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  1. 2008
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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/ISSN › Chapter

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

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

  11. 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/Magazine › Journal article › peer-review

  12. 2009
  13. 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 Journal/Magazine › Journal article › peer-review

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

  15. Published

    Empirical pricing kernels obtained from the UK index options market

    Shackleton, M., Liu, H., Taylor, S. & Xu, G., 2009, Applied Economics Letters, 16, 10, p. 989-993 5 p.

    Research output: Contribution to specialist publication › Letter

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

  17. Published

    Forecasting seasonal time series with multilayer perceptrons - an empirical evaluation of input vector specifications for deterministic seasonality

    Crone, S. & Kourentzes, N., 2009, Proceedings of The 2009 International Conference on Data Mining, DMIN 2009, July 13-16, 2009, Las Vegas, USA. . Stahlbock, R., Crone, S. F. & Lessmann, S. (eds.). CSREA Press, p. 232-238 7 p.

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

  18. Published

    Forecasting software visualizations: an explorative study

    Asimakopoulos, S., Fildes, R. A. & Dix, A., 2009, 23rd British HCI Conference (Cambridge) - 2009. N/A: unknown

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

  19. Published

    Input-variable Specification for Neural Networks - an Analysis of Forecasting low and high Time Series Frequency

    Crone, S. F. & Kourentzes, N., 2009, International Joint Conference on Neural Networks, 2009. IJCNN 2009.. New York: IEEE, p. 3221-3228 8 p.

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

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

  21. Published

    Non-Linear Identification of Judgmental Forecasts Effects at SKU-Level

    Trapero Arenas, J. R., Fildes, R. A. & Davydenko, A., 2009, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

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

  23. 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/ISSN › Chapter

  24. 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/Magazine › Journal article › peer-review

  25. Published

    A new approach based on artificial neural networks for high order bivariate fuzzy time series

    Egrioglu, E., Uslu, V. R., Yolcu, U., Basaran, M. A. & Hakan, A. C., 1/01/2009, Applications of Soft Computing: From Theory to Praxis. Springer-Verlag, p. 265-273 9 p. (Advances in Intelligent and Soft Computing; vol. 58).

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

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

  27. Published

    On forecasting daily stock volatility: the role of intraday information and market conditions

    Fuertes, A.-M., Izzeldin, M. & Kalotychou, E., 6/01/2009, In: International Journal of Forecasting. 25, 2, p. 259-281 23 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  28. Published

    A new approach for determining the length of intervals for fuzzy time series

    Yolcu, U., Egrioglu, E., Uslu, V. R., Basaran, M. A. & Aladag, C. H., 1/03/2009, In: Applied Soft Computing Journal. 9, 2, p. 647-651 5 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  29. Published

    Bootstrapping long memory tests: Some Monte Carlo results

    Izzeldin, M. & Murphy, A., 15/04/2009, In: Computational Statistics and Data Analysis. 53, 6, p. 2325-2334 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  30. Published

    A new hybrid approach based on SARIMA and partial high order bivariate fuzzy time series forecasting model

    Egrioglu, E., Aladag, C. H., Yolcu, U., Basaran, M. A. & Uslu, V. R., 1/05/2009, In: Expert Systems with Applications. 36, 4, p. 7424-7434 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  31. Published

    Simulation-based key performance indicators for evaluating the quality of airline demand forecasting

    Cleophas, C., Frank, M. & Kliewer, N., 08/2009, In: Journal of Revenue and Pricing Management. 8, 4, p. 330-342 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  32. Published

    A new approach based on artificial neural networks for high order multivariate fuzzy time series

    Egrioglu, E., Aladag, C. H., Yolcu, U., Uslu, V. R. & Basaran, M. A., 1/09/2009, In: Expert Systems with Applications. 36, 7, p. 10589-10594 6 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  33. Published

    Forecasting nonlinear time series with a hybrid methodology

    Aladag, C. H., Egrioglu, E. & Kadilar, C., 1/09/2009, In: Applied Mathematics Letters. 22, 9, p. 1467-1470 4 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  34. Published

    British research in accounting and finance (2001–2007): The 2008 research assessment exercise

