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Centre for Marketing Analytics

  1. 2018
  2. Published

    Demand Forecasting for Managers, Kolassa Stephan, Siemsen Enno. Business Expert Press, LLC, New York (2016), ISBN: 978-1-60649-502-5

    Kourentzes, N., 01/2018, In: International Journal of Forecasting. 34, 1, p. 117-118 2 p.

    Research output: Contribution to Journal/MagazineBook/Film/Article review

  3. Published

    A context-aware approach for handling concept drift in classification

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

    Research output: ThesisDoctoral Thesis

  4. Published
  5. Published

    Forewarned: A Sceptic’s Guide to Prediction

    Schaer, O. & Spavound, S., 2018, In: Foresight: The International Journal of Applied Forecasting. 48, p. 17-18 2 p.

    Research output: Contribution to Journal/MagazineBook/Film/Article review

  6. Published

    Old dog, new tricks: a modelling view of simple moving averages

    Svetunkov, I. & Petropoulos, F., 2018, In: International Journal of Production Research. 56, 18, p. 6034-6047 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    Temporal big data for tire industry tactical sales forecasting

    Sagaert, Y. R., Aghezzaf, E-H., Kourentzes, N. & Desmet, B., 2018, In: Interfaces. 48, 2, p. 121-129 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. 2017
  9. Published

    Excavating the Treasure of IoT Data: An Architecture to Empower Rapid Data Analytics for Predictive Maintenance of Connected Vehicles

    Cleophas, C., 10/12/2017.

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

  10. Published

    Multiplicative State-Space Models for Intermittent Time Series

    Svetunkov, I. & Boylan, J. E., 7/11/2017, Lancaster: Lancaster University Management School, 43 p.

    Research output: Working paper

  11. Published

    Forecasting energy consumption using ensemble ARIMA–ANFIS hybrid algorithm

    Barak, S. & Sadegh, S. S., 1/11/2017, In: International Journal of Electrical Power and Energy Systems. 82, p. 92-104 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    Forecasting with temporal hierarchies

    Athanasopoulos, G., Hyndman, R. J., Kourentzes, N. & Petropoulos, F., 1/10/2017, In: European Journal of Operational Research. 262, 1, p. 60-74 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    Resilient revenue management: A literature survey of recent theoretical advances

    Cleophas, C., Kadatz, D. & Vock, S., 1/10/2017, In: Journal of Revenue and Pricing Management. 16, 5, p. 483-498 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    Business Forecasting: Practical Problems and Solutions, Michael Gilland, Len Tashman, Udo Sglavo (Eds.). John Wiley & Sons (2016), ISBN: 978-1-119-22456-3

    Sagaert, Y. R. & Schaer, O., 10/2017, In: International Journal of Forecasting. 33, 4, p. 1144-1145 2 p.

    Research output: Contribution to Journal/MagazineBook/Film/Article reviewpeer-review

  15. Published

    Demand forecasting by temporal aggregation: using optimal or multiple aggregation levels?

    Kourentzes, N., Rostami-Tabar, B. & Barrow, D., 09/2017, In: Journal of Business Research. 78, p. 1-9 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    Proximity Begins with a Smile, But Which One? Associating Non-duchenne Smiles with Higher Psychological Distance

    Bogodistov, Y. & Dost, F., 10/08/2017, In: Frontiers in Psychology. 13, 9 p., 1374.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    Supply chain forecasting when information is not shared

    Ali, M. M., Babai, M. Z., Boylan, J. E. & Syntetos, A. A., 1/08/2017, In: European Journal of Operational Research. 260, 3, p. 984-994 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. 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 Journal/MagazineJournal articlepeer-review

  19. Published

    Fusion of multiple diverse predictors in stock market

    Barak, S., Arjmand, A. & Ortobelli, S., 1/07/2017, In: Information Fusion. 36, p. 90-102 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    Principles of Business Forecasting

    Ord, K., Fildes, R. A. & Kourentzes, N., 1/07/2017, 2nd ed. New York: Wessex Press Publishing Co.

    Research output: Book/Report/ProceedingsBook

  21. Published

    Value-based pricing in competitive situations with the help of multi-product price response maps

    Dost, F. & Geiger, I., 07/2017, In: Journal of Business Research. 76, p. 219-236 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso

    Gibberd, A. & Nelson, J. D. B., 19/06/2017, In: Journal of Computational and Graphical Statistics. 26, 3, p. 623-634 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Published

    First-time buyers' subjective knowledge and the attribute preferences of Chinese car buyers

    Qian, L., Soopramanien, D. & Daryanto, A., 05/2017, In: Journal of Retailing and Consumer Services. 36, p. 189-196 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    Statistical models underlying functions of 'smooth' package for R

    Svetunkov, I., 28/02/2017, Lancaster: Lancaster University Management School, p. 1-52, 52 p.

    Research output: Working paper

  25. Published

    An ensemble of single multiplicative neuron models for probabilistic prediction

    Yolcu, U., Jin, Y. & Egrioglu, E., 13/02/2017, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. Institute of Electrical and Electronics Engineers Inc., 8 p. 7849975. (2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016).

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

  26. Published

    Minimum density hyperplanes in the feature space

    Yates, K. & Pavlidis, N. G., 11/02/2017, Big Data (Big Data), 2016 IEEE International Conference on. IEEE, p. 3613-3618 6 p.

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

  27. Published

    Simplifying fitness games for users with learning disabilities, Hawaii International Conference on Systems and Sciences (HICSS) 2017

    Liu, L., Stacey, P., Tarafdar, M. & Kourentzes, N., 4/01/2017.

