1492 search results - page 20 / 299 » Geometric Clustering Using the Information Bottleneck Method |
JIFS
2008
14 years 9 months ago
2008
The crucial issue in many classification applications is how to achieve the best possible classifier with a limited number of labeled data for training. Training data selection is ...
137
Voted
EDBT
2009
ACM
15 years 4 months ago
2009
ACM
As information networks become ubiquitous, extracting knowledge from information networks has become an important task. Both ranking and clustering can provide overall views on in...
78
Voted
COLT
2008
Springer
14 years 11 months ago
2008
Springer
We study the problem of clustering discrete probability distributions with respect to the Kullback-Leibler (KL) divergence. This problem arises naturally in many applications. Our...
69
Voted
ICPR
2006
IEEE
15 years 10 months ago
2006
IEEE
This work presents the application of a novel technique on dimensionality reduction to deal with multispectral images. A distance based on mutual information is used to construct ...
ICPR
2010
IEEE
14 years 9 months ago
2010
IEEE
Local invariant feature extraction methods are widely used for image-features matching. There exist a number of approaches aimed at the refinement of the matches between image-fe...