1775 search results - page 138 / 355 » Learning Spectral Clustering |
97
Voted
ML
2010
ACM
14 years 8 months ago
2010
ACM
Abstract Clustering Stability methods are a family of widely used model selection techniques for data clustering. Their unifying theme is that an appropriate model should result in...
ICML
2007
IEEE
15 years 11 months ago
2007
IEEE
For large-scale classification problems, the training samples can be clustered beforehand as a downsampling pre-process, and then only the obtained clusters are used for training....
105
Voted
ECML
2007
Springer
15 years 4 months ago
2007
Springer
The availability of techniques for comparing descriptions has many applications in Artificial Intelligence, ranging from description selection to flexible matching, from instance...
ICML
2007
IEEE
15 years 11 months ago
2007
IEEE
Relational data appear frequently in many machine learning applications. Relational data consist of the pairwise relations (similarities or dissimilarities) between each pair of i...
67
Voted
SAC
2005
ACM
15 years 3 months ago
2005
ACM
We present a strategy for analyzing large, social small-world graphs, such as those formed by human networks. Our approach brings together ideas from a number of different resear...