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Centre for Marketing Analytics

  1. 2009
  2. Published

    The effect of correlation between demands on hierarchical forecasting

    Chen, H. & Boylan, J., 2009, Advances in business and management forecasting. Lawrence, K. D. & Klimberg, R. K. (eds.). Emerald, Vol. 6. p. 173-188 16 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  3. Published

    The effects of integrating management judgement into intermittent demand forecasts

    Syntetos, A. A., Nikolopoulos, K., Boylan, J., Fildes, R. & Goodwin, P., 2009, In: International Journal of Production Economics. 118, 1, p. 72-81 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. 2008
  5. Published

    A new architecture selection strategy in solving seasonal autoregressive time series by artificial neural networks

    Aladag, C. H., Egrioglu, E. & Gunay, S., 1/12/2008, In: Hacettepe Journal of Mathematics and Statistics. 37, 2, p. 185-200 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    Forecasting and Operational Research: A Review

    Fildes, R. A., Nikolopoulos, K., Crone, S. & Syntetos, A., 09/2008, In: Journal of the Operational Research Society. 59, 9, p. 1150-1172 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    Empirical evidence on individual, group and shrinkage seasonal indices

    Chen, H. & Boylan, J., 1/07/2008, In: International Journal of Forecasting. 24, 3, p. 525-534 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    Classification for forecasting and stock control: a case study

    Boylan, J., Syntetos, A. A. & Karakostas, G. C., 1/04/2008, In: Journal of the Operational Research Society. 59, 4, p. 473-481 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    A new model selection strategy in artificial neural networks

    Eǧrioǧlu, E., Aladaǧ, Ç. H. & Günay, S., 1/02/2008, In: Applied Mathematics and Computation. 195, 2, p. 591-597 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    Computational intelligence algorithms for risk-adjusted trading strategies.

    Pavlidis, N., Pavlidis, E., Epitropakis, M., Plagianakos, V. & Vrahatis, M., 01/2008, IEEE Congress on Evolutionary Computation CEC 2007. Singapore: IEEE, p. 540-547 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  11. Published

    Aggregate selection, data characteristics and choice of optimal model

    Fildes, R. A. & Madden, G., 2008, In: Telektronikk. 104, 3/4, p. 155-167 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. 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

  13. Published

    Characterizing the frequency of orders received by a stockist

    Shale, E. A., Boylan, J. E. & Johnston, F. R., 2008, In: IMA Journal of Management Mathematics. 19, 2, p. 137-143 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    Demand forecasting adjustments for service-level achievement

    Syntetos, A. A. & Boylan, J., 2008, In: IMA Journal of Management Mathematics. 19, 2, p. 175-192 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    Dynamic multi-armed bandit with covariates

    Pavlidis, N., Tasoulis, D. K., Adams, N. M. & Hand, D. J., 2008, 18th European Conference on Artificial Intelligence (Greece) 2008. N/A: unknown

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

  16. Published

    Forecasting and OR

    Fildes, R. A., Nikolopoulos, K., Crone, S. & Syntetos, A., 2008, In: Journal of the Operational Research Society. 59, p. 1150-1172 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    Forecasting for inventory management of service parts

    Boylan, J. & Syntetos, A. A., 2008, Complex system maintenance handbook. Kobbacy, K. A. H. & Murthy, D. N. P. (eds.). Springer, p. 479-508 30 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  18. Published

    Forecasting high-frequency time series with neural networks - an analysis of modelling challenges from increasing data frequency

    Crone, S. & Kourentzes, N., 2008, International Conference on Data Mining (Las Vegas) - 2008. Stahlbock, R., Crone, S. F. & Lessmann, S. (eds.). CSREA Press

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

  19. Published

    Recognizing predictive patterns in chaotic maps

    Pavlidis, N., Adamopoulos, A. V. & Vrahatis, M. N., 2008, 18th European Conference on Artificial Intelligence (Greece) 2008. N/A: unknown

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

  20. Published

    Risk in credit granting and lending decisions: credit scoring

    Finlay, S. & Soopramanien, D., 2008, Encyclopedia of quantitative risk analysis and assessment. Chichester: John Wiley

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  21. Published

    Simulation studies of multi-armed bandits with covariates

    Pavlidis, N., Tasoulis, D. K. & Hand, D. J., 2008, 10th International Conference on Computer Modelling and Simulation (Cambridge) - 2008. N/A: unknown

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

  22. 2007
  23. Published

    Use of individual and group seasonal indices in subaggregate demand forecasting

    Chen, H. & Boylan, J., 1/12/2007, In: Journal of the Operational Research Society. 58, 12, p. 1660-1671 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    Some implications of a quartic loss function

    Aretz, K. & Peel, D., 20/08/2007, In: Economics Bulletin. 7, 13, p. 1-7 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Unpublished
  26. Published

    The accuracy of a modified Croston procedure

    Boylan, J. & Syntetos, A. A., 1/06/2007, In: International Journal of Production Economics. 107, 2, p. 511-517 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. Published

    Existence and computation of short-existence and computation of short-run equilibria in economic geography

    Pavlidis, N., Vrahatis, M. N. & Mossay, P., 1/01/2007, In: Applied Mathematics and Computation. 184, 1, p. 93-103 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  28. Published

    A naïve support vector regression benchmark for the NN3 forecasting competition

    Crone, S. & Pietsch, S., 2007, Proceedings of the International Joint Conference on Neural Networks, IJCNN'07 (Orlando, USA) - 2007. N/A: IEEE Computer Society Press

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

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