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Centre for Marketing Analytics

  1. Review article
  2. Published

    Operational research: methods and applications

    Petropoulos, F., Laporte, G., Archetti, C., Ayhan, H., Battarra, M., Bennell, J. A., Boylan, J. E., Breton, M., Canca, D., Charlin, L., Chen, B., Cicek, C. T., Jr, L. A. C., Currie, C. S. M., Demeulemeester, E., Ding, L., Disney, S. M., Ehrgott, M., Eppler, M. J. & Erdoğan, G. & 59 others, Fortz, B., Franco, L. A., Frische, J., Greco, S., Gregory, A. J., Hämäläinen, R. P., Herroelen, W., Hewitt, M., Holmström, J., Hooker, J. N., Işık, T., Johnes, J., Kara, B. Y., Karsu, Ö., Kent, K., Köhler, C., Kunc, M., Kuo, Y.-H., Lienert, J., Letchford, A. N., Leung, J., Li, D., Li, H., Ljubić, I., Lodi, A., Lozano, S., Lurkin, V., Martello, S., McHale, I. G., Midgley, G., Morecroft, J. D. W., Mutha, A., Oğuz, C., Petrovic, S., Pferschy, U., Psaraftis, H. N., Rose, S., Saarinen, L., Salhi, S., Song, J.-S., Sotiros, D., Stecke, K. E., Strauss, A. K., Tarhan, İ., Thielen, C., Toth, P., Berghe, G. V., Vasilakis, C., Vaze, V., Vigo, D., Virtanen, K., Wang, X., Weron, R., White, L., Woensel, T. V., Yearworth, M., Yıldırım, E. A., Zaccour, G. & Zhao, X., 1/03/2024, In: Journal of the Operational Research Society. 75, 3, p. 423-617 195 p.

    Research output: Contribution to Journal/MagazineReview articlepeer-review

  3. Proceedings
  4. 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/ProceedingsProceedings

  5. Monograph
  6. Published

    Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM)

    Svetunkov, I., 17/11/2023, Chapman and Hall. 490 p.

    Research output: Book/Report/ProceedingsMonograph

  7. Other report
  8. Published

    Supply Chain Forecasting: Best Practices & Benchmarking Study

    Weller, M. & Crone, S. F., 1/11/2012, Lancaster: Lancaster Centre for Forecasting. 43 p.

    Research output: Book/Report/ProceedingsOther report

  9. Commissioned report
  10. Published

    Electrical Waste - challenges and opportunities: An Independent study on Waste Electrical and Electronic Equipment (WEEE) flows in the UK

    Sayers, M., Silva, C., Schaer, O., Stowell, A., Yumashev, D., Downes, S., Grantham, L., Laundon, C. & McCoach, H., 16/07/2020

    Research output: Book/Report/ProceedingsCommissioned report

  11. Book
  12. Published

    Intermittent Demand Forecasting: Context, Methods and Applications

    Boylan, J. & Syntetos, A. A., 30/06/2021, Oxford: Wiley. 400 p.

    Research output: Book/Report/ProceedingsBook

  13. 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

  14. Published

    Principles of Business Forecasting

    Ord, J. K. & Fildes, R., 2013, Mason, Ohio: South-Western Cengage Learning. 528 p.

    Research output: Book/Report/ProceedingsBook

  15. Published

    Επιχειρησιακές Προβλέψεις [Business Forecasting]

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

    Research output: Book/Report/ProceedingsBook

  16. Published

    Forecasting: 5 volume set

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

    Research output: Book/Report/ProceedingsBook

  17. 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

  18. Published

    Advanced Macroeconomics: A Primer

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

    Research output: Book/Report/ProceedingsBook

  19. Published

    Economic Forecasting: an introduction

    Holden, K., Peel, D. & Thompson, J. L., 1990, Cambridge: Cambridge University Press. 213 p.

