Learning And Optimization Of The Kernel Functions From Insufficiently Labeled Data

• 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/41234/1/M._Ehsan_Abbasnejad-shahfiq.pdf; http://eprints.usm.my/41234/

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...