80 search results - page 2 / 16 » Adaptive Distance Metric Learning for Clustering |
ICML
2004
IEEE
14 years 5 months ago
2004
IEEE
TOMCCAP
2010
13 years 3 months ago
2010
ICMLC
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. Many supervised and unsupervised learning algorithms depend on the choice of an appropriate distance metric. While metric learning for supervised learning tasks has a lon...
ICPR
2010
IEEE
13 years 12 months ago
2010
IEEE
This paper introduces a semi-supervised distance metric learning algorithm which uses pair-wise equivalence (similarity and dissimilarity) constraints to improve the original dist...
PR
2010
13 years 3 months ago
2010
Most existing representative works in semi-supervised clustering do not sufficiently solve the violation problem of pairwise constraints. On the other hand, traditional kernel met...