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Developments in kernel design

Author
Belanche, Ll.
Type of activity
Presentation of work at congresses
Name of edition
21th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Date of publication
2013
Presentation's date
2013-04
Book of congress proceedings
ESANN 2013 proceedings: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning: Bruges (Belgium), 24-26 April 2013
First page
369
Last page
378
Repository
http://hdl.handle.net/2117/23278 Open in new window
Abstract
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.
Citation
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.
Keywords
Kernel design
Group of research
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
SOCO - Soft Computing

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