409 search results - page 54 / 82 » Representation of Functional Data in Neural Networks |
88
Voted
IJCNN
2006
IEEE
15 years 4 months ago
2006
IEEE
Abstract— In this paper, we propose a new nonlinear principal component analysis based on a generalized correlation function which we call correntropy. The data is nonlinearly tr...
103
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IEAAIE
2005
Springer
15 years 3 months ago
2005
Springer
In application domains such as medicine, where a large amount of data is gathered, a medical diagnosis and a better understanding of the underlying generating process is an aim. Re...
ICANN
2007
Springer
15 years 4 months ago
2007
Springer
Abstract. Over the last few years, functional Magnetic Resonance Imaging (fMRI) has emerged as a new and powerful method to map the cognitive states of a human subject to specific...
107
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ISCIS
2005
Springer
15 years 3 months ago
2005
Springer
Support Vector Machines (SVMs) have been applied to solve the classification of volatile organic compounds (VOC) data in some recent studies. SVMs provide good generalization perfo...
98
Voted
FLAIRS
2007
15 years 16 days ago
2007
Context-sensitive Multiple Task Learning, or csMTL, is presented as a method of inductive transfer that uses a single output neural network and additional contextual inputs for le...