1039 search results - page 59 / 208 » Kernels and Regularization on Graphs |
123
Voted
CORR
2010
Springer
15 years 21 days ago
2010
Springer
We consider random walks on two classes of random graphs and explore the likely structure of the vacant set viz. the set of unvisited vertices. Let (t) be the subgraph induced by ...
116
Voted
ICIP
2010
IEEE
14 years 10 months ago
2010
IEEE
A novel multiregion graph cut image partitioning method combined with kernel mapping is presented. A kernel function transforms implicitly the image data into data of a higher dim...
122
Voted
GBRPR
2007
Springer
15 years 4 months ago
2007
Springer
We propose in this article an image classification technique based on kernel methods and graphs. Our work explores the possibility of applying marginalized kernels to image process...
54
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
We propose a new kernel function for attributed molecular graphs, which is based on the idea of computing an optimal assignment from the atoms of one molecule to those of another ...
97
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
Semi-supervised clustering algorithms aim to improve clustering results using limited supervision. The supervision is generally given as pairwise constraints; such constraints are...