Preliminary study on agarwood essential oil and its classification techniques using machine learning
Using essential oils derived from trees for pharmaceutical purposes, incense, aromatherapy, and other areas has expanded its popularity on the international market. However, since human sensory evaluation is still the primary technique used to grade essential oils in Malaysia, the classification tec...
Published in: | Indonesian Journal of Electrical Engineering and Computer Science |
---|---|
Main Author: | Al-Hadi A.H.I.H.; Amidon A.F.M.; Huzir S.M.H.M.; Ismail N.; Yusoff Z.M.; Tajuddin S.N.; Taib M.N. |
Format: | Article |
Language: | English |
Published: |
Institute of Advanced Engineering and Science
2023
|
Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143288922&doi=10.11591%2fijeecs.v29.i2.pp753-760&partnerID=40&md5=9f2ce865465e9493e72f1164d04fafbc |
Similar Items
-
Boxplot analysis of 4 grade agarwood essential oil for various grades
by: Al-Hadi A.H.I.H.; Amidon A.F.M.; Huzir S.M.H.M.; Ismail N.; Yusoff Z.M.; Tajuddin S.N.; Taib M.N.
Published: (2023) -
The Capabilities of Multiclass Support Vector Machine (MSVM) Training Algorithms in Grading Agarwood Essential Oil
by: Al-Hadi A.H.I.H.; Huzir S.M.H.M.; Ismail N.; Yusoff Z.M.; Tajuddin S.N.; Taib M.N.
Published: (2024) -
Stepwise regression of agarwood oil significant chemical compounds into four quality differentiation
by: Huzir S.M.H.M.; Amidon A.F.M.; Al-Hadi A.H.I.H.; Ismail N.; Yusoff Z.M.; Tajuddin S.N.; Taib M.N.
Published: (2023) -
A preliminary study on the intelligent model of k-nearest neighbor for agarwood oil quality grading
by: Huzir S.M.H.M.; Mahabob N.Z.; Amidon A.F.M.; Ismail N.; Yusoff Z.M.; Taib M.N.
Published: (2022) -
The significance of artificial intelligent technique in classifying various grades of agarwood oil
by: Mohd Amidon A.F.; Huzir S.M.H.M.; Yusoff Z.M.; Ismail N.; Taib M.N.
Published: (2023)