1427 search results - page 55 / 286 » Kernels for Semi-Structured Data |
191
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ICASSP
2011
IEEE
14 years 9 months ago
2011
IEEE
In this work a new online learning algorithm that uses automatic relevance determination (ARD) is proposed for fast adaptive nonlinear filtering. A sequential decision rule for i...
193
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ICASSP
2011
IEEE
14 years 9 months ago
2011
IEEE
We propose a novel semi-supervised method for building a statistical model that represents the relationship between sounds and text labels (“tags”). The proposed method, named...
163
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IJCNN
2008
IEEE
16 years 12 days ago
2008
IEEE
— Effective use of support vector machines (SVMs) in classification necessitates the appropriate choice of a kernel. Designing problem specific kernels involves the definition...
149
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ICCS
2004
Springer
15 years 11 months ago
2004
Springer
In dynamic data driven applications modeling accurately the uncertainty of various inputs is a key step of the process. In this paper, we first review the basics of the Karhunen-L...
159
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ICANN
2010
Springer
15 years 7 months ago
2010
Springer
Abstract. In this paper we elaborate on a kernel extension to tensorbased data analysis. The proposed ideas find applications in supervised learning problems where input data have ...