Prénom nom

Pierre MAHE

129, avenue du Général Leclerc

75014 Paris - France

Phone: (+ 33) 6 82 35 67 89

E-mail: [e-mail]

Homepage: http://cb.ensmp.fr/~mahe/

Born July 8th, 1979.

Single, French driving licence.

EDUCATION

Since 11/2003 Ecole des Mines de Paris, Fontainebleau, France.

PhD candidate in the Center for Computational Biology, under the supervision of Jean-Philippe Vert: « kernel methods for chemoinformatics ».

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  Design of kernel functions for 2D and 3D structures of molecules.
  
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  Prediction of biological properties in classification, regression and ranking settings.
  

2002-2003 Ecole Normale Supérieure de Cachan, Cachan, France.
Master of Science in digital image analysis and machine learning, with honours.

1997-2002 Institut National des Sciences Appliquées, Rouen, France.

School of Engineering, Computer Science department.

EXPERIENCES

04/2003 - 10/2003 Ecole des Mines de Paris, Center for Computational Biology, Fontainebleau, France.

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  M.Sci. Thesis: «Graph kernels and virtual screening of molecules ». 
  

02/2002 - 08/2002 Pertinence Data Intelligence, Paris, France.

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  Engineer Intern: « Machine learning for the quality control of a production line ».
  

10/2001 - 02/2002 Technologies Nouvelles, Déville les Rouen, France.

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  Partnership with the Computer Science department of INSA de Rouen: « Machine Vision for the analysis of road defects ».
  

07/2001 - 08/2001 Alsthom, Notre Dame de Gravenchon, France.

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  Technician intern. SQL database development.
  

PUBLICATIONS

Journal:

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  P. Mahé, N. Ueda, T. Akutsu, J.-L. Perret and J.-P. Vert, "Graph kernels for molecular structure-activity relationship analysis with support vector machines", Journal of Chemical Information and Modeling, 2005, vol.45(4), pp. 939-951.
  
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  P. Mahé, L. Ralaivola, V. Stoven and J.-P. Vert, "The pharmacophore kernel for virtual screening with support vector machines", Journal of Chemical Information and Modeling, 2006, to appear.
  

Conferences:

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  P. Mahé, N. Ueda, T. Akutsu, J.-L. Perret and J.-P. Vert, "Extensions of marginalized graph kernels", Proceedings of the 21st International Conference of Machine Learning, 2004.
  
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  P. Mahé, N. Ueda, T. Akutsu, J.-L. Perret and J.-P. Vert, "QSAR analysis with SVM and graph kernels", posters presented at the Conference on Chemoinformatics, Sheffield 2004 and the Genome Informatics Workshop, Tokyo 2004.
  

COMPUTER SKILLS & FOREIGN LANGUAGES

Computer skills: Programming: C, C++, Java, Matlab, Perl, Python.

System: Unix, Linux, Windows.

Misc.: LaTeX, MsOffice, MsAccess, HTML.
Foreign languages: English: good level (945 TOEIC score in 2001).

Spanish: average level.

MISCALLENOUS

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  Sports (rock climbing, winter sports).
  
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  Interests in music, cinema and graphic novels.