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Centre for Marketing Analytics

  1. 2011
  2. Published

    Advances in forecasting with neural networks? Empirical evidence from the NN3 competition on time series prediction

    Crone, S. F., Hibon, M. & Nikolopoulos, K., 07/2011, In : International Journal of Forecasting. 27, 3, p. 635-660 26 p.

    Research output: Contribution to journalJournal article

  3. Published

    Evaluating the forecasting performance of econometric models of air passenger traffic flows using multiple error measures

    Fildes, R., Wei, Y. & Ismael, S., 07/2011, In : International Journal of Forecasting. 27, 3, p. 902-922 21 p.

    Research output: Contribution to journalJournal article

  4. Published

    Judgement and supply chain dynamics

    Syntetos, A. A., Georgantzas, N. C., Boylan, J. & Dangerfield, B. C., 1/06/2011, In : Journal of the Operational Research Society. 62, 6, p. 1138-1158 21 p.

    Research output: Contribution to journalJournal article

  5. Published

    Decision trees for forecasting trended demand: estimation and statistical properties

    Syntetos, A. A. & Boylan, J., 24/03/2011, Service parts management. Altay, N. & Litteral, L. A. (eds.). London: Springer London, p. 53-87 14 p. Chapter 3

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

  6. Published

    Intermittent demand: estimation and statistical properties

    Syntetos, A. A. & Boylan, J., 24/03/2011, Service parts management. Altay, N. & Litteral, L. A. (eds.). London: Springer London, p. 1-30 31 p. Chapter 1

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

  7. Published

    Feasibility principles for Downstream Demand Inference in supply chains

    Ali, M. M. & Boylan, J., 1/03/2011, In : Journal of the Operational Research Society. 62, 3, p. 474-482 9 p.

    Research output: Contribution to journalJournal article

  8. Published

    Systematic sampling of nonlinear models: evidence on speed of adjustment in index futures markets

    Paya, I. & Peel, D., 02/2011, In : Journal of Futures Markets. 31, 2, p. 192-203 12 p.

    Research output: Contribution to journalJournal article

  9. Published

    Lambda-perceptron: an adaptive classifier for data-streams

    Pavlidis, N., Tasoulis, D., Adams, N. M. & Hand, D. J., 01/2011, In : Pattern Recognition. 44, 1, p. 78-96 19 p.

    Research output: Contribution to journalJournal article

  10. Published

    Ten myths of revenue management – A practitioner's view

    Cleophas, C. & Frank, M., 01/2011, In : Journal of Revenue and Pricing Management. 10, 1, p. 26-31 6 p.

    Research output: Contribution to journalJournal article

  11. Published

    A “Softer” approach to the measurement of forecast accuracy

    Boylan, J., 2011, In : Foresight: The International Journal of Applied Forecasting. 23, p. 16-20 5 p.

    Research output: Contribution to journalJournal article

  12. Published

    An aggregate–disaggregate intermittent demand approach (ADIDA) to forecasting: an empirical proposition and analysis

    Nikolopoulos, K., Syntetos, A., Boylan, J., Petropoulos, F. & Assimakopoulos, V., 2011, In : Journal of the Operational Research Society. 62, 3, p. 544-554 11 p.

    Research output: Contribution to journalJournal article

  13. Published

    Classification for forecasting and inventory

    Syntetos, A., Boylan, J. & Teunter, R., 2011, In : Foresight: The International Journal of Applied Forecasting. 20, p. 12-17 6 p.

    Research output: Contribution to journalJournal article

  14. Published

    Dynamic Model Selection and Combination in Forecasting: an Empirical Evaluation of Bagging and Boosting

    Barrow, D. & Crone, S., 2011.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paper

  15. Published

    Enhancing differential evolution utilizing proximity-based mutation operators

    Epitropakis, M., Tasoulis, D. K., Pavlidis, N., Plagianakos, V. P. & Vrahatis, M. N., 2011, In : IEEE Transactions on Evolutionary Computation. 15, 1, p. 99-119 21 p.

