A modified generalized RBF model with EM-based learning algorithm for medical applications

• Main Authors: Ma, Li Ya, Abdul Rahman, Abdul Wahab, Quek, Chai
• Format: Conference or Workshop Item
• Language: English
• Published: 2006
• Subjects: T Technology (General)
• Online Access: http://irep.iium.edu.my/38177/1/A_Modified_Generalized_RBF_Model_with_EM-based_Learning_Algorithm_for_Medical_Applications.pdf; http://irep.iium.edu.my/38177/; http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1647584&tag=1

Radial Basis Function (RBF) has been widely used in different fields, due to its fast learning and interpretability of its solution. One problem of classical RBF is that it suffers from curse of dimensionality that the number of basis functions will explode with the increase of dimensions in the dat...