Volume 9, June 2005
|Page(s)||323 - 375|
|Published online||15 November 2005|
Theory of Classification: a Survey of Some Recent Advances
Laboratoire Probabilités et Modèles Aléatoires,
CNRS & Université Paris VII, Paris, France.
2 Pertinence SA, 32 rue des Jeûneurs, 75002 Paris, France.
3 Department of Economics, Pompeu Fabra University, Ramon Trias Fargas 25-27, 08005 Barcelona, Spain; firstname.lastname@example.org
Accepted: 12 September 2005
The last few years have witnessed important new developments in the theory and practice of pattern classification. We intend to survey some of the main new ideas that have led to these recent results.
Mathematics Subject Classification: 62G08 / 60E15 / 68Q32
Key words: Pattern recognition / statistical learning theory / concentration inequalities / empirical processes / model selection.
© EDP Sciences, SMAI, 2005
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.