Learning And Optimization Of The Kernel Functions From Insufficiently Labeled Data

Learning And Optimization Of The Kernel Functions From Insufficiently Labeled Data

Amongst all the machine learning techniques, kernel methods are increasingly becoming popular due to their efficiency, accuracy and ability to handle high-dimensional data. The fundamental problem related to these learning techniques is the selection of the kernel function. Therefore, learning th...

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Bibliographic Details
Main Author: Abbasnejad, M. Ehsan
Format: Thesis
Language:English
Published: 2010
Subjects:
QA75.5-76.95 Electronic computers. Computer science
Online Access:http://eprints.usm.my/41234/
http://eprints.usm.my/41234/1/M._Ehsan_Abbasnejad-shahfiq.pdf

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