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UAI
2008
15 years 3 months ago
Convex Point Estimation using Undirected Bayesian Transfer Hierarchies
When related learning tasks are naturally arranged in a hierarchy, an appealing approach for coping with scarcity of instances is that of transfer learning using a hierarchical Ba...
Gal Elidan, Benjamin Packer, Geremy Heitz, Daphne ...
ADC
2005
Springer
97views Database» more  ADC 2005»
15 years 7 months ago
Querying and Maintaining Ordered XML Data using Relational Databases
Although data stored in XML is of increasing importance, most existing data repositories are still managed by relational database systems. In light of this, recent XML database re...
William M. Shui, Franky Lam, Damien K. Fisher, Ray...
ESWS
2008
Springer
15 years 3 months ago
Adding Data Mining Support to SPARQL Via Statistical Relational Learning Methods
Exploiting the complex structure of relational data enables to build better models by taking into account the additional information provided by the links between objects. We exten...
Christoph Kiefer, Abraham Bernstein, André ...
HCW
1998
IEEE
15 years 6 months ago
On the Interaction between Mobile Processes and Objects
Java's remote method invocation mechanism provides a number of features that extend the functionality of traditional client server-based distributed systems. However, there a...
Suresh Jagannathan, Richard Kelsey
ICML
2000
IEEE
16 years 2 months ago
Discovering Test Set Regularities in Relational Domains
Machine learning typically involves discovering regularities in a training set, then applying these learned regularities to classify objects in a test set. In this paper we presen...
Seán Slattery, Tom M. Mitchell