    Ashton, D., Beattie, V., Broadbent, J., Brooks, C., Draper, P., Ezzamel, M., Gwilliam, D., Hodgkinson, R., Hoskin, K., Pope, P. & Stark, A., 1/12/2009, In: British Accounting Review. 41, 4, p. 199-207 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  35. 2010
  36. Published

    Advances in forecasting with artificial neural networks

    Kourentzes, N. & Crone, S., 2010, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

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

  38. Published

    Choosing levels of aggregation for supply chain forecasts

    Boylan, J., 2010, In: Foresight: The International Journal of Applied Forecasting. 18, p. 9-13 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  39. Published

    Evolving cellular automata rules for multiple-step-ahead prediction of complex binary sequences

    Adamopoulos, A. V., Pavlidis, N. & Vrahatis, M. N., 2010, In: Mathematical and Computer Modelling. 51, 3-4, p. 229-238 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  40. Published

    Forecasting S&P 100 volatility: the incremental information content of implied volatilities and high frequency index returns

    Blair, B. J., Poon, S. & Taylor, S. J., 2010, Handbook of Quantitative Finance and Risk Management. Lee, C.-F., Lee, A. C. & Lee, J. (eds.). Berlin: Springer, p. 1333-1344 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  41. Published

    Frequency independent automatic input variable selection for neural networks for forecasting

    Kourentzes, N. & Crone, S. F., 2010, The 2010 International Joint Conference on Neural Networks (IJCNN) . New York: IEEE, p. - 8 p.

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

  42. Published

    Impact of Information Exchange on Supplier Forecasting Performance

    Trapero Arenas, J. R., Kourentzes, N. & Fildes, R. A., 2010, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  43. Published

    Inference for Neural Network Predictive Models with Impulse Interventions

    Kourentzes, N. & Crone, S., 2010, International Conference on Data Mining (Las Vegas) - 2010. Stahlbock, R., Crone, S. F., Abou-Nasr, M., Arabnia, H. R., Kourentzes, N., Lenca, P., Lippe, W.-M. & Weiss, G. M. (eds.). CSREA Press, p. 273-279 7 p.

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

  44. Published

    Judgmental Adjustments to Demand Forecasts: Accuracy Evaluation and Bias Correction

    Davydenko, A., Fildes, R. A. & Trapero Arenas, J. R., 2010, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  45. Published

    Measuring the Accuracy of Judgmental Adjustments to SKU-level Demand Forecasts

    Davydenko, A., Fildes, R. A. & Trapero Arenas, J. R., 2010, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  46. Published

    Modelling Deterministic Seasonality with Artificial Neural Networks for Time Series Forecasting

    Kourentzes, N. & Crone, S., 2010, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  47. Published

    Naive Support Vector Regression and Multilayer Perceptron Benchmarks for the 2010 Neural Network Grand Competition (NNGC) on Time Series Prediction

    Crone, S. F. & Kourentzes, N., 2010, The 2010 International Joint Conference on Neural Networks (IJCNN). New York: IEEE, p. - 8 p.

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

  48. Published

    Proceedings of the 2010 International Conference on Data Mining

    Stahlbock, R. (Editor), Crone, S. (Editor), Abou-Nasr, M. (Editor), Arabnia, H. R. (Editor), Kourentzes, N. (Editor), Lenca, P. (Editor), Lippe, W.-M. (Editor) & Weiss, G. M. (Editor), 2010, CSREA Press.

    Research output: Book/Report/Proceedings › Proceedings

  49. Published

    Prospects for bandit solutions in sensor management

    Pavlidis, N., Adams, N. M., Nicholson, M. & Hand, D. J., 2010, In: The Computer Journal. 53, 9, p. 1370-1383 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  50. Published

    The value of forecast information sharing in the supply chain

    Ali, M. M. & Boylan, J., 2010, In: Foresight: The International Journal of Applied Forecasting. 18, p. 14-18 5 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  51. Published

    Validation in models of climate change and forecasting accuracy

    Fildes, R. A. & Kourentzes, N., 2010, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

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

  53. Published

    Judging the judges through accuracy-implication metrics: the case of inventory forecasting

    Syntetos, A. A., Nikolopoulos, K. & Boylan, J., 1/01/2010, In: International Journal of Forecasting. 26, 1, p. 134-143 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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