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Developments in kernel design

Autor
Belanche, Ll.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
21th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Any de l'edició
2013
Data de presentació
2013-04
Llibre d'actes
ESANN 2013 proceedings: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning: Bruges (Belgium), 24-26 April 2013
Pàgina inicial
369
Pàgina final
378
Repositori
http://hdl.handle.net/2117/23278 Obrir en finestra nova
Resum
The aim of this paper is to give a concise overview of kernels, with a special attention to non-standard or heterogeneous data sources (e.g. non-numerical or structured data). A second goal is to discuss the world of possibilities that kernel design opens for the principled analysis of special or new application domains. The reader is referred to some of the excellent survey publications -as [1, 2, 3]- for an in-depth coverage.
Citació
Belanche, Ll. Developments in kernel design. A: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. "ESANN 2013 proceedings: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning: Bruges (Belgium), 24-26 April 2013". Bruges: 2013, p. 369-378.
Paraules clau
Kernel design
Grup de recerca
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
SOCO - Soft Computing

Participants

Arxius