45 search results - page 1 / 9 » Effective label acquisition for collective classification |
KDD
2008
ACM
14 years 5 months ago
2008
ACM
Information diffusion, viral marketing, and collective classification all attempt to model and exploit the relationships in a network to make inferences about the labels of nodes....
AAAI
2010
13 years 6 months ago
2010
Labeling nodes in a network is an important problem that has seen a growing interest. A number of methods that exploit both local and relational information have been developed fo...
GFKL
2007
Springer
13 years 8 months ago
2007
Springer
In this paper, we present an algorithm to identify types of places and objects from 2D and 3D laser range data obtained in indoor environments. Our approach is a combination of a c...
ICDM
2007
IEEE
13 years 8 months ago
2007
IEEE
Active inference seeks to maximize classification performance while minimizing the amount of data that must be labeled ex ante. This task is particularly relevant in the context o...
CVPR
2010
IEEE
13 years 6 months ago
2010
IEEE
The primary and novel contribution of this work is the conjecture that large collections of georeferenced photo collections can be used to derive maps of what-is-where on the surf...