    Research output: Book/Report/ProceedingsBook

  20. Published

    The Economics of Wage Controls

    Holden, K., Peel, D. & Thompson, J., 1987, Houndmills: Macmillan. 144 p.

    Research output: Book/Report/ProceedingsBook

  21. Published

    Expectations: Theory and Evidence

    Holden, K., Peel, D. & Thompson, J., 1985, Houndmills: Macmillan. 195 p.

    Research output: Book/Report/ProceedingsBook

  22. Published

    An Introduction to the Econometric Modelling of the United Kingdom

    Holden, K., Peel, D. & Thompson, J., 1983, Martin Robertson and Co.

    Research output: Book/Report/ProceedingsBook

  23. Working paper
  24. Published

    When to Allocate Capacity for Upward Line Extensions Under Competition and Consumer Taste Uncertainty?

    Li, X., Zuidwijk, R., de Koster, M. & Sethi, S., 28/08/2021, SSRN Working Paper.

    Research output: Working paper

  25. Unpublished

    Estimating the market potential with pre-release buzz

    Schaer, O., Kourentzes, N. & Fildes, R. A., 3/02/2019, (Unpublished) Department of Management Science, Lancaster University, p. 1-39, 39 p.

    Research output: Working paper

  26. Unpublished

    Demand forecasting with user-generated online information

    Schaer, O., Kourentzes, N. & Fildes, R. A., 26/02/2018, (Unpublished) Lancaster: Lancaster University Management School, p. 1-41, 41 p.

    Research output: Working paper

  27. Published

    Complex Exponential Smoothing for Seasonal Time Series

    Svetunkov, I. & Kourentzes, N., 01/2018, Lancaster: Department of Management Science, Lancaster University, p. 1-20, 20 p.

    Research output: Working paper

  28. 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

  29. 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

  30. Published
  31. 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

  32. Published

    Complex exponential smoothing

    Svetunkov, I. & Kourentzes, N., 2/01/2016, Lancaster: Lancaster University Management School, p. 1-31, 31 p.

    Research output: Working paper

  33. Published

    Information use in supply chain forecasting

    Fildes, R., Goodwin, P. & Onkal, D., 05/2015, Lancaster: Department of Management Science, Lancaster University, 35 p. (Lancaster University Department of Management Science Working Paper Series; vol. 2015, no. 2).

    Research output: Working paper

  34. Unpublished

    Forecasting with Temporal Hierarchies

    Athanasopoulos, G., Hyndman, R. J., Kourentzes, N. & Petropoulos, F., 2015, (Unpublished) Lancaster: Department of Management Science, Lancaster University, 26 p.

    Research output: Working paper

  35. Published

    Changes in the global oil market

    Bataa, E., Izzeldin, M. & Osborn, D., 2015, Lancaster: Lancaster University, Department of Economics, 34 p. (Economics Working Paper Series; vol. 2015, no. 4).

    Research output: Working paper

  36. Published

    Reassessing the scope of OR practice: the influences of problem structuring methods and the analytics movement

    Ranyard, J., Fildes, R. & Hu, J., 1/08/2014, Lancaster: Department of Management Science, Lancaster University, p. 1-40, 40 p. (Working Paper).

    Research output: Working paper

  37. 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. & Huang, T., 2014, Lancaster: Department of Management Science, Lancaster University, 34 p. (Department of Management Science Working Papers; vol. 2014, no. 9).

    Research output: Working paper

  38. Published

    An evaluation of simple forecasting model selection rules

    Fildes, R. & Petropoulos, F., 04/2013, Lancaster: The Department of Management Science, p. 1-32, 32 p.

    Research output: Working paper

  39. Published

    The value of competitive information in forecasting FMCG retail product sales and the variable selection problem: Working paper 2013:1

    Huang, T., Fildes, R. & Soopramanien, D., 03/2013, Lancaster, UK: Department of Management Science, Lancaster University, 32 p. (Department of Management Science, Lancaster University).

