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Centre for Marketing Analytics

  1. Journal article
  2. Published

    The positive effect of contextual image backgrounds on fluency and liking

    Maier, E. & Dost, F., 1/01/2018, In: Journal of Retailing and Consumer Services. 40, p. 109-116 8 p.

    Research output: Contribution to journalJournal articlepeer-review

  3. 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 journalJournal articlepeer-review

  4. 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 journalJournal articlepeer-review

  5. 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 journalJournal articlepeer-review

  6. 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 journalJournal articlepeer-review

  7. 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 journalJournal articlepeer-review

  8. 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 journalJournal articlepeer-review

  9. 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 journalJournal articlepeer-review

  10. 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 journalJournal articlepeer-review

  11. 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

  12. 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 journalJournal articlepeer-review

  13. 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 journalJournal articlepeer-review

  14. 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 journalJournal articlepeer-review

  15. 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 journalJournal articlepeer-review

  16. 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 journalJournal articlepeer-review

  17. 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 journalJournal articlepeer-review

  18. 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 journalJournal articlepeer-review

  19. 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 journalJournal articlepeer-review

  20. 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 journalJournal articlepeer-review

  21. 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 journalJournal articlepeer-review

  22. 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 journalJournal articlepeer-review

  23. 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 journalJournal articlepeer-review

  24. 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

  25. 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 journalJournal articlepeer-review

  26. 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

  27. 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 journalJournal articlepeer-review

  28. 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 journalJournal articlepeer-review

  29. 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 journalJournal articlepeer-review

  30. 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 journalJournal articlepeer-review

  31. 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 journalJournal articlepeer-review

  32. 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 journalJournal articlepeer-review

  33. Published

    The effect of data preprocessing on a retail price optimization system

    Kunz, T. P., Crone, S. F. W. M. & Meissner, J., 04/2016, In: Decision Support Systems. 84, p. 16-27 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  34. Published

    Energy and GHG emissions management of agricultural systems using multi objective particle swarm optimization algorithm: a case study

    Barak, S., Yousefi, M., Maghsoudlou, H. & Jahangiri, S., 04/2016, In: Stochastic Environmental Research and Risk Assessment. 30, 4, p. 1167–1187 21 p.

    Research output: Contribution to journalJournal articlepeer-review

  35. Published

    Do ‘big losses’ in judgmental adjustments to statistical forecasts affect experts’ behaviour?

    Petropoulos, F., Fildes, R. A. & Goodwin, P., 16/03/2016, In: European Journal of Operational Research. 249, 3, p. 842-852 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  36. Published

    Revisiting firm-created word of mouth: High-value versus low-value seed selection

    Dost, F., Sievert, J. & Kassim, D., 03/2016, In: International Journal of Research in Marketing. 33, 1, p. 236-239 4 p.

    Research output: Contribution to journalJournal articlepeer-review

  37. 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

  38. Published

    Demand forecasting with high dimensional data: the case of SKU retail sales forecasting with intra- and inter-category promotional information

    Ma, S., Fildes, R. A. & Huang, T., 16/02/2016, In: European Journal of Operational Research. 249, 1, p. 245-257 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  39. Published

    Wrapper ANFIS-ICA method to do stock market timing and feature selection on the basis of Japanese Candlestick

    Barak, S., Dahooie, J. H. & Tichý, T., 15/12/2015, In: Expert Systems with Applications. 42, 23, p. 9221-9235 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  40. 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

  41. Published

    The double benefits of consumer certainty: combining risk and range effects

    Maier, E., Wilken, R. & Dost, F., 12/2015, In: Marketing Letters. 26, 4, p. 473-488 16 p.

    Research output: Contribution to journalJournal articlepeer-review

  42. Published

    Historical impact of technological change on the US mass media advertising expenditure

    Esteban-Bravo, M., Vidal-Sanz, J. M. & Yildirim, G., 11/2015, In: Technological Forecasting and Social Change. 100, p. 306-316 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  43. Published

    Reassessing the scope of OR practice: The Influences of Problem Structuring Methods and the Analytics Movement

    Ranyard, J. C., Fildes, R. A. & Hu, T-I., 16/08/2015, In: European Journal of Operational Research. 245, 1, p. 1-13 13 p.

    Research output: Contribution to journalJournal article

  44. Published

    Is there a golden rule?

    Fildes, R. & Petropoulos, F., 08/2015, In: Journal of Business Research. 68, 8, p. 1742-1745 4 p.

    Research output: Contribution to journalJournal articlepeer-review

  45. Published

    Simple versus complex selection rules for forecasting many time series

    Fildes, R. & Petropoulos, F., 08/2015, In: Journal of Business Research. 68, 5, p. 1692-1701 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  46. Published

    Relative performance of methods for forecasting special events

    Nikolopoulos, K., Litsa, A., Petropoulos, F., Bougioukos, V. & Khammash, M., 08/2015, In: Journal of Business Research. 68, 8, p. 1785-1791 7 p.

    Research output: Contribution to journalJournal articlepeer-review

  47. Published

    Forecast combinations for intermittent demand

    Petropoulos, F. & Kourentzes, N., 06/2015, In: Journal of the Operational Research Society. 66, 6, p. 914-924 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  48. Published

    The impact of practitioner business rules on the optimality of a static retail revenue management system

    Kunz, T. P. & Crone, S. F. W. M., 06/2015, In: Journal of Revenue and Pricing Management. 14, 3, p. 198-210 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  49. Published

    Revenue management and the railway conundrum – The consequences of reference prices in passenger railway transport practice

    Kellermann, N. & Cleophas, C., 06/2015, In: Journal of Revenue and Pricing Management. 14, 3, p. 155-165 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  50. Published

    Short-term solar irradiation forecasting based on dynamic harmonic regression

    Trapero, J. R., Kourentzes, N. & Martin, A., 1/05/2015, In: Energy. 84, p. 289-295 7 p.

    Research output: Contribution to journalJournal articlepeer-review

  51. Published

    Which types of multi-stage marketing increase direct customers' willingness-to-pay? Evidence from a scenario-based experiment in a B2B setting

    Geiger, I., Dost, F., Schönhoff, A. & Kleinaltenkamp, M., 05/2015, In: Industrial Marketing Management. 47, p. 175-189 15 p.

    Research output: Contribution to journalJournal articlepeer-review

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