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Centre for Marketing Analytics

  1. 2022
  2. Published

    Making smart recommendations for perishable and stockout products

    Seymen, S., Sachs, A-L. & Malthouse, E. C., 18/09/2022. 16 p.

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

  3. 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

  4. 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

  5. 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 othersFiszeder, 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. Published

    Indolence is fatal: Research Opportunities in Designing Digital Shadows and Twins for Decision Support

    Marquardt, T., Cleophas, C. & Morgan, L., 28/02/2022, WSC '21: Proceedings of the Winter Simulation Conference. IEEE, 11 p. 239. (Proceedings of the Winter Simulation Conference).

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

  11. 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 othersda 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

  12. 2021
  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. Published

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

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

    Research output: Working paper

  20. 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

  21. 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

  22. Published

    Statistical algorithms, judgment and forecasting software systems

    Fildes, R., 7/05/2021, Business Forecasting: The Emerging Role of Artificial Intelligence and Machine Learning . Gilliland, M., Tashman, L. & Sglavo, U. (eds.). Wiley, p. 361-364 24 p.

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

  23. Published

    Stability in the inefficient use of forecasting systems: a case study in a supply-chain company

    Fildes, R. & Goodwin, P., 1/04/2021, In: International Journal of Forecasting. 37, 2, p. 1031-1046 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. 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

  25. Published

    Elucidate structure in intermittent demand series

    Kourentzes, N. & Athanasopoulos, G., 1/01/2021, In: European Journal of Operational Research. 288, 1, p. 141-152 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. Published

    Retail sales forecasting with meta-learning

    Ma, S. & Fildes, R., 1/01/2021, In: European Journal of Operational Research. 288, 1, p. 111-128 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. Published

    Detecting demand outliers in transport systems

    Rennie, N., 2021, Lancaster University. 272 p.

    Research output: ThesisDoctoral Thesis

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