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COLT
2004
Springer
15 years 8 months ago
Regularization and Semi-supervised Learning on Large Graphs
We consider the problem of labeling a partially labeled graph. This setting may arise in a number of situations from survey sampling to information retrieval to pattern recognition...
Mikhail Belkin, Irina Matveeva, Partha Niyogi
PKDD
2010
Springer
160views Data Mining» more  PKDD 2010»
15 years 1 months ago
Entropy and Margin Maximization for Structured Output Learning
Abstract. We consider the problem of training discriminative structured output predictors, such as conditional random fields (CRFs) and structured support vector machines (SSVMs)....
Patrick Pletscher, Cheng Soon Ong, Joachim M. Buhm...
EUROMICRO
2005
IEEE
15 years 8 months ago
The Audition Framework for Testing Web Services Interoperability
Service Oriented Architectures and Web Services are emerging technologies, which have overall inherited problems and advantages from the component-based approach, but exacerbated ...
Antonia Bertolino, Andrea Polini
ISSRE
2003
IEEE
15 years 8 months ago
A Framework for Tamper Detection Marking of Mobile Applications
Today’s applications are highly mobile; we download software from the Internet, machine executable code arrives attached to electronic mail, and Java applets increase the functi...
Mike Jochen, Lisa M. Marvel, Lori L. Pollock
FTCS
1998
83views more  FTCS 1998»
15 years 4 months ago
The SunSCALR Framework for Internet Servers
Internet servers need to be highly-available, inexpensive, and scalable. These goals are often con icting and most designs meet, with limited success, only few of them. In this pa...
Ashish Singhai, Swee Boon Lim, Sanjay R. Radia