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Centre for Marketing Analytics

  1. 2019
  2. Published

    Subspace Clustering of Very Sparse High-Dimensional Data

    Peng, H., Pavlidis, N. G., Eckley, I. A. & Tsalamanis, I., 24/01/2019, 2018 IEEE International Conference on Big Data (Big Data). IEEE, p. 3780-3783 4 p.

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

  3. Published

    Median-Pi artificial neural network for forecasting

    Egrioglu, E., Yolcu, U., Bas, E. & Dalar, A. Z., 18/01/2019, In: Neural Computing and Applications. 31, 1, p. 307-316 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    Dynamic Decision Making under Supply Chain Competition

    Li, X., 11/01/2019, Erasmus University.

    Research output: ThesisDoctoral Thesis

  5. Published

    Demand forecasting with user-generated online information

    Schaer, O., Kourentzes, N. & Fildes, R. A., 01/2019, In: International Journal of Forecasting. 35, 1, p. 197-212 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. 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

  7. Published

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

    Fildes, R. A., Goodwin, P. & Onkal, D., 01/2019, In: International Journal of Forecasting. 35, 1, p. 144-156 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    Modelling and inference for the travel times in vehicle routing problems

    Wright, C., 2019, Lancaster University. 267 p.

    Research output: ThesisDoctoral Thesis

  9. 2018
  10. Published

    The locally stationary dual-tree complex wavelet model

    Nelson, J., Gibberd, A., Nafornita, C. & Kingsbury, N., 11/2018, In: Statistics and Computing. 28, 6, p. 1139-1154 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    Temporally Smoothed Wavelet Coherence for Multivariate Point-Processes and Neuron-Firing

    Gibberd, A. & Cohen, E., 28/10/2018, 2018 52nd Asilomar Conference on Signals, Systems, and Computers. IEEE, p. 1220-1224 5 p.

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

  12. Published

    Producing long-term forecasts of the development of arctic shelf

    Ilinova, A., Chanysheva, A., Kourentzes, N. & Svetunkov, I., 16/10/2018, Innovation-Based Development of the Mineral Resources Sector: Challenges and Prospects: Proceedings of the 11th Russian-German Raw Materials Conference, November 7-8, 2018, Potsdam, Germany. Litvinenko , V. (ed.). CRC Press, p. 539-553 15 p.

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

  13. Published

    Commentary on Retail Forecasting

    Boylan, J. E., 1/10/2018, In: International Journal of Forecasting. 34, 4, p. 832-834 3 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. 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 Journal/MagazineJournal articlepeer-review

  15. Published

    Characterising Dependency in Computer Networks using Spectral Coherence

    Gibberd, A., Noble, J. & Cohen, E., 19/09/2018, Proceedings of the International Conference on Time Series and Forecasting. ITISE, p. 1147-1157 11 p.

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

  16. 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 Journal/MagazineJournal articlepeer-review

  17. Published

    E-Commerce Effects on Energy Consumption: A Multi-Year Ecosystem-Level Assessment

    Dost, F. & Maier, E., 08/2018, In: Journal of Industrial Ecology. 22, 4, p. 799-812 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    Short term electricity demand forecasting using partially linear additive quantile regression with an application to the unit commitment problem

    Lebotsa, M. E., Sigauke, C., Bere, A., Fildes, R. & Boylan, J. E., 15/07/2018, In: Applied Energy. 222, p. 104-118 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    Software Survey: Forecasting 2018

    Fildes, R. A., Schaer, O. & Svetunkov, I., 06/2018, In: ORMS-Today. 45, 3

    Research output: Contribution to Journal/MagazineJournal article

  20. Published

    Hedging parameter selection for basis pursuit

    Chretien, S., Gibberd, A. & Roy, S., 4/05/2018, In: arXiv. 12 p.

    Research output: Contribution to Journal/MagazineJournal article

  21. Published

    OR in Spare Parts Management: A Review

    Hu, Q., Boylan, J. E., Chen, H. & Labib, A., 16/04/2018, In: European Journal of Operational Research. 266, 2, p. 395-414 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Benchmarking filter-based demand estimates for airline revenue management

    Bartke, P., Kliewer, N. & Cleophas, C., 03/2018, In: EURO Journal on Transportation and Logistics. 7, 1, p. 57-88 32 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. 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

  24. Published

    The impact of special days in call arrivals forecasting: a neural network approach to modelling special days

    Barrow, D. K. & Kourentzes, N., 1/02/2018, In: European Journal of Operational Research. 264, 3, p. 967-977 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    Tactical sales forecasting using a very large set of macroeconomic indicators

    Sagaert, Y. R., Aghezzaf, E.-H., Kourentzes, N. & Desmet, B., 16/01/2018, In: European Journal of Operational Research. 264, 2, p. 558-569 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. 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 Journal/MagazineJournal articlepeer-review

  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

    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

  29. Published

    A context-aware approach for handling concept drift in classification

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

    Research output: ThesisDoctoral Thesis

  30. Published
  31. 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

  32. 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

  33. 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

  34. 2017
  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

  53. 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

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