Title:
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Developments in kernel design
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Author:
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Belanche Muñoz, Luis Antonio
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Other authors:
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Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics; Universitat Politècnica de Catalunya. SOCO - Soft Computing |
Abstract:
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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. |
Subject(s):
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-Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial -Kernel functions -Neural networks (Computer science) -Kernel design -Kernel, Funcions de -Xarxes neuronals (Informàtica) |
Rights:
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Document type:
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Article - Published version Conference Object |
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