A Constrained Optimization based Extreme Learning Machine for noisy data regression

• Main Authors: Wong, S.Y., Yap, K.S., Yap, H.J.
• Format: Article
• Published: Elsevier 2016
• Subjects: TJ Mechanical engineering and machinery; TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.um.edu.my/18746/; http://dx.doi.org/10.1016/j.neucom.2015.07.065

Most of the existing Artificial Intelligence (AI) models for data regression commonly assume that the data samples are completely clean without noise or worst yet, only the symmetrical noise is in considerations. However in the real world applications, this is often not the case. This paper addresse...