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IEEESCC
2007
IEEE
14 years 5 months ago
Exchanging Policies between Web Service Entities using Rule Languages
Web rule languages with the ability to cover various types of rules have been recently emerged to make interactions between web resources and broker agents possible. The chance of...
Nima Kaviani, Dragan Gasevic, Marek Hatala, Gerd W...
ML
2007
ACM
144views Machine Learning» more  ML 2007»
13 years 10 months ago
Invariant kernel functions for pattern analysis and machine learning
In many learning problems prior knowledge about pattern variations can be formalized and beneficially incorporated into the analysis system. The corresponding notion of invarianc...
Bernard Haasdonk, Hans Burkhardt
DATAMINE
2007
110views more  DATAMINE 2007»
13 years 11 months ago
The complexity of non-hierarchical clustering with instance and cluster level constraints
Recent work has looked at extending clustering algorithms with instance level must-link (ML) and cannot-link (CL) background information. Our work introduces δ and ǫ cluster lev...
Ian Davidson, S. S. Ravi
RR
2007
Springer
14 years 5 months ago
Proof Explanation in the DR-DEVICE System
Trust is a vital feature for the Semantic Web: If users (humans and agents) are to use and integrate system answers, they must trust them. Thus, systems should be able to explain t...
Nick Bassiliades, Grigoris Antoniou, Guido Governa...
ML
2007
ACM
127views Machine Learning» more  ML 2007»
13 years 10 months ago
Density estimation with stagewise optimization of the empirical risk
We consider multivariate density estimation with identically distributed observations. We study a density estimator which is a convex combination of functions in a dictionary and ...
Jussi Klemelä