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Centre for Marketing Analytics

  1. Published

    Input variable selection for time series prediction with neural networks- an evaluation of visual, autocorrelation and spectral analysis for varying seasonality

    Crone, S. & Kourentzes, N., 2007, The 1st European Symposium on Time Series Prediction, ESTSP'07 (Helsinki, Finland) - 2007. N/A: unknown

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

  2. Published

    Mining the past to forecast the future: comments

    Crone, S., 2009, In: International Journal of Forecasting. 25, 3, p. 456–460 5 p.

    Research output: Contribution to journalJournal articlepeer-review

  3. Published

    Feature selection for time series prediction - A combined filter and wrapper approach for neural networks

    Crone, S. F. & Kourentzes, N., 06/2010, In: Neurocomputing. 73, 10-12, p. 1923-1936 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  4. Published

    Forecasting seasonal time series with multilayer perceptrons - an empirical evaluation of input vector specifications for deterministic seasonality

    Crone, S. & Kourentzes, N., 2009, Proceedings of The 2009 International Conference on Data Mining, DMIN 2009, July 13-16, 2009, Las Vegas, USA. . Stahlbock, R., Crone, S. F. & Lessmann, S. (eds.). CSREA Press, p. 232-238 7 p.

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

  5. Published

    Forecasting high-frequency time series with neural networks - an analysis of modelling challenges from increasing data frequency

    Crone, S. & Kourentzes, N., 2008, International Conference on Data Mining (Las Vegas) - 2008. Stahlbock, R., Crone, S. F. & Lessmann, S. (eds.). CSREA Press

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

  6. Published

    Simultane Bedarfsprognose und Warendisposition mit künstlichen Neuronalen Netzen: Fachbeitrag GOR Dissertationspreis 2009

    Crone, S., 2011, In: OR News. 38 , p. 13-17 5 p.

    Research output: Contribution to journalJournal article

  7. Published

    The impact of preprocessing on forecasting electrical load: an empirical evaluation of segmenting time series into subseries

    Crone, S. F. & Kourentzes, N., 2011, The 2011 International Joint Conference on Neural Networks (IJCNN). New York: IEEE, p. 3285-3292 8 p.

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

  8. Published

    Instance sampling in credit scoring: An empirical study of sample size and balancing

    Crone, S. F. & Finlay, S., 01/2012, In: International Journal of Forecasting. 28, 1, p. 224-238 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  9. Published

    Advances in forecasting with neural networks? Empirical evidence from the NN3 competition on time series prediction

    Crone, S. F., Hibon, M. & Nikolopoulos, K., 07/2011, In: International Journal of Forecasting. 27, 3, p. 635-660 26 p.

    Research output: Contribution to journalJournal articlepeer-review

  10. Published

    Naive Support Vector Regression and Multilayer Perceptron Benchmarks for the 2010 Neural Network Grand Competition (NNGC) on Time Series Prediction

    Crone, S. F. & Kourentzes, N., 2010, The 2010 International Joint Conference on Neural Networks (IJCNN). New York: IEEE, p. - 8 p.

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

  11. Published

    Input-variable Specification for Neural Networks - an Analysis of Forecasting low and high Time Series Frequency

    Crone, S. F. & Kourentzes, N., 2009, International Joint Conference on Neural Networks, 2009. IJCNN 2009.. New York: IEEE, p. 3221-3228 8 p.

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

  12. 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

  13. Published

    The management of OR groups: results of a survey

    Crymble, W. R., Ranyard, J. C. & Fildes, R. A., 1999, In: Journal of the Operational Research Society. 50, p. 563-580 18 p.

    Research output: Contribution to journalJournal articlepeer-review

  14. Published

    Death of an OR group: a case study

    Crymble, W. R., Fildes, R. A. & Ranyard, J. C., 1997, In: Journal of the Operational Research Society. 48, 4, p. 361-372 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  15. Published

    The effect of recovery algorithms on compressive sensing background subtraction

    Davies, R., Mihaylova, L., Pavlidis, N. & Eckley, I., 10/2013, Sensor Data Fusion: Trends, Solutions, Applications (SDF), 2013 Workshop on. IEEE, p. 1-6 6 p.

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

  16. 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

  17. 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

  18. 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

  19. Published

    Measuring forecasting accuracy: the case of judgmental adjustments to SKU-level demand forecasts

    Davydenko, A. & Fildes, R., 07/2013, In: International Journal of Forecasting. 29, 3, p. 510-522 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  20. 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 journalJournal articlepeer-review

  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 journalJournal articlepeer-review

  22. 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

  23. Published

    On the Edge of Buying: A Targeting Approach for Indecisive Buyers Based on Willingness-to-Pay Ranges

    Dost, F., Wilken, R., Eisenbeiss, M. & Skiera, B., 09/2014, In: Journal of Retailing. 90, 3, p. 393-407 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  24. Published

    Measuring willingness to pay as a range, revisited: When should we care?

    Dost, F. & Wilken, R., 06/2012, In: International Journal of Research in Marketing. 29, 2, p. 148-166 19 p.

    Research output: Contribution to journalJournal articlepeer-review

  25. Published

    A non-linear causal network of marketing channel system structure

    Dost, F., 03/2015, In: Journal of Retailing and Consumer Services. 23, p. 49-57 9 p.

    Research output: Contribution to journalJournal articlepeer-review

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