    Research output: Working paper

  40. 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

  41. Published

    Dynamic Estimation of Trade Costs from Real Exchange Rates

    Pavlidis, E. & Pavlidis, N., 2012, Lancaster: The Department of Economics, (Economics Working Paper Series).

    Research output: Working paper

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. Published

    The process of using a forecasting support system

    Goodwin, P., Fildes, R. A., Lawrence, M. & Nikolopoulos, K., 2007, N/A: unknown, 14 p. (International Journal of Forecasting).

    Research output: Working paper

  50. 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

  51. Published

    Household technology acceptance heterogeneity in computer adoption

    Robertson, A., Soopramanien, D. G. R. & Fildes, R. A., 2007, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  52. Published

    Effective forecasting for supply-chain planning: an empirical evaluation and strategies for improvement

    Fildes, R. A., Goodwin, P., Lawrence, M. & Nikolopoulos, K., 2006, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  53. Published

    Understanding the use of forecasting software: an interpretive study in a supply-chain company

    Goodwin, P., Lee, W. Y., Fildes, R. A., Nikolopoulos, K. & Lawrence, M., 2006, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  54. Published

    Segmental new-product diffusion of residential broadband services

    Robertson, A., Soopramanien, D. G. R. & Fildes, R. A., 2006, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  55. Published

    The impact of forecasting on the bullwhip effect

    Stamatopoulos, I., Teunter, R. H. & Fildes, R. A., 2006, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  56. Published

    Demand uncertainty and lot sizing in manufacturing systems: the effects of forecasting errors and mis-specification

    Kingsman, B. G. & Fildes, R. A., 2005, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  57. Published

    On the accuracy of judgmental interventions on forecasting support systems

    Nikolopoulos, K., Lawrence, M., Goodwin, P. & Fildes, R. A., 2005, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  58. Published

    Measuring residential internet service adoption patterns

    Robertson, A., Soopramanien, D. G. R. & Fildes, R. A., 2005, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  59. Published

    Levels, differences and ECMs - principles for improved econometric forecasting

    Fildes, R. A. & Allen, P. G., 2004, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  60. Published

    The design features of forecasting support systems and their effectiveness

    Lawrence, M., Goodwin, P. & Fildes, R. A., 2003, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  61. Published

    Internet Usage and Online Shopping Experience as Predictors of Consumers’per Preferences to Shop Online Across Product Categories

    Soopramanien, D. G. R., Robertson, A. & Fildes, R. A., 2003, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  62. Published

    The accuracy of a procedural approach to specifying feedforward neural networks for forecasting

    Fildes, R. A. & Liao, K. P., 2003, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  63. Published

    The state of macroeconomic forecasting

    Stekler, H. & Fildes, R. A., 1999, Lancaster University: The Department of Economics, (Economics Working Paper Series).

    Research output: Working paper

  64. Editorial
  65. Published

    Editorial

    Boylan, J., Kunc, M. H., Salhi, S. & Zhang, Z. G., 31/01/2021, In: Journal of the Operational Research Society. 72, 1, p. 1-3 3 p.

    Research output: Contribution to Journal/MagazineEditorialpeer-review

  66. Published

    Perspectives on supply chain forecasting: Special Section: Supply Chain Forecasting

    Boone, T., Boylan, J. E., Fildes, R., Ganeshan, R. & Sanders, N., 01/2019, In: International Journal of Forecasting. 35, 1, p. 121-127 7 p.

    Research output: Contribution to Journal/MagazineEditorialpeer-review

  67. Published

    Reproducibility

    Boylan, J. E., 04/2016, In: IMA Journal of Management Mathematics. 27, 2, p. 107-108 2 p.

    Research output: Contribution to Journal/MagazineEditorialpeer-review

  68. Published

    Validation and forecasting accuracy in models of climate change: Postscript

    Fildes, R. & Kourentzes, N., 10/2011, In: International Journal of Forecasting. 27, 4, p. 1004-1005 2 p.

