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  1. 2008
  2. 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/ISSN › Conference contribution/Paper › peer-review

  3. 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/Magazine › Journal article › peer-review

  4. 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/ISSN › Chapter

  5. 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/ISSN › Conference contribution/Paper › peer-review

  6. 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/ISSN › Conference contribution/Paper › peer-review

  7. 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/ISSN › Chapter

  8. 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/ISSN › Conference contribution/Paper › peer-review

  9. 2007
  10. 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/Magazine › Journal article › peer-review

  11. 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/Magazine › Journal article › peer-review

  12. Unpublished

    Βελτιστοποίηση μεθόδου πρόβλεψης Θ και εφαρμογή επί των μηνιαίων δεδομένων των διαγωνισμών Μ3 και Τ [Optimization of Forecasting Method Theta and Application on Monthly Data of M3 and T Competitions]

    Petropoulos, F., 25/06/2007, (Unpublished) National Technical University of Athens. 131 p.

    Research output: Thesis › Master's Thesis

  13. 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/Magazine › Journal article › peer-review

  14. 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/Magazine › Journal article › peer-review

  15. 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/ISSN › Conference contribution/Paper › peer-review

  16. Published

    Against your better judgment? How organizations can improve their use of management judgment in forecasting

    Fildes, R. A. & Goodwin, P., 2007, N/A: unknown, 7 p. (Interfaces).

    Research output: Working paper

  17. 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 Journal/Magazine › Journal article › peer-review

  18. Published

    Forecasting seasonal time series with neural networks: a sensitivity analysis of architecture parameters

    Crone, S. & Dahwan, R., 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/ISSN › Conference contribution/Paper › peer-review

  19. 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 Journal/Magazine › Journal article › peer-review

  20. Published

    Household technology acceptance heterogeneity in computer adoption

    Robertson, A., Soopramanien, D. G. R. & Fildes, R. A., 2007, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  21. Published

    Input variable selection for time series prediction with neural networks- an evaluation of visual, autocorrelation and spectral analysis for varying seasonality

    Crone, S. & Kourentzes, N., 2007, The 1st European Symposium on Time Series Prediction, ESTSP'07 (Helsinki, Finland) - 2007. N/A: unknown

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  22. 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 Journal/Magazine › Journal article › peer-review

  23. 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 Journal/Magazine › Journal article › peer-review

  24. 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 Journal/Magazine › Journal article › peer-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 Journal/Magazine › Journal article › peer-review

  26. 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 Journal/Magazine › Journal article › peer-review

  27. 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/ISSN › Chapter

  28. 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

  29. 2006
  30. 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 Journal/Magazine › Journal article › peer-review

  31. 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 Journal/Magazine › Journal article › peer-review

  32. 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 Journal/Magazine › Journal article › peer-review

  33. 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 Journal/Magazine › Journal article › peer-review

  34. 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 Journal/Magazine › Journal article › peer-review

  35. 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 › Other › peer-review

  36. 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 Journal/Magazine › Journal article › peer-review

  37. 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 Journal/Magazine › Journal article › peer-review

  38. 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 Journal/Magazine › Journal article › peer-review

  39. 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 Journal/Magazine › Journal article › peer-review

  40. 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/ISSN › Conference contribution/Paper › peer-review

  41. 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 Journal/Magazine › Journal article › peer-review

  42. 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/ISSN › Conference contribution/Paper › peer-review

  43. 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/ISSN › Conference contribution/Paper › peer-review

  44. 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

  45. 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/ISSN › Conference contribution/Paper › peer-review

  46. 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/ISSN › Conference contribution/Paper › peer-review

  47. 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/ISSN › Conference contribution/Paper › peer-review

  48. 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/ISSN › Conference contribution/Paper › peer-review

  49. 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

  50. 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 Journal/Magazine › Journal article › peer-review

  51. 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

  52. 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 Journal/Magazine › Journal article › peer-review

  53. Published

    The impact of preprocessing on support vector regression and neural networks in time series prediction

    Crone, S., Guajardo, J. & Weber, R., 2006, Proceedings of the International Conference on Data Mining DMIN'06 (Las Vegas, USA) 2006, CSREA, pp.37-42. N/A: unknown, p. 37-42 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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