Data mining applications using non-linear scientific methods

• Main Author: Ramakrishnan Arun
• Other Authors: Khoo, Guan Seng
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Computer science and engineering::Computer applications::Computers in other systems
• Online Access: http://hdl.handle.net/10356/8179
• Institution: Nanyang Technological University

This thesis describes in detail two novel applications of the back-propagation neural network. In the first application, the neural network is viewed as a component extractor. Here, the network attempts to dynamically find the best indicators (through non-linear weighted averaging) that give a tradi...