    Research output: Contribution to Journal/MagazineEditorialpeer-review

  69. Book/Film/Article review
  70. 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

  71. 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

  72. 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

  73. Journal article
  74. Published

    Staying Positive: Challenges and Solutions in Using Pure Multiplicative ETS Models

    Svetunkov, I. & Boylan, J. E., 31/07/2024, In: IMA Journal of Management Mathematics. 35, 3, p. 403-425 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  75. Published

    Outlier detection in network revenue management

    Rennie, N., Cleophas, C., Sykulski, A. & Dost, F., 1/06/2024, In: OR Spectrum. 46, 2, p. 445-511 67 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  76. Published

    Customer Analytics and New Product Performance: The Role of Contingencies

    Ozdemir, S., Wang, Y., Gupta, S., Sena, V., Zhang, S. & Zhang, M., 30/04/2024, In: Technological Forecasting and Social Change. 201, 123225.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  77. Forthcoming

    Forecasting seasonal demand for retail: A Fourier time-varying grey model

    Ye, L., Xie, N., Boylan, J. E. & Shang, Z., 18/01/2024, (Accepted/In press) In: International Journal of Forecasting.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  78. Published

    iETS: State space model for intermittent demand forecasting

    Svetunkov, I. & Boylan, J. E., 30/11/2023, In: International Journal of Production Economics. 265, 109013.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  79. Published

    Dynamic linear models with adaptive discounting

    Yusupova, A., Pavlidis, N. & Pavlidis, E., 31/10/2023, In: International Journal of Forecasting. 39, 4, p. 1925-1944 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  80. Published

    Using forecasting to evaluate the impact of COVID-19 on passenger air transport demand

    Li, X., de Groot, M. & Bäck, T., 31/08/2023, In: Decision Sciences. 54, 4, p. 394-409 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  81. Published

    Cross-Learning with Short Seasonal Time Series

    Svetunkov, I., Boylan, J. E. & Chen, H., 1/08/2023, In: Foresight Magazine. 70, Q3

    Research output: Contribution to Journal/MagazineJournal article

  82. Published

    Shrinkage Estimator for Exponential Smoothing Models

    Pritularga, K., Svetunkov, I. & Kourentzes, N., 31/07/2023, In: International Journal of Forecasting. 39, 3, p. 1351-1365 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  83. E-pub ahead of print

    Multi-step Estimators and Shrinkage Effect in Time Series Models

    Svetunkov, I., Kourentzes, N. & Killick, R., 24/06/2023, (E-pub ahead of print) In: Computational Statistics.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  84. Published

    Use of contextual and model-based information in adjusting promotional forecasts

    Sroginis, A., Fildes, R. & Kourentzes, N., 16/06/2023, In: European Journal of Operational Research. 307, 3, p. 1177-1191 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  85. E-pub ahead of print

    Probabilistic forecasting of hourly emergency department arrivals

    Rostami-Tabar, B., Browell, J. & Svetunkov, I., 1/05/2023, (E-pub ahead of print) In: Health Systems. 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  86. Published

    The periodic review model with independent age‐dependent lifetimes

    Clarkson, J., Voelkel, M. A., Sachs, A. & Thonemann, U. W., 31/03/2023, In: Production and Operations Management. 32, 3, p. 813-828 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  87. Published

    Analysing and visualising bike-sharing demand with outliers

    Rennie, N., Cleophas, C., Sykulski, A. M. & Dost, F., 6/03/2023, In: Discover Data. 1, 1, 26 p., 1.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  88. Published

    A New Taxonomy for Vector Exponential Smoothing and Its Application to Seasonal Time Series

    Svetunkov, I., Chen, H. & Boylan, J. E., 1/02/2023, In: European Journal of Operational Research. 304, 3, p. 964-980 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  89. Published

    Complex exponential smoothing

    Svetunkov, I., Kourentzes, N. & Ord, J. K., 31/12/2022, In: Naval Research Logistics. 69, 8, p. 1108-1123 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  90. Published