    Research output: Contribution to journalJournal article

  16. Published

    Forecasting: 5 volume set

    Fildes, R. (ed.) & Allen, P. G., 2011, London: Sage. 2104 p. (SAGE Benchmarks in Social Research Methods )

    Research output: Book/Report/ProceedingsBook

  17. Published

    Improving the performance of popular supply chain forecasting techniques

    Spithourakis, G., Petropoulos, F., Babai, M., Nikolopoulos, K. & Assimakopoulos, V., 2011, In : Supply Chain Forum: An International Journal. 12, 4, p. 16-25 10 p.

    Research output: Contribution to journalJournal article

  18. Published

    Incorporating demand uncertainty and forecasting in supply chain planning models

    Fildes, R. A. & Kingsman, B. G., 2011, In : Journal of the Operational Research Society. 62, p. 483-500 18 p.

    Research output: Contribution to journalJournal article

  19. Published

    Non-linear identification of judgmental forecasts effects at SKU-level

    Trapero Arenas, J. R., Fildes, R. A. & Davydenko, A., 2011, In : Journal of Forecasting. 30, 5, p. 490–508 19 p.

    Research output: Contribution to journalJournal article

  20. Published

    Restrictiveness and guidance in support systems

    Goodwin, P., Fildes, R. A., Lawrence, M. & Stephens, G., 2011, In : Omega: The International Journal of Management Science. 39, 3, p. 242-253 12 p.

    Research output: Contribution to journalJournal article

  21. Published

    Semi-supervised monitoring of electric load time series for unusual patterns

    Kourentzes, N. & Crone, S. F., 2011, The 2011 International Joint Conference on Neural Networks (IJCNN). New York: IEEE, p. 2852-2859 8 p.

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

  22. Published

    Simultane Bedarfsprognose und Warendisposition mit künstlichen Neuronalen Netzen: Fachbeitrag GOR Dissertationspreis 2009

    Crone, S., 2011, In : OR News. 38 , p. 13-17 5 p.

    Research output: Contribution to journalJournal article

  23. Published

    The impact of preprocessing on forecasting electrical load: an empirical evaluation of segmenting time series into subseries

    Crone, S. F. & Kourentzes, N., 2011, The 2011 International Joint Conference on Neural Networks (IJCNN). New York: IEEE, p. 3285-3292 8 p.

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

  24. Published

    Using hierarchical task decompositions as a grammar to map actions in context: Application to forecasting systems in supply chain planning

    Asimakopoulos, S., Dix, A. & Fildes, R. A., 2011, In : International Journal of Human-Computer Studies. 69, 4, p. 234-250 17 p.

    Research output: Contribution to journalJournal article

  25. Published

    Επιχειρησιακές Προβλέψεις [Business Forecasting]

    Petropoulos, F. & Assimakopoulos, V., 2011, Athens, Greece: Symmetria. 368 p.

    Research output: Book/Report/ProceedingsBook

  26. 2010
  27. Published

    The applications of revenue management and pricing

    Cleophas, C., Yeoman, I., McMahon-Beattie, U. & Veral, E., 8/12/2010, Revenue Management: A Practical Pricing Perspective. Yeoman, I. & McMahon-Beattie, U. (eds.). London: Palgrave Macmillan, p. 9-16 8 p.

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

  28. Published

    A high order fuzzy time series forecasting model based on adaptive expectation and artificial neural networks

    Aladag, C. H., Yolcu, U. & Egrioglu, E., 1/12/2010, In : Mathematics and Computers in Simulation. 81, 4, p. 875-882 8 p.

    Research output: Contribution to journalJournal article

  29. Published

    Forecast combination by using artificial neural networks

    Aladag, C. H., Egrioglu, E. & Yolcu, U., 1/12/2010, In : Neural Processing Letters. 32, 3, p. 269-276 8 p.

    Research output: Contribution to journalJournal article

  30. Published

    On the variance of intermittent demand estimates

    Syntetos, A. A. & Boylan, J., 1/12/2010, In : International Journal of Production Economics. 128, 2, p. 546-555 10 p.

    Research output: Contribution to journalJournal article

  31. Published

    On lottery sales, jackpot sizes and irrationality: A cautionary note

    Peel, D., 12/2010, In : Economics Letters. 109, 3, p. 161-163 3 p.

    Research output: Contribution to journalJournal article

  32. Published

    A multi-horizon comparison of density forecasts for the S&P 500 using index returns and option prices

    Shackleton, M. B., Taylor, S. J. & Yu, P., 11/2010, In : Journal of Banking and Finance. 34, 11, p. 2678-2693 16 p.

