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Centre for Marketing Analytics

  1. Published

    An aggregate–disaggregate intermittent demand approach (ADIDA) to forecasting: an empirical proposition and analysis

    Nikolopoulos, K., Syntetos, A., Boylan, J., Petropoulos, F. & Assimakopoulos, V., 2011, In: Journal of the Operational Research Society. 62, 3, p. 544-554 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  2. Published

    An alternative approach to explaining political popularity

    Holden, K. & Peel, D., 12/1985, In: Electoral Studies. 4, 3, p. 231-239 9 p.

    Research output: Contribution to journalJournal articlepeer-review

  3. Published

    An empirical investigation of combinations of economic forecasts

    Holden, K. & Peel, D., 10/1986, In: Journal of Forecasting. 5, 4, p. 229-242 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  4. 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/ISSNConference contribution/Paperpeer-review

  5. 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/ISSNChapter

  6. Published

    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/ISSNConference contribution/Paperpeer-review

  7. Published

    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/ISSNConference contribution/Paperpeer-review

  8. Published

    An Evaluation of Quarterly National Institute Forecasts

    Holden, K. & Peel, D., 1985, In: Journal of Forecasting. 4, 2, p. 227-234 8 p.

    Research output: Contribution to journalJournal articlepeer-review

  9. Published

    An evaluation of simple forecasting model selection rules

    Fildes, R. & Petropoulos, F., 04/2013, Lancaster: The Department of Management Science, p. 1-32, 32 p.

    Research output: Working paper

  10. Published

    An examination of the size of orders from customers, their characterisation and the implications for inventory control of slow moving items

    Johnston, F. R., Boylan, J. & Shale, E. A., 1/08/2003, In: Journal of the Operational Research Society. 54, 8, p. 833-837 5 p.

    Research output: Contribution to journalJournal articlepeer-review

  11. Published

    An example of an optimal forecast exhibiting decreasing bias with increasing forecast horizon

    Aretz, K. & Peel, D., 10/2013, In: Bulletin of Economic Research. 65, 4, p. 362-371 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  12. Published

    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/ISSNConference contribution/Paperpeer-review

  13. Published

    An Introduction to the Econometric Modelling of the United Kingdom

    Holden, K., Peel, D. & Thompson, J., 1983, Martin Robertson and Co.

    Research output: Book/Report/ProceedingsBook

  14. Published

    Analysis of company sales data

    Goodwin, P., Fildes, R. A. & Nikolopoulos, K., 2004, International Symposium on Forecasting ISF (Sydney ) - 2004. N/A: unknown

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

  15. Published

    Analysis of judgmental adjustments in the presence of promotions

    Trapero Arenas, J., Pedregal, D. J., Fildes, R. & Kourentzes, N., 04/2013, In: International Journal of Forecasting. 29, 2, p. 234-243 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  16. Published

    Another look at estimators for intermittent demand

    Petropoulos, F., Kourentzes, N. & Nikolopoulos, K., 11/2016, In: International Journal of Production Economics. 181 , Part A, p. 154-161 8 p.

    Research output: Contribution to journalJournal articlepeer-review

  17. Published

    AR–ARCH Type Artificial Neural Network for Forecasting

    Corba, B. S., Egrioglu, E. & Dalar, A. Z., 1/02/2020, In: Neural Processing Letters. 51, p. 819–836 18 p.

    Research output: Contribution to journalJournal articlepeer-review

  18. Published

    Are analysts' loss functions asymmetric?

    Peel, D., Pope, P. F. & Clatworthy, M., 12/2012, In: Journal of Forecasting. 31, 8, p. 736-756 21 p.

    Research output: Contribution to journalJournal articlepeer-review

  19. 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/ISSNChapter

  20. Published

    Automatic modelling of neural networks for time series prediction - in search of a uniform methodology across varying time frequencies

    Kourentzes, N. & Crone, S., 2008, 2nd European Symposium on Time Series Prediction (Helsinki) - 2008. N/A: unknown

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

  21. Published

    Automatic robust estimation for exponential smoothing: Perspectives from statistics and machine learning

    Barrow, D., Kourentzes, N., Sandberg, R. & Niklewski, J., 1/12/2020, In: Expert Systems with Applications. 160, 14 p., 113637.

    Research output: Contribution to journalJournal articlepeer-review

  22. Published

    Bankruptcy probabilities inferred from option prices

    Taylor, S. J., Tzeng, C-F. & Widdicks, M., 2014, In: Journal of Derivatives. 22, 2, p. 8-31 24 p.

    Research output: Contribution to journalJournal articlepeer-review

  23. Published

    Bayesian model selection in ARFIMA models

    Eǧrïoǧlu, E. & Günay, S., 1/01/2010, In: Expert Systems with Applications. 37, 12, p. 8359-8364 6 p.

    Research output: Contribution to journalJournal articlepeer-review

  24. Published

    Behavioural Modelling of Career Progression in the European Commission

    Onggo, S., Soopramanien, D., Pidd, M. & Worthington, D., 2012, In: European Journal of Operational Research. 222, 3, p. 632–641 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  25. Published

    Benchmarking filter-based demand estimates for airline revenue management

    Bartke, P., Kliewer, N. & Cleophas, C., 03/2018, In: EURO Journal on Transportation and Logistics. 7, 1, p. 57-88 32 p.

    Research output: Contribution to journalJournal articlepeer-review

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