Cécilia Damon

Research Engineer (Machine learning), CEA - DRT/LIST/LIMA

92ANTONYIle-de-France - France

FORMATION

- Nov. 2006/Sept. 2010 : PhD thesis, INRIA Futurs (Gif-Sur-Yvette), performed at LNAO (Laboratoire de neuroimagerie assistée par ordinateur), Neurospin/CEA (SAclay). Thesis subject : Use of Classication techniques for the Characterization of a Population of subjects based on Functional Neuroimaging data.
- 2004/2005 : Master Mathematics-Vision-Perception at E.N.S. Cachan, Advanced mathematical techniques in signal and image processing
- 2001/2004 : Master degree at IUP Génie Mathématiques et Informatique (University Paris IX Dauphine). Licence 3 and Master 1 in learning contract. Title of master engineer.


SKILLS

- Mathematical skills : Statistical learning ; excavation techniques of data (kernel methods, reinforcement learning, neural coding, ...) ; IA ; Image processing. Applications to Molecular Biology and medical Imaging.
- Computer programming skills : Java, C++, C, Python, Matlab, Shell Unix, SAS, Prolog, Lisp, Clips, QNAP, Lex, Yacc, Turbo Pascal, assembleur.


FOREIGN LANGUAGE SKILLS

- English : Fluent reading and talking. 800 points at the TOEIC test in 2004.
- Deutsch : Zertificat Deutsch level.


PROFESSIONAL EXPERIENCE

MEETING AND PUBLICATIONS :
- Sept. 2010 : Damon C. : Use of Classication techniques for the Characterization of a Population of subjects based on Functional Neuroimaging data (Thesis).
- Sept. 2008 : Damon C., Pinel P. et al : Discriminating between populations of subjects based on fMRI data using sparse features selection and SRDA classifier. MICCAI Workshop Analysis of Functional Medical Images (oral presentation).
- Mai 2008 : Michel V., Damon C. et al : Mutual Information-Based Feature Selection Enhances fMRI Brain Activity Classification. ISBI (Paris).
- Juin 2007 : Damon, C. Thirion B. et al : Use of the Functional Neuroimaging data for the Characterization of a population of subjects. Human Brain Mapping (Chicago, USA).


TEACHING :
- 2007-2008 : Senior TD in Mathematics. Second year University (Licence 2) of IUT GMP at IUT de Cachan (94).
- 2005-2006 : Tutoring students at middle schools Lakanal at Sceaux (92).
- 1998-2007 : Math tutoring students at middle and high schools.

UNIVERSITY INTERNSHIP :
- Avril-Aout 2005 : Master 2 MVA Internship of four months at laboratoire LAMI, Genopole (Evry).Mission : Statistical learning applied to biological regulatory networks.
- Sept. 2003/2004 : Learning contract of one year at SE2I computer department , Foncia company. Mission : Java web developer on the real estate transaction "TotalImmo" software.
- Sept. 2002/2003 : Learning contract of one year at SDVP (service de distribution et de vente du journal Le Parisien ) computer department. Mission : Setting up the network,
ensuring the availability of databases with backup systems, administering Oracle databases on Unix and facilitate their management by developing programs in Java.

31 contacts
Actuellement

Applied Research
- energetic project : solar radiance and temperature forecasting based on past weather data (Bayesian neural network)
- health project (Care4me UE project - ITEA programme) : prediction of neurodegenerative disorders related to Alzheimer's disease based on anatomical MRI data (Multiple kernel learning)

Scientific Animation ‎:
- working group on multiple kernel learning for health and energetic problems
- participation in the organization of AFIA event 2011 (meeting organized by the French Association for Artificial Intelligence)
- organization of a collaboration with neurospin (neuroimaging research center - CEA)

Energie Nucléaire
Expérience professionnelle

Recherche et développement
Ancien élève de
Hobbies
Travels , Karate , Swimming

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