Differences

This shows you the differences between two versions of the page.

--- en:software:k-nn [2007/05/23 08:42] – created root
+++ en:software:k-nn [2007/05/24 15:39] – root
@@ Line 1: / Line 1: @@
+===== Evidential distance-based classifier (k-NN version) =====
+A non-parametric classification method based on the Dempster-Shafer theory of evidence. The principle of the method was first introduced in the following paper:
+T. Denoeux. A k-nearest neighbor classification rule based on Dempster-Shafer theory. IEEE Transactions on Systems, Man and Cybernetics, 25(05):804-813, 1995.
+A procedure for optimizing the parameters was later described in:
+L. M. Zouhal and T. Denoeux. An evidence-theoretic k-NN rule with parameter optimization. IEEE Transactions on Systems, Man and Cybernetics C, 28(2):263-271,1998. {{en:revues:smc96.pdf|pdf}}
+More references are included in my [[en:publi|list of publications]].
+[[http://www.hds.utc.fr/~tdenoeux/software/kNN/|Download]]

UMR CNRS 7253