The significance of artificial intelligent technique in classifying various grades of agarwood oil

QR Code

The significance of artificial intelligent technique in classifying various grades of agarwood oil

Agarwood oil quality is often separated into two or three categories. This makes classifying agarwood oil quality using current methods difficult. Current approaches rely solely on human perception to determine the quality of agarwood, whether in raw material or oil. This technique has other undesir...

Full description

Bibliographic Details
Published in:	Indonesian Journal of Electrical Engineering and Computer Science
Main Author:	Mohd Amidon A.F.; Huzir S.M.H.M.; Yusoff Z.M.; Ismail 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-s2.0-85141886701&doi=10.11591%2fijeecs.v29.i1.pp261-269&partnerID=40&md5=9a5a431c51bab0f49a853fdcd9ea7de3

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)

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)

Agarwood oil quality identification using artificial neural network modelling for five grades
by: Huzir S.M.H.M.; Tajuddin S.N.; Yusoff Z.M.; Ismail N.; Almisreb A.A.; 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 novel application of artificial neural network for classifying agarwood essential oil quality
by: Mahabob N.Z.; Yusoff Z.M.; Amidon A.F.M.; Ismail N.; Taib M.N.
Published: (2022)

The Grading of Agarwood Oil Quality Based on Multiclass Support Vector Machine (MSVM) Model
by: Mohd Amidon A.F.; Zawani Mahabob N.; Hazwa Mohd Huzir S.M.; Mohd Yusoff Z.; Ismail N.; Taib M.N.
Published: (2022)

Preliminary study on agarwood essential oil and its classification techniques using machine learning
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)

A Study on ANN Performance Towards Three Significant Compounds of High Quality Agarwood Oil
by: Mahabob N.Z.; Fawwaz Mohd Amidon A.; Ismail N.; Hazwa Mohd Huzir S.M.; Mohd Yusoff Z.; Taib M.N.; Nizam Tajuddin S.; Ali N.M.
Published: (2022)

Accurate Agarwood Oil Quality Determination: A Breakthrough With Artificial Neural Networks and the Levenberg- Marquardt Algorithm
by: Huzir S.M.H.M.; Al-Hadi A.H.I.H.; Yusoff Z.M.; Ismail N.; Taib M.N.
Published: (2024)

Statistical Analysis of High Grade Samples from four grades Aquilaria Malaccensis Oil
by: Al-Hadi A.H.'.H.; Fawwaz Mohd Amidon A.; Ismail N.; Hazwa Mohd Huzir S.M.; Mohd Yusoff Z.; Tajuddin S.N.; Nasir Taib M.
Published: (2022)

Agarwood Oil Grade Clustering of Aquilaria malaccensis Species using Extraction by GC-MS Analysis: Efficient KNN Algorithm Based on Patterns Visualization of Two-dimensional Graph
by: Huzir S.M.H.; Al-Hadi A.H.I.H.; Zaidi A.H.; Ismail N.; Yusoff Z.M.; Tajuddin S.N.; Taib M.N.
Published: (2024)

Accurate Agarwood Oil Quality Determination: A Breakthrough With Artificial Neural Networks and the Levenberg- Marquardt Algorithm
by: Huzir, et al.
Published: (2024)

Review on significant parameters in water quality and the related artificial intelligent applications
by: Shamsudin S.N.; Azman A.A.; Ismail N.; Rahiman M.H.F.; Ahmad A.H.; Taib M.N.
Published: (2016)

Improving the Quality of Agarwood Oil by Using the Intelligent of Multilayer Perceptron (MLP) Network Training Algorithms
by: Mahabob N.Z.; Yusoff Z.M.; Ismail N.; Taib M.N.
Published: (2023)

The k-nearest neighbor modelling by varying Mahalanobis and correlation in distance metric for agarwood oil quality classification
by: Jainalabidin N.S.M.; Amidon A.F.M.; Ismail N.; Yusoff Z.M.; Tajuddin S.N.; Taib M.N.
Published: (2022)

Intelligent grading of kaffir lime oil quality using non-linear support vector machine
by: Jailani N.S.J.; Muhammad Z.; Rahiman M.H.F.; Taib M.N.
Published: (2022)

Pre-processing technique of Aquilaria species from Malaysia for four different qualities
by: Huzir S.M.H.M.; Al-Hadi A.H.‘.H.; Zaidi A.H.; Ismail N.; Yusoff Z.M.; Haron M.H.; Almisreb A.A.; Taib M.N.
Published: (2024)

Statistical analysis of agarwood oil chemical compound exists in four species of Aquilaria
by: Zaidi A.H.; Al-Hadi A.H.‘.H.; Hassan S.M.H.M.H.; Yusoff Z.M.; Ismail N.; Almisreb A.A.; Tajuddin S.N.; Taib M.N.
Published: (2024)

Intelligent Method for Classifying the Freshness of Coffee
by: Awang A.L.W.; Yassin I.M.; Mahmood M.K.A.; Ali M.S.A.M.; Osman F.N.; Yeow M.T.K.; Eskandari F.; Salim A.; Khan Z.I.
Published: (2023)

Estimation of missing streamflow data using various artificial intelligence methods in peninsular Malaysia
by: Ng, et al.
Published: (2024)

Statistical analysis of agarwood oil compounds based on GC-MS data
by: Haron M.H.; Taib M.N.; Ismail N.; Mohd Ali N.A.; Tajuddin S.N.
Published: (2018)

Analysis of distance metric variations in KNN for agarwood oil compounds differentiation
by: Samad M.E.M.; Ismail N.; Rahiman M.H.F.; Taib M.N.; Ali N.A.M.; Tajuddin S.N.
Published: (2017)

Development of web application for agarwood oil quality discriminator in virtualization platform
by: Abas M.A.H.; Zubir N.S.A.; Ismail N.; Ali N.A.M.; Rahiman M.H.F.; Yassin A.I.M.; Tajuddin S.N.; Taib M.N.
Published: (2017)

Unraveling the Drivers of Artificial Intelligence (AI) Adoption in Higher Education
by: Rodzi Z.M.; Rahman A.A.; Razali I.N.; Nazri I.S.M.; Abd Gani A.F.
Published: (2023)

Optimizing Performance and Energy Efficiency of Agarwood Hydro Distillation Pot Through Various PID Control
by: Mohammad N.N.; Fatah M.T.A.; Rahiman M.H.F.; Hambali N.
Published: (2024)

The effect of enzymatic pre-treatment in agarwood oil extraction
by: Rahim A.F.A.; Kadri A.; Harun N.M.
Published: (2019)

A Critical Understanding of Integrated Artificial Intelligence Techniques for the Healthcare Prediction System
by: Rao M.S.; Umamaheswaran S.K.; Sattaru N.C.; Abdullah K.H.; Pandey U.K.; Biban L.
Published: (2022)

Dataset for five recent years (2019 – 2023) agarwood essential oil research trends: A bibliometric analysis
by: Yusoff Z.M.; Ismail N.; Nordin S.A.
Published: (2024)

KNN Euclidean Distance Model Performance on Aquilaria Malaccensis Oil Qualities
by: Amidon A.F.M.; Yusoff Z.M.; Ismail N.; Almisreb A.A.; