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IJCAI
2003
13 years 10 months ago
Employing Trainable String Similarity Metrics for Information Integration
The problem of identifying approximately duplicate objects in databases is an essential step for the information integration process. Most existing approaches have relied on gener...
Mikhail Bilenko, Raymond J. Mooney
ATAL
2007
Springer
14 years 2 months ago
Using Information Gain to Analyze and Fine Tune the Performance of Supply Chain Trading Agents
The Supply Chain Trading Agent Competition (TAC SCM) was designed to explore approaches to dynamic supply chain trading. During the course of each year’s competition historical d...
James Andrews, Michael Benisch, Alberto Sardinha, ...
ICMLC
2005
Springer
14 years 2 months ago
Kernel-Based Metric Adaptation with Pairwise Constraints
Abstract. Many supervised and unsupervised learning algorithms depend on the choice of an appropriate distance metric. While metric learning for supervised learning tasks has a lon...
Hong Chang, Dit-Yan Yeung
NCA
2005
IEEE
14 years 2 months ago
Controlling the Coverage of Grid Information Dissemination Protocols
Grid information dissemination protocols distribute information about the dynamic state of computational resources throughout interconnected wide area Grids. Performance metrics f...
Bhavin Gandhi, Sameer Tilak, Michael J. Lewis, Nae...
DAIS
2003
13 years 10 months ago
Rational Server Selection for Mobile Agents
- Mobile agents have the ability to migrate through heterogeneous networks and execute at remote hosts. This ability can be exploited to improve the performance of agent based appl...
Carsten Pils, Stefan Diepolder