Veröffentlichungen "Crone, Sven F."

2012

• 

  Crone, Sven F. ; Finaly, Steven:
  Instance sampling in credit scoring: An analysis of sample size and balancing.
  In: International Journal of Forecasting. 28 (2012) 1. - S. 224-238.
  ISSN 0169-2070 ; 1872-8200
  (Peer-Review-Journal)

2011

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  Crone, Sven F. ; Nikolopoulus, Konstantinos ; Hibon, Michèle:
  Advances in Forecasting with Neural Networks? Empirical evidence from the NN3 competition on time series prediction.
  In: International Journal of Forecasting. 27 (2011) 3. - S. 635-660.
  ISSN 0169-2070 ; 1872-8200
  (Peer-Review-Journal)

2010

• 

  Crone, Sven F. ; Kourentzes, Nikolaos:
  Feature selection for time series prediction – a combined filter and wrapper approach for neural networks.
  In: Neurocomputing : an international journal. 173 (2010) 10/12. - S. 1923-1936.
  ISSN 0925-2312 ; 1872-8286
  (Peer-Review-Journal)

2008

• Fildes, Robert ; Nikolopoulus, Kostas ; Crone, Sven F.:
  Forecasting and Operational Research : a Review.
  In: Journal of the Operational Research Society : OR. 59 (2008) 9. - S. 1150-1172.
  ISSN 0030-3623 ; 0160-5682
  (Peer-Review-Journal)

2006

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  Crone, Sven F. ; Lessmann, Stefan ; Stahlbock, Robert:
  The Impact of Preprocessing on Data Mining: An Evaluation of Support Vector Machines and Artificial Neural Networks.
  In: European Journal of Operational Research. 178 (2006) 3. - S. 781-800.
  ISSN 0377-2217
  (Peer-Review-Journal)
• 

  Crone, Sven F. ; Lessmann, Stefan ; Pietsch, Swantje:
  Forecasting with Computational Intelligence - An Evaluation of Support Vector Regression and Artificial Neural Networks for Time Series Prediction.
  In: Proceedings of the IEEE World Congress in Computational Intelligence, WCCI’06, Vancouver, Canada. - New York : IEEE, 2006. - S. 396-402
  ISBN 0-7803-9489-5
• 

  Lessmann, Stefan ; Stahlbock, Robert ; Crone, Sven F.:
  Genetic Algorithms for Support Vector Machine Model Selection.
  In: Proceedings of the IEEE World Congress in Computational Intelligence, WCCI’06, Vancouver, Canada. - New York : IEEE, 2006. - S. 3063-3069
  ISBN 0-7803-9489-5
  (Begutachteter Beitrag / peer-reviewed paper)

2005

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  Crone, Sven F.:
  Stepwise Selection of Artificial Neural Network Models for Time Series Prediction.
  In: Journal of intelligent systems. 14 (2005) 2/3. - S. 99-122.
  ISSN 0334-1860
  (Peer-Review-Journal)
• 

  Crone, Sven F. ; Lessmann, Stefan ; Stahlbock, Robert:
  Utility Based Data Mining for Time Series Analysis - Cost sensitive learning for Neural Network Predictors.
  In: Weiss, Gary (Hrsg.): Proceedings of the 1st International Workshop on Utility-based Data Mining : 2005, Chicago, Illinois, August 21-21, 2005. - Chicago : ACM, 2005. - S. 59-68
  ISBN 1-59593-208-9

2004

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  Crone, Sven F. ; Lessmann, Stefan ; Stahlbock, Robert:
  Empirical Comparison and Evaluation of classifier Performance for data mining in Customer Relationship Management.
  In: Proceedings of the IEEE International Joint Conference on Neural Networks, IJCNN’04, Budapest, Hungary, 25-29 July, 2004. - New York : IEEE, 2004. - S. 443-448
  ISBN 0-7803-8359-1

2002

• Crone, Sven F.:
  Training Artificial Neural Networks using Asymmetric Cost Functions.
  In: Wang, Lipo (Hrsg.): Computational Intelligence for the E-Age : proceedings of the 9th International Conference on Neural Information Processing ; ICONIP’02 ; November 18 - 22, 2002, Singapore. - Piscataway, NJ : IEEE, 2002. - S. 2374-2380
  ISBN 981-047524-1