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  1. Published

    Künstliche neuronale Netze zur betrieblichen Entscheidungsunterstützung

    Crone, S., 2003, In: WISU - Das Wirtschaftsstudium. 32, 4, p. 452-458 7 p.

    Research output: Contribution to Journal/Magazine › Journal article

  2. Published

    Forecasting with computational intelligence - An evaluation of support vector regression and artificial neural networks

    Crone, S., Lessmann, S. & Pietsch, S., 2006, Proceedings of the World Congress in Computational Intelligence, WCCT06 (Vancouver, Canada) - 2006, IEEE: New York. N/A: IEEE Computer Society Press

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  3. Published

    The impact of preprocessing on support vector regression and neural networks in time series prediction

    Crone, S., Guajardo, J. & Weber, R., 2006, Proceedings of the International Conference on Data Mining DMIN'06 (Las Vegas, USA) 2006, CSREA, pp.37-42. N/A: unknown, p. 37-42 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  4. Published

    A study on the ability of support vector regression and neural networks to forecast basic time series patterns

    Crone, S., Guajardo, J. & Weber, R., 2006, Artificial Intelligence in Theory and Practice, Proceedings of the IFIP World Congress in Computation, WCC'06 (Santiago, Chile) - 2006, Springer: New York, Vol. 217, pp.149-158. Berlin: Springer

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  5. Published

    An extended evaluation framework for neural network publications in sales forecasting

    Crone, S. & Prebmar, D., 2006, Proceedings of the International Conference on Applied Artificial Intelligence, AIA'06 (Innsbruck, Austria) - 2006, ACTA Press: Calgary, pp.179-186. N/A: unknown

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  6. Published

    Utility based data mining for time series analysis - Cost sensitive learning for neural network predictors

    Crone, S., Lessmann, S. & Stahlbock, R., 2005, Proceedings of the International Workshop on Utility-based Data Mining, ACM Conference on Knowledge Discovery in Data, KDD'05 (Chicago, USA) 2005. N/A: unknown, p. 59-68 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  7. Published

    Support vector machines versus artificial neural networks - new potential in data mining for customer relationship management?

    Crone, S., Lessmann, S. & Stahlbock, R., 2005, Neural Network Applications in Information Technology and Web Engineering. Malaysia: Borneo Publishing, p. 80-93 14 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  8. Published

    Forecasting in inventory management using artificial neural networks - a novel approach through asymmetric cost functions

    Crone, S., 2003, Einsatz von Fuzzy Sets, Neuronalen Netzen und Kunstlicher Intelligenz in industrieller Produktion und Umweltforschung. Dusseldorf: VDI

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  9. Published

    Predicting customer online shopping adoption - an evaluation of data mining and market modelling approaches

    Crone, S. & Soopramanien, D. G. R., 2005, Proceedings of The 2005 International Conference on Data Mining, DMIN 2005, Las Vegas, Nevada, USA. Athens: CSREA Press, p. 47-58 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  10. Published

    Prediction of the CATS benchmark using a business forecasting approach to multilayer perceptron modelling

    Crone, S., Kausch, H. & Prebmar, D., 2004, Proceedings of the IEEE International Joint Conference on Neural Networks, IJCNN'04 Budapest, Hungary. N/A: IEEE Computer Society Press, Vol. 4. p. 2783-2788 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  11. Published

    Empirical comparison and evaluation of classifier performance for data mining in customer relationship management

    Crone, S., Lessmann, S. & Stahlbock, R., 2004, Proceedings of the IEEE International Joint Conference on Neural Networks, IJCNN'04 Budapest, Hungary. N/A: IEEE Computer Society Press, Vol. 1. p. 43-48 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  12. Published

    A business forecasting competition approach to modeling artificial neural networks for time series prediction

    Crone, S., 2004, Proceedings of the International Conference on Artificial Intelligence, IC-AI '04, June 21-24, 2004, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 207-213 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  13. Published

    An evaluation framework for publications on artificial neural networks in sales forecasting

    Crone, S. & Grafeille, P. C., 2004, Proceedings of the International Conference on Artificial Intelligence, IC-AI '04, June 21-24, 2004, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 221-227 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  14. Published

    Artificial neural networks for time series prediction - A novel approach to inventory management using asymmetric cost functions

    Crone, S., 2003, Proceedings of the International Conference on Artificial Intelligence, IC-AI '03, June 23 - 26, 2003, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 193-199 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  15. Published

    Prediction of white noise time series using artificial neural networks and asymmetric cost functions

    Crone, S., 2003, Proceedings of the IEEE International Joint Conference on Neural Networks, 2003. N/A: IEEE Computer Society Press, Vol. 4. p. 2460-2465 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  16. Published

    Training artificial neural networks for time series prediction using asymmetric cost functions

    Crone, S., 2002, Proceedings of the 9th International Conference on neural information processing, 2002. ICONIP '02. N/A: IEEE Computer Society Press, Vol. 5. p. 2374- 2380 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  17. Published

    Forecasting seasonal time series with neural networks: a sensitivity analysis of architecture parameters

    Crone, S. & Dahwan, R., 2007, Proceedings of the International Joint Conference on Neural Networks, IJCNN'07 (Orlando, USA) - 2007. N/A: IEEE Computer Society Press

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  18. Published

    A naïve support vector regression benchmark for the NN3 forecasting competition

    Crone, S. & Pietsch, S., 2007, Proceedings of the International Joint Conference on Neural Networks, IJCNN'07 (Orlando, USA) - 2007. N/A: IEEE Computer Society Press

