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Centre for Marketing Analytics

  1. 2007
  2. Published

    Spare parts management: Forecasting Research and Extensions

    Boylan, J. & Syntetos, A. A., 2007, OR49 keynote papers 2007. Duncan, S. (ed.). Operational Research Society

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

  3. Published

    The process of using a forecasting support system

    Goodwin, P., Fildes, R. A., Lawrence, M. & Nikolopoulos, K., 2007, N/A: unknown, 14 p. (International Journal of Forecasting).

    Research output: Working paper

  4. 2006
  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. Published

    Smoothing and adjustments of demand forecasts for inventory control

    Syntetos, A. A. & Boylan, J., 17/05/2006, p. 173-178. 6 p.

    Research output: Contribution to conference - Without ISBN/ISSN Otherpeer-review

  11. 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

  12. 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

  13. 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

  14. 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

  15. Published

    A study on the ability of support vector regression and neural networks to forecast basic time series patterns

    Crone, S., Guajardo, J. & Weber, R., 2006, Artificial Intelligence in Theory and Practice, Proceedings of the IFIP World Congress in Computation, WCC'06 (Santiago, Chile) - 2006, Springer: New York, Vol. 217, pp.149-158. Berlin: Springer

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

  16. 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

  17. 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

  18. 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

  19. Published

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

    Fildes, R. A., Goodwin, P., Lawrence, M. & Nikolopoulos, K., 2006, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  20. Published

    Forecasting with computational intelligence - An evaluation of support vector regression and artificial neural networks

    Crone, S., Lessmann, S. & Pietsch, S., 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

  21. Published

    Genetic algorithms for support vector machine model selection

    Lessmann, S., Stahlbock, R. & Crone, S., 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

  22. Published

    Human designed vs. genetically programmed differential evolution operators

    Pavlidis, N., Tasoulis, D. K., Plagianakos, V. P. & Vrahatis, M. N., 2006, IEEE Congress on Evolutionary Computation (CEC 2006). IEEE, p. 1880-1886 7 p.

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

  23. 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

  24. Published

    Segmental new-product diffusion of residential broadband services

    Robertson, A., Soopramanien, D. G. R. & Fildes, R. A., 2006, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  25. 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

  26. Published

    The impact of forecasting on the bullwhip effect

    Stamatopoulos, I., Teunter, R. H. & Fildes, R. A., 2006, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  27. 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

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