Partenaires



UNIVERSITE

PARIS DESCARTES

MAP5

Pages personnelles

Servane Gey Publications


Manuscripts


Using CART to Detect Multiple Change Points in the Mean for Large Samples, 2007 (ps, pdf). Joint work with Emilie LEBARBIER.

Spatial CART Classification Trees, 2018 (pdf). Joint work with Avner BAR HEN and Jean-Michel POGGI, submitted to Advances in Data Analysis and Classification.


Publications


Functional Data Analysis in Sport Science: Example of Swimmers' Progression Curves Clustering
, 2018.Joint work with Arthur Leroy, PhD Student, published in Applied Sciences (MDPI), Special Issue "Computer Science in Sport", vol. 8 (10), p. 1766, DOI 10.3370/app8101766.

Vapnik-Chervonenkis Dimension of Axis-Parallel Cuts
, 2017. Published in Communications in Statistics - Theory and Methods, DOI 10.1080/03610926.2017.1339088.

Discussion of Parallel Construction of Decision Trees with Consistently Non-Increasing Expected Number of Tests by I. BEN-GAL and C. TRISTER, 2015. Joint work with J.-M. POGGI, published in Special Issue on Actual Impact and Future Perspectives on Stochastic Modeling in Business and Industry, Applied Stochastic Models in Business and Industry, vol. 31 (1), pp. 79-80.

Influence Measures for CART Classification Trees
, 2015. Joint work with Avner BAR-HEN and Jean-Michel POGGI, published in Journal of Classification, vol. 32 (1), pp. 21-45.

Risk Bounds for Embedded Variable Selection in Classification Trees
, 2014. Joint work with Tristan MARY-HUARD, published in IEEE Transaction on Information Theory, vol. 60 (3), pp. 1688-1699.

Risk Bounds for CART Classifiers under a Margin Condition, 2012. Published in Pattern Recognition, vol. 45, pp. 3523-3534.

Construction and Analysis of a Head CT-scan Database for Craniofacial Reconstruction, 2009. Joint work with F. Tilotta, F. Richard, J. Glaunès, M. Berar, S. Verdeille, Y. Rozenholc, J.-F. Gaudy, published in Forensic Science International, vol. 191, pp 112.e1-112.e12.

Boosting and instability for Regression Trees, 2006. Joint work with Jean-Michel POGGI, published in Computational Statistics & Data Analysis, Elsevier, vol. 50, pp. 533-550.

Model Selection for CART Regression Trees, 2005. Joint work with Elodie NEDELEC, published in IEE Transactions on Information Theory, vol. 51 (2), pp. 658-670.



Book Chapters

Risk Bounds for CART Regression Trees, 2003. Joint work with Elodie NEDELEC, chapter in Nonlinear Estimation and Classification, pp 369-379, Springer New York.




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