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Dr. Andre Elisseeff

E-Mail: andre.elisseeff
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Andre Elisseeff

Position: Research Scientist  Unit: Alumni Schölkopf

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Articles (4):

• Weston J Person, Elisseeff A Person, Zhou D Person, 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.
• Weston J Person, Perez-Cruz F , Bousquet O Person, Chapelle O Person, Elisseeff A Person and Schölkopf B Person (April-2003) Feature selection and transduction for prediction of molecular bioactivity for drug design Bioinformatics 19(6) 764-771.
• Weston J Person, Elisseeff A Person, Schölkopf B Person and Tipping M (March-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 Person (2003) An Introduction to Variable and Feature Selection. Journal of Machine Learning 3 1157-1182.

Conference papers (1):

• Weston J Person, Chapelle O Person, Elisseeff A Person, Schölkopf B Person and Vapnik V Person (October-2003) Kernel Dependency Estimation In: Advances in Neural Information Processing Systems 15, Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), MIT Press, Cambridge, MA, USA, 873-880.
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Contributions to books (2):

• Lal TN Person, Chapelle O Person, Weston J Person and Elisseeff A Person: Embedded methods, 137-165. In: Feature Extraction: Foundations and Applications, (Ed) I. Guyon, Springer, Berlin, Germany, (2006).
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• Elisseeff A Person and Pontil M : Stability of ensembles of kernel machines, 111-124. (Ed) J. Suykens and J. Vandewalle, IOS press, Netherlands, (2003).

Technical reports (4):

• Weston J Person, Chapelle O Person, Elisseeff A Person, Schölkopf B Person and Vapnik V : Kernel Dependency Estimation, 98, Max Planck Institute for Biological Cybernetics, (August-2002).
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• Weston J Person, Perez-Cruz F , Bousquet O Person, Chapelle O Person, Elisseeff A Person and Schölkopf B Person: Feature Selection and Transduction for Prediction of Molecular Bioactivity for Drug Design, (2002).
• Weston J Person, Perez-Cruz F , Bousquet O Person, Chapelle O Person, Elisseeff A Person and Schölkopf B Person: KDD Cup 2001 data analysis: prediction of molecular bioactivity for drug design -- Binding to Thrombin, BIOwulf, (2001).
• Weston J Person, Elisseeff A Person and Schölkopf B Person: Use of the $ell_0$-norm with linear models and kernel methods, Biowulf Technologies, (2001).

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