    Predictive competitive intelligence with pre‐release online search traffic

    Schaer, O., Kourentzes, N. & Fildes, R., 31/10/2022, In: Production and Operations Management. 31, 10, p. 3823-3839 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  91. Published

    Estimating the cumulative distribution function of lead-time demand using bootstrapping with and without replacement

    Boylan, J. E. & Babai, M. Z., 31/10/2022, In: International Journal of Production Economics. 252, 13 p., 108586.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  92. Published

    Post-script - Retail forecasting: Research and Practice

    Fildes, R., Kolassa, S. & Ma, S., 31/10/2022, In: International Journal of Forecasting. 38, 4, p. 1319-1324 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  93. Published

    The performance of the global bottom-up approach in the M5 accuracy competition: a robustness check

    Ma, S. & Fildes, R., 31/10/2022, In: International Journal of Forecasting. 38, 4, p. 1492-1499 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  94. Published

    Wavelet Spectra for Multivariate Point Processes

    Cohen, E. & Gibberd, A., 30/09/2022, In: Biometrika. 109, 3, p. 837–851 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  95. Published

    The practicality of Malaysia dengue outbreak forecasting model as an early warning system

    Ismail, S., Fildes, R., Ahmad, R., Wan Mohamad Ali, W. N. & Omar, T., 30/09/2022, In: Infectious Disease Modelling. 7, 3, p. 510-525 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  96. Published

    Approximations for the Lead Time Variance: a Forecasting and Inventory Evaluation

    Saoud, P., Kourentzes, N. & Boylan, J. E., 31/07/2022, In: Omega. 110, 12 p., 102614.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  97. Published

    Newsvendor problems: An integrated method for estimation and optimisation

    Liu, C., Letchford, A. & Svetunkov, I., 16/07/2022, In: European Journal of Operational Research. 300, 2, p. 590-601 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  98. Published

    Forecasting: theory and practice

    Petropoulos, F., Apiletti, D., Assimakopoulos, V., Babai, M. Z., Barrow, D. K., Ben Taieb, S., Bergmeir, C., Bessa, R. J., Bijak, J., Boylan, J. E., Browell, J., Carnevale, C., Castle, J. L., Cirillo, P., Clements, M. P., Cordeiro, C., Cyrino Oliveira, F. L., De Baets, S., Dokumentov, A. & Ellison, J. & 60 others, Fiszeder, P., Franses, P. H., Frazier, D. T., Gilliland, M., Gönül, M. S., Goodwin, P., Grossi, L., Grushka-Cockayne, Y., Guidolin, M., Guidolin, M., Gunter, U., Guo, X., Guseo, R., Harvey, N., Hendry, D. F., Hollyman, R., Januschowski, T., Jeon, J., Jose, V. R. R., Kang, Y., Koehler, A. B., Kolassa, S., Kourentzes, N., Leva, S., Li, F., Litsiou, K., Makridakis, S., Martin, G. M., Martinez, A. B., Meeran, S., Modis, T., Nikolopoulos, K., Önkal, D., Paccagnini, A., Panagiotelis, A., Panapakidis, I., Pavía, J. M., Pedio, M., Pedregal, D. J., Pinson, P., Ramos, P., Rapach, D. E., Reade, J. J., Rostami-Tabar, B., Rubaszek, M., Sermpinis, G., Shang, H. L., Spiliotis, E., Syntetos, A. A., Talagala, P. D., Talagala, T. S., Tashman, L., Thomakos, D., Thorarinsdottir, T., Todini, E., Trapero Arenas, J. R., Wang, X., Winkler, R. L., Yusupova, A. & Ziel, F., 1/07/2022, In: International Journal of Forecasting. 38, 3, p. 705-871 167 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  99. Published

    Weighted Sparse Simplex Representation: A Unified Framework for Subspace Clustering, Constrained Clustering, and Active Learning

    Peng, H. & Pavlidis, N., 31/05/2022, In: Data Mining and Knowledge Discovery. 36, 3, p. 958–986 29 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  100. Published

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

    Eğrioğlu, E. & Fildes, R., 30/04/2022, In: Computational Economics. 59, 4, p. 1355-1383 29 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  101. Published

    Empirical newsvendor biases: Are target service levels achieved effectively and efficiently?