    Research output: Contribution to journalJournal article

  33. Published

    Habit and long memory in UK lottery sale

    McHale, I. & Peel, D., 10/2010, In : Economics Letters. 109, 1, p. 7-10 4 p.

    Research output: Contribution to journalJournal article

  34. Published

    Finding an optimal interval length in high order fuzzy time series

    Egrioglu, E., Aladag, C. H., Yolcu, U., Uslu, V. R. & Basaran, M. A., 1/07/2010, In : Expert Systems with Applications. 37, 7, p. 5052-5055 4 p.

    Research output: Contribution to journalJournal article

  35. Published

    Spare parts management: a review of forecasting research and extensions

    Boylan, J. & Syntetos, A. A., 1/07/2010, In : IMA Journal of Management Mathematics. 21, 3, p. 227-237 11 p.

    Research output: Contribution to journalJournal article

  36. Published

    Feature selection for time series prediction - A combined filter and wrapper approach for neural networks

    Crone, S. F. & Kourentzes, N., 06/2010, In : Neurocomputing. 73, 10-12, p. 1923-1936 14 p.

    Research output: Contribution to journalJournal article

  37. Published

    Recovering the moments of information flow and normality of asset returns

    Izzeldin, M. & Murphy, A., 21/05/2010, In : Applied Financial Economics. 20, 10, p. 761-769 8 p.

    Research output: Contribution to journalJournal article

  38. Published

    Modeling brain wave data by using artificial neural networks

    Aladag, C. H., Egrioglu, E. & Kadilar, C., 23/04/2010, In : Hacettepe Journal of Mathematics and Statistics. 39, 1, p. 81-88 8 p.

    Research output: Contribution to journalJournal article

  39. Published

    Improving weighted information criterion by using optimization

    Aladag, C. H., Egrioglu, E., Gunay, S. & Basaran, M. A., 15/03/2010, In : Journal of Computational and Applied Mathematics. 233, 10, p. 2683-2687 5 p.

    Research output: Contribution to journalJournal article

  40. Published

    Neuronale Netze zur Prognose und Disposition im Handel: Doktorarbeit, eingereicht an der Universität Hamburg

    Crone, S., 03/2010, Frankfurt a.M.: Gabler.

    Research output: Book/Report/ProceedingsBook

  41. 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 journalJournal article

  42. 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 journalJournal article

  43. 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

  44. 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/ISSNConference contribution/Paper

  45. 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 journalJournal article

  46. 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 journalJournal article

  47. 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/ISSNChapter

  48. 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/ISSNConference contribution/Paper

  49. 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

  50. 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/ISSNConference contribution/Paper

  51. 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

  52. 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

  53. 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

  54. 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/ISSNConference contribution/Paper

  55. Published

    Proceedings of the 2010 International Conference on Data Mining

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

    Research output: Book/Report/ProceedingsProceedings

  56. 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 journalJournal article

  57. 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 journalJournal article

  58. 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

  59. 2009
  60. 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 journalJournal article

  61. 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 journalJournal article

  62. 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 journalJournal article

  63. 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 journalJournal article

  64. 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 journalJournal article

  65. 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 journalJournal article

  66. 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 journalJournal article

  67. 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 journalJournal article

  68. 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/ISSNConference contribution/Paper

  69. 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 article

  70. 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 article

  71. 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 article

  72. 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 publicationLetter

  73. 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 article

  74. 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/ISSNConference contribution/Paper

  75. 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/ISSNConference contribution/Paper

  76. 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/ISSNConference contribution/Paper

  77. 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 article

  78. 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

  79. 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 article

  80. 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

  81. 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 article

  82. 2008
  83. 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 article

  84. 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 article

  85. 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 article

  86. 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 article

  87. 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 article

  88. 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

  89. 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 article

  90. 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/Paper

  91. 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 article

  92. 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 article

  93. 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/Paper

  94. 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 article

  95. 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

  96. 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/Paper

  97. 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/Paper

  98. 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

  99. 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/Paper

  100. 2007
  101. 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 article

  102. 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 article

  103. Unpublished
  104. 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 article

  105. 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 article

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