 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    Principles of Business Forecasting

    Ord, K., Fildes, R. A. & Kourentzes, N., 1/07/2017, 2nd ed. New York: Wessex Press Publishing Co.

    Research output: Book/Report/ProceedingsBook

  6. Published

    Principles of Business Forecasting

    Ord, J. K. & Fildes, R., 2013, Mason, Ohio: South-Western Cengage Learning. 528 p.

    Research output: Book/Report/ProceedingsBook

  7. Published

    Preparation for crisis management: a proposed model and empirical evidence

    Rose, M. B., Fildes, R. A. & Elsubbaugh, S., 2004, In: Journal of Contingencies and Crisis Management. 12, 3, p. 112-127 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    Predictive competitive intelligence with pre‐release online search traffic

    Schaer, O., Kourentzes, N. & Fildes, R., 31/10/2022, In: Production and Operations Management. 31, 10, p. 3823-3839 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  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/ISSNChapter

  10. 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/ISSNChapter

  11. Published

    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/ISSNChapter

  12. Published

    Predicting Corporate Failure - Some Results for the U.K. Corporate Sector

    Peel, M. J., Peel, D. & Pope, P., 1986, In: Omega: The International Journal of Management Science. 14, 1, p. 5-12 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    PPCI: an R Package for Cluster Identification using Projection Pursuit

    Hofmeyr, D. & Pavlidis, N., 27/12/2019, In: The R Journal.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    Post-script - Retail forecasting: Research and Practice

    Fildes, R., Kolassa, S. & Ma, S., 31/10/2022, In: International Journal of Forecasting. 38, 4, p. 1319-1324 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    Picture fuzzy time series: Defining, modeling and creating a new forecasting method

    Egrioglu, E., Bas, E., Yolcu, U. & Chen, M. Y., 28/02/2020, In: Engineering Applications of Artificial Intelligence. 88, 13 p., 103367.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    Perspectives on supply chain forecasting: Special Section: Supply Chain Forecasting

    Boone, T., Boylan, J. E., Fildes, R., Ganeshan, R. & Sanders, N., 01/2019, In: International Journal of Forecasting. 35, 1, p. 121-127 7 p.

    Research output: Contribution to Journal/MagazineEditorialpeer-review

  17. Published

    Parameter sensitivity of support vector regression and neural networks for forecasting

    Crone, S., Lessmann, S. & Pietsch, S., 2006, Proceedings of the International Conference on Data Mining DMIN'06 (Las Vegas, USA) 2006, CSREA, pp.396-402. Athens: CSREA Press

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  18. Published

    Parallel differential evolution

    Tasoulis, DK., Pavlidis, N., Plagianakos, V. P. & Vrahatis, M. N., 2004, IEEE Congress on Evolutionary Computation (CEC 2004). IEEE, p. 2023-2029 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  19. E-pub ahead of print

    Outlier detection in network revenue management

    Rennie, N., Cleophas, C., Sykulski, A. & Dost, F., 23/03/2023, (E-pub ahead of print) In: OR Spectrum.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    OUTCOME UNCERTAINTY and THE DEMAND FOR FOOTBALL: AN ANALYSIS OF MATCH ATTENDANCES IN THE ENGLISH FOOTBALL LEAGUE

    Peel, D. & Thomas, D., 08/1988, In: Scottish Journal of Political Economy. 35, 3, p. 242-249 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. Published

    OR in Spare Parts Management: A Review

    Hu, Q., Boylan, J. E., Chen, H. & Labib, A., 16/04/2018, In: European Journal of Operational Research. 266, 2, p. 395-414 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Optimizing Theta model for monthly data

    Petropoulos, F. & Nikolopoulos, K., 2013. 6 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paper

  23. Published

    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/ISSNChapter

  24. Published

    Optimising forecasting models for inventory planning

    Kourentzes, N., Trapero, J. R. & Barrow, D., 1/07/2020, In: International Journal of Production Economics. 225, 9 p., 107597.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    Optimality and robustness of combinations of moving averages

    Boylan, J. & Johnston, F. R., 1/01/2003, In: Journal of the Operational Research Society. 54, 1, p. 109-115 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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