    Sachs, A.-L., Becker-Peth, M., Minner, S. & Thonemann, U. W., 30/04/2022, In: Production and Operations Management. 31, 4, p. 1839-1855 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  102. Published

    Business Transformation in an Age of Turbulence-Lessons Learned from COVID-19

    Li, X., Voorneveld, M. & de Koster, R., 31/03/2022, In: Technological Forecasting and Social Change. 176, 12 p., 121452.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  103. Published

    Prospects for quarkonium studies at the high-luminosity LHC

    Chapon, É., d'Enterria, D., Ducloué, B., Echevarria, M. G., Gossiaux, P.-B., Kartvelishvili, V., Kasemets, T., Lansberg, J.-P., McNulty, R., Price, D. D., Shao, H.-S., Van Hulse, C., Winn, M., Adam, J., An, L., Villar, D. Y. A., Bhattacharya, S., Celiberto, F. G., Cheshkov, C. & D'Alesio, U. & 31 others, da Silva, C., Ferreiro, E. G., Flett, C. A., Flore, C., Garzelli, M. V., Gaunt, J., He, J., Makris, Y., Marquet, C., Massacrier, L., Mehen, T., Mezrag, C., Micheletti, L., Nagar, R., Nefedov, M. A., Ozcelik, M. A., Paul, B., Pisano, C., Qiu, J.-W., Rajesh, S., Rinaldi, M., Scarpa, F., Smith, M., Taels, P., Tee, A., Teryaev, O., Vitev, I., Watanabe, K., Yamanaka, N., Yao, X. & Zhang, Y., 31/01/2022, In: Progress in Particle and Nuclear Physics. 122, 87 p., 103906.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  104. Published

    Cloud & fog computing: intelligent applications

    Chen, M.-Y., Lughofer, E. D. & Egrioglu, E., 31/10/2021, In: Enterprise Information Systems. 15, 9, p. 1197-1199 3 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  105. Published

    Robust compound Poisson parameter estimation for inventory control

    Prak, D., Teunter, R., Babai, M. Z., Boylan, J. E. & Syntetos, A., 31/10/2021, In: Omega. 104, 16 p., 102481.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  106. Published

    Stochastic coherency in forecast reconciliation

    Pritularga, K., Svetunkov, I. & Kourentzes, N., 31/10/2021, In: International Journal of Production Economics. 240, 14 p., 108221.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  107. Published

    Apenas uma postagem? Previsões de vendas diárias de empresas varejistas de beleza e cosmético a partir da influência de mídias sociais

    Pessanha, G. R. G. & Soares, E. A., 31/10/2021, In: Revista Brasileira de Marketing. 20, 4, 55 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  108. Published

    Lifecycle Forecast for Consumer Technology Products with Limited Sales Data

    Li, X., Yin, Y., Manrique, D. V. & Bäck, T., 30/09/2021, In: International Journal of Production Economics. 239, 10 p., 108206.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  109. Published

    Identifying and Responding to Outlier Demand in Revenue Management

    Rennie, N., Cleophas, C., Sykulski, A. & Dost, F., 16/09/2021, In: European Journal of Operational Research. 293, 3, p. 1015-1030 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  110. Published

    Probabilistic forecasting, linearity and nonlinearity hypothesis tests with bootstrapped linear and nonlinear artificial neural network

    Yolcu, U., Egrioglu, E., Bas, E., Yolcu, O. C. & Dalar, A. Z., 30/06/2021, In: Journal of Experimental and Theoretical Artificial Intelligence. 33, 3, p. 383-404 22 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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