Random Projection RBF Nets for Multidimensional Density Estimation
نویسندگان
چکیده
منابع مشابه
Random Projection RBF Nets for Multidimensional Density Estimation
The dimensionality and the amount of data that need to be processed when intensive data streams are observed grow rapidly together with the development of sensors arrays, CCD and CMOS cameras and other devices. The aim of this paper is to propose an approach to dimensionality reduction as a first stage of training RBF nets. As a vehicle for presenting the ideas, the problem of estimating multiv...
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Declaration All sentences or passages quoted in this dissertation from other people's work have been specifically acknowledged by clear cross-referencing to author, work and page(s). Any illustrations which are not the work of the author of this dissertation have been used with the explicit permission of the originator and are specifically acknowledged. I understand that failure to do this amou...
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ژورنال
عنوان ژورنال: International Journal of Applied Mathematics and Computer Science
سال: 2008
ISSN: 1641-876X
DOI: 10.2478/v10006-008-0040-9