Articles (4): |
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Weston J  , Elisseeff A , Zhou D , Leslie C and Noble WS (2004) Protein ranking: from local to global structure in the protein similarity network
Proceedings of the National Academy of Science 101(17) 6559-6563.
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Weston J , Perez-Cruz F , Bousquet O , Chapelle O , Elisseeff A and Schölkopf B (2003) Feature selection and transduction for prediction of molecular bioactivity for drug design
Bioinformatics 19(6) 764-771.
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Weston J , Elisseeff A , Schölkopf B and Tipping M (2003) Use of the Zero-Norm with Linear Models and Kernel Methods
Journal of Machine Learning Research 3 1439-1461.
 
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Guyon I and Elisseeff A (2003) An Introduction to Variable and Feature Selection.
Journal of Machine Learning 3 1157-1182.
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Conference papers (1): |
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Weston J , Chapelle O , Elisseeff A , Schölkopf B and Vapnik V (2003) Kernel Dependency Estimation
In: Advances in Neural Information Processing Systems 15, (Ed) S Becker, S Thrun and K Obermayer, 16th Annual Conference on Neural Information Processing Systems (NIPS 2002), MIT Press, Cambridge, MA, USA, 873-880.
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Contributions to books (2): |
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Lal TN , Chapelle O , Weston J and Elisseeff A : Embedded methods, 137-165.
In: Feature Extraction: Foundations and Applications, (Ed) Guyon, I. , S. Gunn, M. Nikravesh, L. A. Zadeh, Springer, Berlin, Germany, (2006).
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Elisseeff A and Pontil M : Stability of ensembles of kernel machines, 111-124.
(Ed) J. Suykens and J. Vandewalle, IOS press, Netherlands, (2003).
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Technical reports (4): |
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Weston J , Chapelle O , Elisseeff A , Schölkopf B and Vapnik V : Kernel Dependency Estimation, 98, Max Planck Institute for Biological Cybernetics, (2002).
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Weston J , Perez-Cruz F , Bousquet O , Chapelle O , Elisseeff A and Schölkopf B : Feature Selection and Transduction for Prediction of Molecular Bioactivity for Drug Design, (2002).
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Weston J , Perez-Cruz F , Bousquet O , Chapelle O , Elisseeff A and Schölkopf B : KDD Cup 2001 data analysis: prediction of molecular bioactivity for drug design -- Binding to Thrombin, BIOwulf, (2001).
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Weston J , Elisseeff A and Schölkopf B : Use of the $ell_0$-norm with linear models and kernel methods, Biowulf Technologies, (2001).
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