Ganoderma boninense classification based on near-infrared spectral data using machine learning techniques

• Main Authors: Mas Ira Syafila, Mohd Hilmi Tan, Mohd Faizal, Jamlos, Ahmad Fairuz, Omar, Kamarulzaman, Kamarudin, Mohd Aminudin, Jamlos
• Format: Article
• Language: English
• Published: Elsevier 2022
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/36020/1/GB%20classification%20based%20on%20NIRS%20using%20ML%20techniques.pdf; http://umpir.ump.edu.my/id/eprint/36020/; https://doi.org/10.1016/j.chemolab.2022.104718; https://doi.org/10.1016/j.chemolab.2022.104718

Ganoderma boninense (G. boninense) infection reduces the productivity of oil palms and causes a severe threat to the palm oil industry. Early detection of G. boninense is vital since there is no effective treatment to stop the continuing spread of the disease unless ergosterol, a biomarker of G. bon...