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Centre for Marketing Analytics

  1. 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 articlepeer-review

  2. Published

    A business forecasting competition approach to modeling artificial neural networks for time series prediction

    Crone, S., 2004, Proceedings of the International Conference on Artificial Intelligence, IC-AI '04, June 21-24, 2004, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 207-213 7 p.

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

  3. Published

    A clustering model based on an evolutionary algorithm for better energy use in crop production

    Khoshnevisan, B., Bolandnazar, E., Barak, S., Shamshirband, S., Maghsoudlou, H., Altameem, T. A. & Gani, A., 12/2015, In: Stochastic Environmental Research and Risk Assessment. 29, 8, p. 1921–1935 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  4. Published

    A comparison of AdaBoost algorithms for time series forecast combination

    Barrow, D. K. & Crone, S. F. W. M., 1/10/2016, In: International Journal of Forecasting. 32, 4, p. 1103-1119 17 p.

    Research output: Contribution to journalJournal articlepeer-review

  5. Published

    A comparison of performance of Islamic and conventional banks 2004 to 2009

    Johnes, J., Izzeldin, M. & Pappas, V., 07/2014, In: Journal of Economic Behavior and Organization. 103, Supplement, p. S93-S107 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  6. Published

    A context-aware approach for handling concept drift in classification

    Barakat, L., 2018, Lancaster University. 214 p.

    Research output: ThesisDoctoral Thesis

  7. Published

    A Context-Driven Data Weighting Approach for Handling Concept Drift in Classification

    Barakat, L., 25/05/2015, Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015. Wroclaw: Springer, p. 383-393 11 p.

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

  8. Published

    A Cross-Sectional Analysis of Regional Strike Activity in Britain

    Bean, R. & Peel, D., 1976, In: Regional Studies. 10, 3, p. 299-305 7 p.

    Research output: Contribution to journalJournal articlepeer-review

  9. Published

    A Dynamic Model of the Demand for Labour Services

    Latham, R. & Peel, D., 05/1979, In: Bulletin of Economic Research. 31, 1, p. 24-30 7 p.

    Research output: Contribution to journalJournal articlepeer-review

  10. Published

    A Fuzzy Data-Driven Paradigmatic Predictor

    Amirjavid, F., Nemati, H. & Barak, S., 31/12/2019, In: IFAC-PapersOnLine. 52, 13, p. 2366-2371 6 p.

    Research output: Contribution to journalJournal articlepeer-review

  11. Published

    A Fuzzy Paradigmatic Clustering Algorithm

    Amirjavid, F., Barak, S. & Nemati, H., 31/12/2019, In: IFAC-PapersOnLine. 52, 13, p. 2360-2365 6 p.

    Research output: Contribution to journalJournal articlepeer-review

  12. Published

    A game-theoretic calibration approach for agent-based planning simulations

    Buwaya, J. & Cleophas, C., 1/02/2015, In: IFAC-PapersOnLine. 48, 1, p. 844-849 6 p.

    Research output: Contribution to journalJournal articlepeer-review

  13. Published

    A genetic algorithm based grey goal programming (G 3) approach for parts supplier evaluation and selection

    Barak, S., 2012, In: International Journal of Production Research. 50, 16, p. 4612-4630

    Research output: Contribution to journalJournal articlepeer-review

  14. 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

  15. 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 articlepeer-review

  16. Published

    A joint Bayesian forecasting model of judgment and observed data: Working paper 2012: 4

    Davydenko, A. & Fildes, R., 10/2012, Lancaster: Department of Management Science, Lancaster University.

    Research output: Working paper

  17. Published

    A meta-analysis of price change fairness perceptions

    Tarrahi, F., Eisend, M. & Dost, F., 03/2016, In: International Journal of Research in Marketing. 33, 1, p. 199-203 5 p.

    Research output: Contribution to journalJournal articlepeer-review

  18. Published

    A Monte Carlo Study of the Phillips Curve

    Peel, D. & Holden, K., 05/1975, In: Oxford Bulletin of Economics and Statistics. 37, 2, p. 155-158 4 p.

    Research output: Contribution to journalJournal articlepeer-review

  19. 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 articlepeer-review

  20. 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/ISSNConference contribution/Paperpeer-review

  21. Published

    A neural network approach for the Theta model

    Constantinidou, C., Nikolopoulos, K., Bougioukos, N., Tsiafa, E., Petropoulos, F. & Assimakopoulos, V., 2012, In: Lecture Notes in Information Technology. 25, p. 116-120 5 p.

