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Centre for Marketing Analytics

  1. Journal article
  2. Published

    Forecasting in high order fuzzy times series by using neural networks to define fuzzy relations

    Aladag, C. H., Basaran, M. A., Egrioglu, E., Yolcu, U. & Uslu, V. R., 1/01/2009, In: Expert Systems with Applications. 36, 3 PART 1, p. 4228-4231 4 p.

    Research output: Contribution to journalJournal articlepeer-review

  3. Published

    Recent developments in demand forecasting for airline revenue management

    Cleophas, C., Frank, M. & Kliewer, N., 2009, In: International Journal of Revenue Management. 3, 3, p. 252-269 18 p.

    Research output: Contribution to journalJournal articlepeer-review

  4. Published

    Forecasting for inventory planning: a 50-year review

    Syntetos, A. A., Boylan, J. & Disney, S. M., 2009, In: Journal of the Operational Research Society. 60, p. S149--S160 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  5. Published

    Data mining and information systems - Quo Vadis?

    Stahlbock, R., Lessmann, S. & Crone, S., 2009, In: Annals of Information Systems. 8, XIII, p. 1-18 18 p.

    Research output: Contribution to journalJournal articlepeer-review

  6. 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 journalJournal articlepeer-review

  7. Published

    Effective forecasting and judgmental adjustments: an empirical evaluation and strategies for improvement in supply-chain planning

    Fildes, R. A., Goodwin, P., Lawrence, M. & Nikolopoulos, K., 2009, In: International Journal of Forecasting. 25, 1, p. 3-23 21 p.

    Research output: Contribution to journalJournal articlepeer-review

  8. Published

    Mining the past to forecast the future: comments

    Crone, S., 2009, In: International Journal of Forecasting. 25, 3, p. 456–460 5 p.

    Research output: Contribution to journalJournal articlepeer-review

  9. 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 journalJournal articlepeer-review

  10. 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 journalJournal articlepeer-review

  11. 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 journalJournal articlepeer-review

  12. 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 journalJournal articlepeer-review

  13. 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 journalJournal articlepeer-review

  14. 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 journalJournal articlepeer-review

  15. 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 journalJournal articlepeer-review

  16. 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 journalJournal articlepeer-review

  17. 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 journalJournal articlepeer-review

  18. 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 journalJournal articlepeer-review

  19. 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 journalJournal articlepeer-review

  20. 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 journalJournal articlepeer-review

  21. 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 journalJournal articlepeer-review

  22. Published

    Optimal forecasting model selection and data characteristics

    Fildes, R. A., Tan, J. & Madden, G., 2007, In: Applied Financial Economics. 17, p. 1251-1264 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  23. Published

    Providing support for the use of analogies in demand forecasting tasks

    Fildes, R. A., Lee, W. Y., Goodwin, P. & Nikolopoulos, K., 2007, In: International Journal of Forecasting. 23, p. 377-390 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  24. Published

    Good and bad judgment in forecasting: lessons from four companies

    Fildes, R. A. & Goodwin, P., 2007, In: Foresight: The International Journal of Applied Forecasting. 8, p. 5-10 6 p.

    Research output: Contribution to journalJournal articlepeer-review

  25. Published

    Segmental new-product diffusion of residential broadband services

    Robertson, A., Soopramanien, D. G. R. & Fildes, R. A., 2007, In: Telecommunications Policy. 31, 5, p. 265-275 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  26. Published

    Consumer decision making, e-commerce and perceived risks

    Soopramanien, D. G. R., Fildes, R. A. & Robertson, A., 2007, In: Applied Economics. 39, p. 2159-2166 8 p.

    Research output: Contribution to journalJournal articlepeer-review

  27. Published

    Segmentation based analysis of internet service adoption of UK households

    Robertson, A., Soopramanien, D. G. R. & Fildes, R. A., 2007, In: Technology in Society. 29, p. 339-350 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  28. Published

    Key assumptions in calculating the Cost of Forecast Error. A commentary on Peter Catt’s article, assessing the Cost of Forecast Error, in Issue 7 of Foresight

    Boylan, J., 2007, In: Foresight: The International Journal of Applied Forecasting. 8, p. 22-24 3 p.

    Research output: Contribution to journalJournal articlepeer-review

  29. Published

    Cell-nuclear data reduction and prognostic model selection in bladder tumor recurrence

    Tasoulis, D. K., Spyridonos, P., Pavlidis, N., Cavouras, D., Ravazoula, P., Nikiforidis, G. & Vrahatis, M. N., 11/2006, In: Artificial Intelligence in Medicine. 38, 3, p. 291-303 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  30. Published

    Viewpoint: reply to Kostenko and Hyndman

    Syntetos, A. A., Boylan, J. & Croston, J. D., 1/10/2006, In: Journal of the Operational Research Society. 57, 10, p. 1257-1258 2 p.