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

  28. Published

    Research into forecasting practice

    Fildes, R. A., 1/01/2017, In: Foresight: The International Journal of Applied Forecasting. 44 Winter, p. 39-46 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  29. Published

    Using a rolling training approach to improve judgmental extrapolations elicited from forecasters with technical knowledge

    Petropoulos, F., Goodwin, P. & Fildes, R., 01/2017, In: International Journal of Forecasting. 33, 1, p. 314-324 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  30. Published

    Exogenous Capacity Changes in Airline Revenue Management: Quantifying the Value of Information

    Kadatz, D., Kliewer, N. & Cleophas, C., 2017, Operations Research Proceedings 2016: Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), Helmut Schmidt University Hamburg, Germany, August 30 - September 2, 2016. Fink, A., Fügenschuh, A. & Geiger, M. J. (eds.). Cham: Springer, p. 429-434 6 p.

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

  31. Published

    Integrated Planning of Order Capture and Delivery for Attended Deliveries in Metropolitan Areas

    Köhler, C., Lang, M. A. K., Cleophas, C. & Ehmke, J. F., 2017, Operations Research Proceedings 2016: Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), Helmut Schmidt University Hamburg, Germany, August 30 - September 2, 2016. Fink, A., Fügenschuh, A. & Geiger, M. J. (eds.). Cham: Springer, p. 435-440 6 p.

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

  32. 2016
  33. Published

    The Time-Varying Dependency Patterns of NetFlow Statistics

    Gibberd, A., Evangelou, M. & Nelson, J. D. B., 1/12/2016, 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW). IEEE, p. 288-294 7 p. (2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW)).

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

  34. Published

    Examining the relationship between default risk and efficiency in Islamic and conventional banks

    Saeed, M. & Izzeldin, M., 12/2016, In: Journal of Economic Behavior and Organization. 132, Supplement, p. 127-154 28 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. Published

    The impact of brand familiarity on online and offline media synergy

    Pauwels, K., Demirci, C., Yildirim, G. & Srinivasan, S., 12/2016, In: International Journal of Research in Marketing. 33, 4, p. 739-753 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  36. Published

    Another look at estimators for intermittent demand

    Petropoulos, F., Kourentzes, N. & Nikolopoulos, K., 11/2016, In: International Journal of Production Economics. 181 , Part A, p. 154-161 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. Published

    Episodes of exuberance in housing markets: in search of the smoking gun

    Pavlidis, E., Yusupova, A., Paya, I., Peel, D., Martínez-García, E., Mack, A. & Grossman, V., 11/2016, In: Journal of Real Estate Finance and Economics. 53, 4, p. 419-449 31 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  38. Published

    Forecasting with multivariate temporal aggregation: the case of promotional modelling

    Kourentzes, N. & Petropoulos, F., 11/2016, In: International Journal of Production Economics. 181, Part A, p. 145-153 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  39. Published

    On the performance of overlapping and non-overlapping temporal demand aggregation approaches

    Boylan, J. E. & Babai, M. Z., 11/2016, In: International Journal of Production Economics. 181, Part A, p. 136-144 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  40. Published

    Reduction of the value of information sharing as demand becomes strongly auto-correlated

    Babai, M. Z., Boylan, J. E., Syntetos, A. A. & Ali, M. M., 11/2016, In: International Journal of Production Economics. 181 , Part A, p. 130-135 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  41. Published
  42. 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 Journal/MagazineJournal articlepeer-review

  43. 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 Journal/MagazineJournal articlepeer-review

  44. Published

    Cross-validation aggregation for combining autoregressive neural network forecasts

    Barrow, D. K. & Crone, S. F. W. M., 1/10/2016, In: International Journal of Forecasting. 32, 4, p. 1120-1137 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  45. Published

    Use and misuse of information in supply chain forecasting of promotion events

    Fildes, R. A., Goodwin, P. & Onkal, D., 10/2016, Lancaster: Department of Management Science, Lancaster University.

    Research output: Working paper

  46. Published

    Introducing the locally stationary dual-tree complex wavelet model

    Nelson, J. D. B. & Gibberd, A. J., 28/09/2016, 2016 IEEE International Conference on Image Processing (ICIP). IEEE, p. 3583-3587 5 p.

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

  47. Published

    Minimum Density Hyperplanes

    Pavlidis, N. G., Hofmeyr, D. & Tasoulis, S., 28/09/2016, In: Journal of Machine Learning Research. 17, 156, p. 1-33 33 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Published

    Divisive clustering of high dimensional data streams

    Hofmeyr, D., Pavlidis, N. & Eckley, I., 09/2016, In: Statistics and Computing. 26, 5, p. 1101–1120 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  49. Published

    Supply chain forecasting: theory, practice, their gap and the future

    Syntetos, A., Babai, Z., Boylan, J. E., Kolassa, S. & Nikolopoulos, K., 1/07/2016, In: European Journal of Operational Research. 252, 1, p. 1-26 26 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  50. Published

    Distributions of forecasting errors of forecast combinations: implications for inventory management

    Barrow, D. K. & Kourentzes, N., 07/2016, In: International Journal of Production Economics. 177, p. 24-33 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. Published

    Will the crisis “tear us apart”? evidence from the EU

    Pappas, V., Ingham, H., Izzeldin, M. & Steele, G., 07/2016, In: International Review of Financial Analysis. 46, p. 346-360 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  52. Published

    Commentary: two sides of the same coin

    Petropoulos, F. & Kourentzes, N., 1/06/2016, In: Foresight: The International Journal of Applied Forecasting. 42, p. 37-39 3 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  53. Published

    Regularised estimation of 2D-locally stationary wavelet processes

    Gibberd, A. J. & Nelson, J. D. B., 1/06/2016, 2016 IEEE Statistical Signal Processing Workshop (SSP). IEEE, 5 p.

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

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