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Learning with nearest neighbour classifiers

Autor
Bermejo, S.; Cabestany, J.
Tipus d'activitat
Article en revista
Revista
Neural processing letters
Data de publicació
2001-04
Volum
13
Pàgina inicial
159
Pàgina final
181
Resum
Nearest Neighbour (NN) classifiers are one of the most celebrated algorithms in machine learning. In recent years, interest in these methods has flourished again in several fields (including statistics, machine learning and pattern recognition) since, in spite of their simplicity, they reveal as powerful non-parametric classification systems in real-world problems. The present work is mainly devoted to the development of new learning algorithms for these classifiers and is focused on the followi...
Grup de recerca
AHA - Arquitectures Hardware Avançades
CETpD -Centre d'Estudis Tecnològics per a l'Atenció a la Dependència i la Vida Autònoma

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