    Research output: Contribution to journalJournal articlepeer-review

  31. Published

    On the stock control performance of intermittent demand estimators

    Syntetos, A. A. & Boylan, J., 1/09/2006, In: International Journal of Production Economics. 103, 1, p. 36-47 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  32. Published

    Computational intelligence methods for financial time series modeling

    Pavlidis, N., Tasoulis, D. K., Plagianakos, V. P. & Vrahatis, M. N., 07/2006, In: International Journal of Bifurcation and Chaos. 16, 7, p. 2053–2062 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  33. Published

    New self-adaptive probabilistic neural networks in bioinformatic and medical tasks

    Georgiou, V. L., Pavlidis, N., Parsopoulos, K. E., Alevizos, P. D. & Vrahatis, M. N., 06/2006, In: International Journal on Artificial Intelligence Tools. 15, 3, p. 371-396 26 p.

    Research output: Contribution to journalJournal articlepeer-review

  34. Published

    Forecasting for intermittent demand: the estimation of an unbiased average

    Shale, E. A., Boylan, J. & Johnston, F. R., 1/05/2006, In: Journal of the Operational Research Society. 57, 5, p. 588-592 5 p.

    Research output: Contribution to journalJournal articlepeer-review

  35. Published

    Financial forecasting through unsupervised clustering and neural networks

    Pavlidis, N., Plagianakos, V. P., Tasoulis, D. K. & Vrahatis, M. N., 05/2006, In: Operational Research. 6, 2, p. 103-127 25 p.

    Research output: Contribution to journalJournal articlepeer-review

  36. Published

    Determining the number of real roots of polynomials through neural networks

    Mourrain, B., Pavlidis, N., Tasoulis, D. K. & Vrahatis, M. N., 02/2006, In: Computers and Mathematics with Applications. 51, 3-4, p. 527-536 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  37. Published

    Comments on the attribution of an intermittent demand estimator

    Syntetos, A. A. & Boylan, J., 1/01/2006, In: International Journal of Forecasting. 22, 1, p. 201-201 1 p.

    Research output: Contribution to journalJournal articlepeer-review

  38. Published

    Accuracy and accuracy-implication metrics for intermittent demand

    Boylan, J. & Syntetos, A., 2006, In: Foresight: The International Journal of Applied Forecasting. 4, p. 39-42 4 p.

    Research output: Contribution to journalJournal articlepeer-review

  39. Published

    The design features of forecasting support systems and their effectiveness

    Fildes, R. A., Goodwin, P. & Lawrence, M., 2006, In: Decision Support Systems. 42, 1, p. 351-361 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  40. Published

    The impact of preprocessing on data mining: an evaluation of classifier sensitivity in direct marketing

    Crone, S., Lessmann, S. & Stahlbock, R., 2006, In: European Journal of Operational Research. 173, 3, p. 781-800 20 p.

    Research output: Contribution to journalJournal articlepeer-review

  41. Published

    On the categorization of demand patterns

    Syntetos, A. A., Boylan, J. & Croston, J. D., 1/05/2005, In: Journal of the Operational Research Society. 56, 5, p. 495-503 9 p.

    Research output: Contribution to journalJournal articlepeer-review

  42. Published

    The accuracy of intermittent demand estimates

    Syntetos, A. A. & Boylan, J., 1/04/2005, In: International Journal of Forecasting. 21, 2, p. 303-314 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  43. Published

    Computing Nash equilibria through computational intelligence methods

    Pavlidis, N., Parsopoulos, K. E. & Vrahatis, M. N., 03/2005, In: Journal of Computational and Applied Mathematics. 175, 1, p. 113-136 24 p.

    Research output: Contribution to journalJournal articlepeer-review

  44. Published

    Stepwise selection of artificial neural network models for time series prediction

    Crone, S., 2005, In: Journal of Intelligent Systems. 14, 2-3, p. 99-122 24 p.

    Research output: Contribution to journalJournal articlepeer-review

  45. Published

    The accuracy of a procedural approach to specifying feedforward neural networks for forecasting

    Liao, K. P. & Fildes, R. A., 2005, In: Computers and Operations Research. 32, 8, p. 2151-2169 19 p.

    Research output: Contribution to journalJournal articlepeer-review

  46. Published

    A guided tour of TSMod 4.03

    Fuertes, A-M., Izzeldin, M. & Murphy, A., 2005, In: Journal of Applied Econometrics. 20, 5, p. 691-698 8 p.

    Research output: Contribution to journalJournal articlepeer-review

  47. Published

    Levels, difference and ECMs: principles for improved econometric forecasting

    Allen, P. G. & Fildes, R. A., 2005, In: Oxford Bulletin of Economics and Statistics. 67, p. 881-904 24 p.

    Research output: Contribution to journalJournal articlepeer-review

  48. Published

    Intermittent and lumpy demand: the forecasting challenge

    Boylan, J., 2005, In: Foresight: The International Journal of Applied Forecasting. 1, p. 36-42 7 p.

    Research output: Contribution to journalJournal articlepeer-review

  49. Published

    Understanding residential internet adoption patterns in the UK

    Robertson, A., Soopramanien, D. G. R. & Fildes, R. A., 2004, In: Telektronikk. 100, 4, p. 84-93 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  50. 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 journalJournal articlepeer-review

  51. Published

    Further Evidence on PPP Adjustment Speeds: the Case of Effective Real Exchange Rates and the EMS

    Paya, I., Venetis, I. & Peel, D., 09/2003, In: Oxford Bulletin of Economics and Statistics. 65, 4, p. 421-437 17 p.

    Research output: Contribution to journalJournal articlepeer-review

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