2   Artículos

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en línea
Panagiotis Filippakis, Stefanos Ougiaroglou and Georgios Evangelidis    
Reducing the size of the training set, which involves replacing it with a condensed set, is a widely adopted practice to enhance the efficiency of instance-based classifiers while trying to maintain high classification accuracy. This objective can be ach... ver más
Revista: Information    Formato: Electrónico

 
en línea
Stefanos Ougiaroglou, Theodoros Mastromanolis, Georgios Evangelidis and Dionisis Margaris    
The Reduction by Space Partitioning (RSP3) algorithm is a well-known data reduction technique. It summarizes the training data and generates representative prototypes. Its goal is to reduce the computational cost of an instance-based classifier without p... ver más
Revista: Information    Formato: Electrónico

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