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  19. Published

    Parameter sensitivity of support vector regression and neural networks for forecasting

    Crone, S., Lessmann, S. & Pietsch, S., 2006, Proceedings of the International Conference on Data Mining DMIN'06 (Las Vegas, USA) 2006, CSREA, pp.396-402. Athens: CSREA Press

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  20. 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/ISSN › Conference contribution/Paper › peer-review

  21. 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 Journal/Magazine › Journal article › peer-review

  22. 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 Journal/Magazine › Journal article › peer-review

  23. 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/ISSN › Conference contribution/Paper › peer-review

  24. 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/ISSN › Conference contribution/Paper › peer-review

  25. 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 Journal/Magazine › Journal article

  26. 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/ISSN › Conference contribution/Paper › peer-review

  27. 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 Journal/Magazine › Journal article › peer-review

  28. 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 Journal/Magazine › Journal article › peer-review

  29. 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/ISSN › Conference contribution/Paper › peer-review

  30. 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/ISSN › Conference contribution/Paper › peer-review

  31. 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/Proceedings › Book

  32. Published

    Corrigendum to "Advances in forecasting with neural networks? Empirical evidence from the NN3 competition on time series prediction" [Int. J. Forecast. 27 (2011) 635-660] 10.1016/j.ijforecast.2011.04.001.

    Crone, S. F., Hibon, M. & Nikolopoulos, K., 1/10/2014, In: International Journal of Forecasting. 30, 4, p. 1138 1 p.

    Research output: Contribution to Journal/Magazine › Comment/debate › peer-review

  33. Published

    The value of electricity storage in domestic homes: a smart grid perspective

    Crespo Del Granado, P., Pang, Z. & Wallace, S. W., 06/2014, In: Energy Systems. 5, 2, p. 211-232 22 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  34. Published

    Synergy of smart grids and hybrid distributed generation on the value of energy storage

    Crespo Del Granado, P., Pang, Z. & Wallace, S. W., 15/05/2016, In: Applied Energy. 170, p. 476-488 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  35. Published

    The impact of wind uncertainty on the strategic valuation of distributed electricity storage

    Crespo Del Granado, P., Wallace, S. W. & Pang, Z., 01/2016, In: Computational Management Science. 13, 1, p. 5-27 23 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  36. Published

    Handling the complexities of real-life job shops when implementing workload control: a decision framework and case study

    Cransberg, V., Land, M., Hicks, C. & Stevenson, M., 02/2016, In: International Journal of Production Research. 54, 4, p. 1094-1109 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  37. Published

    Progressive hedging-based meta-heuristics for stochastic network design

    Crainic, T. G., Fu, X., Gendreau, M., Rei, W. & Wallace, S. W., 09/2011, In: Networks. 58, 2, p. 114-124 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  38. Published

    The role of work groups in the enhancement of safety climate

    Cox, S. J. & Cheyne, A. J., 2001, British Psychological Society (Glasgow) - 2001. N/A: unknown, Vol. 9. p. 167 167 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  39. Published

    Assessing safety culture in offshore environments

    Cox, S. J. & Cheyne, A. J., 2000, In: Safety Science. 34, p. 111-129 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  40. Published

    Efectos del error de medida aleatorio en modelos de ecuaciones estructurales con y sin variables latentes

    Cox, S. J. & Oliver, A., 1999, In: Psicologica. 20, p. 41-55 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  41. Published

    Implementing a behaviour-based approach to safety in a manufacturing organisation

    Cox, S. J. & Vassie, L. H., 1999, In: Safety and Health Practitioner. 17, 5, p. 31-33 3 p.

    Research output: Contribution to Journal/Magazine › Journal article

  42. Published

    Relationships between evaluations of management commitment and perceptions of the work environment

    Cox, S. J., 1998, British Academy of Management Annual Conference (Nottingham) - 1998. N/A: unknown, p. 49-50 2 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  43. Published

    Safety culture: philosopher’s stone or man of straw?

    Cox, S. J. & Flin, R., 1998, In: Work and Stress. 12, 3, p. 189-201 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  44. Published

    Safety, Reliability and Risk Management: An Integrated Approach

    Cox, S. J. & Tait, N. R., 1998, 2nd ed. Oxford: Butterworth-Heinemann. 320 p.

    Research output: Book/Report/Proceedings › Book

  45. Published

    Small and medium size enterprises (SME) interest in voluntary certification schemes for health and safety management: preliminary results

    Cox, S. J. & Vassie, L. H., 1998, In: Safety Science. 29, p. 67-73 7 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  46. Published

    An Engineer's Responsibility for Safety: Safety by Design

    Cox, S. J., 1996, London: Hazards Forum.

    Research output: Book/Report/Proceedings › Book

  47. Published

    Management education and leadership

    Cox, S. J. & Fox, S., 2004, Leadership and Management in the 21st Century: Business Challenges of the Future. Oxford: Oxford University Press

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  48. Published

    Behavioural approaches to safety management within reactor plants

    Cox, S. J., Jones, B. M. & Rycraft, H., 2004, In: Safety Science. 42, p. 825-839 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  49. Published

    Facilitators and hindrances to organisational learning with the nuclear sector

    Cox, S. J. & Jones, B. M., 2005, International Conference of Organisational Knowledge and Learning capabilities, (Boston ) - 2005. N/A: unknown

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  50. Published

    The impact of a business school on regional economic development: a case study

    Cox, S. J. & Taylor, J., 2006, In: Local Economy. 21, 2, p. 117-135 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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