Missing attribute value prediction based on artificial neural network and rough set theory

• Main Authors: A.F.M., Hani, N.A., Setiawan, P.A., Venkatachalam
• Format: Conference or Workshop Item
• Published: 2008
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utp.edu.my/432/1/paper.pdf; http://www.scopus.com/inward/record.url?eid=2-s2.0-51549114861&partnerID=40&md5=3efdc016e1106375be3d881f33d1ebb9; http://eprints.utp.edu.my/432/

In this research, artificial neural network (ANN) combined with rough set theory (RST), named as ANNRST, is proposed to predict missing values of attribute. The prediction of missing values of attribute is applied on heart disease data from UCI datasets. The ANN used is multilayer perceptron (MLP) w...