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A Minimum Volume Covering Approach with a Set of Ellipsoids
Found in: IEEE Transactions on Pattern Analysis and Machine Intelligence
By David Martinez-Rego,Enrique Castillo,Oscar Fontenla-Romero,Amparo Alonso-Betanzos
Issue Date:December 2013
pp. 2997-3009
A technique for adjusting a minimum volume set of covering ellipsoids technique is elaborated. Solutions to this problem have potential application in one-class classification and clustering problems. Its main original features are: 1) It avoids the direct...
 
A new supervised local modelling classifier based on information theory
Found in: Neural Networks, IEEE - INNS - ENNS International Joint Conference on
By David Martinez-Rego, Oscar Fontenla-Romero, Iago Porto-Diaz, Amparo Alonso-Betanzos
Issue Date:June 2009
pp. 2014-2020
In this paper, a novel supervised architecture for binary classification based on local modelling and information theory is described. The architecture is composed of two steps: in the first one, a separating borderline between the two classes is piecewise...
 
An Add-On for Managing Behaviours with Priority in JADE
Found in: Intelligent Agent Technology, IEEE / WIC / ACM International Conference on
By Juan A. Suarez-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdinas
Issue Date:December 2006
pp. 713-716
In this article, two new implementations for behaviours in JADE are presented. These new behaviours, while being able to reproduce the functioning of the old JADE?s behaviours, allow the user to define priorities. This fact is of vital importance for sever...
 
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