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COOPIS
2003
IEEE
16 years 28 days ago
OntoManager - A System for the Usage-Based Ontology Management
In this paper, we propose an approach for guiding ontology managers through the modification of an ontology with respect to users' needs. It is based on the analysis of end-u...
Ljiljana Stojanovic, Nenad Stojanovic, Jorge Gonza...
NIPS
2004
15 years 9 months ago
Boosting on Manifolds: Adaptive Regularization of Base Classifiers
In this paper we propose to combine two powerful ideas, boosting and manifold learning. On the one hand, we improve ADABOOST by incorporating knowledge on the structure of the dat...
Balázs Kégl, Ligen Wang
AAAI
1990
15 years 8 months ago
A Design Based Approach to Constructing Computational Solutions to Diagnostic Problems
Troubleshooting problems in real manufacturing environments impose constraints on admissible solutions that make the computational solutions offered by "troubleshooting from ...
D. Volovik, Imran A. Zualkernan, Paul E. Johnson, ...
COLING
1992
15 years 8 months ago
A Constraint-Based Approach To Translating Anaphoric Dependencies
The normal method for representing anaphoric dependencies in Unification Based grammar tbrmalisms is that of re-entrance. In this paper, we address the problems that this represen...
Louisa Sadler, Doug Arnold
ICML
2007
IEEE
16 years 8 months ago
Discriminant kernel and regularization parameter learning via semidefinite programming
Regularized Kernel Discriminant Analysis (RKDA) performs linear discriminant analysis in the feature space via the kernel trick. The performance of RKDA depends on the selection o...
Jieping Ye, Jianhui Chen, Shuiwang Ji