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sona dimensionality-reduction [5 articles]

Recent papers added to sona library classified by the tag dimensionality-reduction. You can also see everyone's dimensionality-reduction.
  • Random subspace method for multivariate feature selection
    Pattern Recognition Letters, Vol. 27, No. 10. (15 July 2006), pp. 1067-1076.
    by Carmen Lai, Marcel J Reinders, Lodewyk Wessels
  • Bagging neural network sensitivity analysis for feature reduction for in-silico drug design
    International Joint Conference on Neural Networks (IJCNN), Vol. 4 (2001), pp. 2478-2482 vol.4.
  • Dimensionality reduction via sparse support vector machines
    Journal of Machine Learning Research, Vol. 3 (2003), pp. 1229-1243.
    by Jinbo Bi, Kristin Bennett, Mark Embrechts, Curt Breneman, Minghu Song
  • Selection of relevant features and examples in machine learning
    Artificial Intelligence, Vol. 97, No. 1. (December 1997), pp. 245-271.
    by AL Blum, P Langley
  • An introduction to variable and feature selection
    Journal of Machine Learning Research, Vol. 3 (2003), pp. 1157-1182.
    by Isabelle Guyon, André Elisseeff
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