Artificial neural network coupled with robust principal components in near infrared spectroscopic analysis

• Main Authors: Kim, Seng Chia, Abdul Rahim, Herlina, Abdul Rahim, Ruzairi
• Format: Conference or Workshop Item
• Published: 2012
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/34006/; http://www.ieee.org/conferences_events/conferences/conferencedetails/index.html?Conf_ID=20268

The objectives of this paper are to demonstrate the use of a combination of artificial neural network and robust principal components (RPCs-ANN) to predict the soluble solid content of intact pineapple, non-invasively, based on near infrared spectral data, and to compare the performance of RPCs-ANN...