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78
Voted
JMLR
2006
93views more  JMLR 2006»
15 years 23 days ago
An Efficient Implementation of an Active Set Method for SVMs
We propose an active set algorithm to solve the convex quadratic programming (QP) problem which is the core of the support vector machine (SVM) training. The underlying method is ...
Katya Scheinberg
100
Voted
JODS
2006
135views Data Mining» more  JODS 2006»
15 years 23 days ago
Managing Uncertainty in Schema Matching with Top-K Schema Mappings
In this paper, we propose to extend current practice in schema matching with the simultaneous use of top-K schema mappings rather than a single best mapping. This is a natural ext...
Avigdor Gal
95
Voted
ML
2008
ACM
134views Machine Learning» more  ML 2008»
15 years 22 days ago
Multilabel classification via calibrated label ranking
Label ranking studies the problem of learning a mapping from instances to rankings over a predefined set of labels. Hitherto existing approaches to label ranking implicitly operat...
Johannes Fürnkranz, Eyke Hüllermeier, En...
80
Voted
SIAMSC
2008
75views more  SIAMSC 2008»
15 years 21 days ago
Well-Balanced Time Implicit Formulation of Relaxation Schemes for the Euler Equations
We show how to derive time implicit formulations of relaxation schemes for the Euler equations for real materials in several space dimensions. In the fully time explicit setting, t...
Christophe Chalons, Frédéric Coquel,...
IJCAT
2007
80views more  IJCAT 2007»
15 years 21 days ago
Realising voice dialogue management in a collaborative virtual environment
: The applications of 3D-virtual environments and Voice User Interface (VUI) on personal computers have received significant attention in recent years. Since speech is the most nat...
Chun-Feng Liao, Tsai-Yen Li