    Research output: Contribution to journalJournal articlepeer-review

  22. 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/Paperpeer-review

  23. 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 articlepeer-review

  24. 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 articlepeer-review

  25. 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

  26. E-pub ahead of print

    A New Bootstrapped Hybrid Artificial Neural Network Approach for Time Series Forecasting

    Eğrioğlu, E. & Fildes, R., 20/11/2020, In: Computational Economics. 29 p.

    Research output: Contribution to journalJournal articlepeer-review

  27. Published

    A new fuzzy inference system for time series forecasting and obtaining the probabilistic forecasts via subsampling block bootstrap

    Yolcu, U., Bas, E. & Egrioglu, E., 26/08/2018, In: Journal of Intelligent and Fuzzy Systems. 35, 2, p. 2349-2358 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  28. 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 articlepeer-review

  29. E-pub ahead of print

    A new intuitionistic fuzzy functions approach based on hesitation margin for time-series prediction

    Cagcag Yolcu, O., Bas, E., Egrioglu, E. & Yolcu, U., 1/11/2019, In: Soft Computing. 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  30. 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

  31. Published

    A non-linear causal network of marketing channel system structure

    Dost, F., 03/2015, In: Journal of Retailing and Consumer Services. 23, p. 49-57 9 p.

    Research output: Contribution to journalJournal articlepeer-review

  32. Published

    A note on effective code-share management in practice

    Gerlach, M., Kliewer, N. & Cleophas, C., 1/10/2016, In: Journal of Air Transport Management. 57, p. 202-205 4 p.

    Research output: Contribution to journalJournal articlepeer-review

  33. Published

    'A Note on 'X' Inefficiency'

    Peel, D., 11/1974, In: The Quarterly Journal of Economics. 88, 4, p. 687-688 2 p.

    Research output: Contribution to journalJournal articlepeer-review

  34. Published

    A novel hybrid fuzzy DEA-Fuzzy MADM method for airlines safety evaluation

    Barak, S. & Dahooei, J. H., 10/2018, In: Journal of Air Transport Management. 73, p. 134-149 16 p.

    Research output: Contribution to journalJournal articlepeer-review

  35. Published

    A retail store SKU promotions optimization model for category multi-period profit maximization

    Ma, S. & Fildes, R., 16/07/2017, In: European Journal of Operational Research. 260, 2, p. 680-692 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  36. Published

    A Simple Combination of Univariate Models

    Petropoulos, F. & Svetunkov, I., 1/01/2020, In: International Journal of Forecasting. 36, 1, p. 110-115 6 p.

    Research output: Contribution to journalJournal articlepeer-review

  37. 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

  38. Published

    A systemic view of the ADIDA framework

    Spithourakis, G., Petropoulos, F., Nikolopoulos, K. & Assimakopoulos, V., 2014, In: IMA Journal of Management Mathematics. 25, 2, p. 125-137 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  39. Published

    A web forecasting system supporting policy implementation: the case of 'digital planning' in Greece

    Nikolopoulos, K., Litsa, A., Petropoulos, F., Metaxiotis, K. & Assimakopoulos, V., 2012, In: International Journal of Business Information Systems. 11, 4, p. 397-409 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  40. 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

  41. Published

    Adaptive consumer credit classification

    Pavlidis, N., Tasoulis, D., Adams, N. M. & Hand, D. J., 12/2012, In: Journal of the Operational Research Society. 63, 12, p. 1645-1654 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  42. Published

    Advanced Macroeconomics: A Primer

    Minford, A. P. L. & Peel, D., 2002, Cheltenham: Edward Elgar. 548 p.

    Research output: Book/Report/ProceedingsBook

  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

    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 articlepeer-review

  45. Published

    Advertising and Aggregate Consumption

    Peel, D., 1975, Advertising and Economic Behaviour . Cowling, K. (ed.). London: Macmillan

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)

  46. 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

  47. 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

  48. Published

    Airline codeshare alliances: Marketing boon and revenue management information systems challenge

    Gerlach, M., Cleophas, C. & Kliewer, N., 06/2013, In: Business and Information Systems Engineering. 5, 3, p. 153-163 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  49. Published

    Alternative Measures of Excess Demand for Explaining Money Wage Inflation in U.K. Manufacturing Industry

    Holden, K. & Peel, D., 06/1976, In: Manchester School. 44, 2, p. 132-146 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  50. Published

    Amplifying the learning effect via a forecasting and foresight support system

    Spithourakis, G., Petropoulos, F., Nikolopoulos, K. & Assimakopoulos, V., 01/2015, In: International Journal of Forecasting. 31, 1, p. 20-32 13 p.

    Research output: Contribution to journalJournal articlepeer-review

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