571 search results - page 6 / 115 » Learning with Constrained and Unlabelled Data |
ICML
2005
IEEE
14 years 10 months ago
2005
IEEE
We propose a general framework for learning from labeled and unlabeled data on a directed graph in which the structure of the graph including the directionality of the edges is co...
BMCBI
2010
13 years 10 months ago
2010
Background: Recently, supervised learning methods have been exploited to reconstruct gene regulatory networks from gene expression data. The reconstruction of a network is modeled...
IJCAI
2003
13 years 11 months ago
2003
In traditional text classification, a classifier is built using labeled training documents of every class. This paper studies a different problem. Given a set P of documents of a ...
IJCAI
2003
13 years 11 months ago
2003
This paper summarizes a probabilistic approach for localizing people through the signal strengths of a wireless IEEE 802.11b network. Our approach uses data labeled by ground trut...
SIGIR
2002
ACM
13 years 9 months ago
2002
ACM