80 search results - page 2 / 16 » Adaptive Distance Metric Learning for Clustering |
66
Voted
ICML
2004
IEEE
15 years 10 months ago
2004
IEEE
TOMCCAP
2010
14 years 7 months ago
2010
103
Voted
ICMLC
2005
Springer
15 years 3 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...
96
Voted
ICPR
2010
IEEE
15 years 4 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
14 years 7 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...