848 search results - page 5 / 170 » Transductive Learning from Relational Data |
ECML
2007
Springer
13 years 12 months ago
2007
Springer
Abstract. Existing relational learning approaches usually work on complete relational data, but real-world data are often incomplete. This paper proposes the MGDA approach to learn...
ICML
2007
IEEE
14 years 6 months ago
2007
IEEE
We consider spectral clustering and transductive inference for data with multiple views. A typical example is the web, which can be described by either the hyperlinks between web ...
EMNLP
2008
13 years 7 months ago
2008
String-to-string transduction is a central problem in computational linguistics and natural language processing. It occurs in tasks as diverse as name transliteration, spelling co...
BMCBI
2010
2010
Towards the systematic discovery of signal transduction networks using phosphorylation dynamics data
13 years 5 months ago
Background: Phosphorylation is a ubiquitous and fundamental regulatory mechanism that controls signal transduction in living cells. The number of identified phosphoproteins and th...
ICML
2009
IEEE
14 years 6 months ago
2009
IEEE
Dual supervision refers to the general setting of learning from both labeled examples as well as labeled features. Labeled features are naturally available in tasks such as text c...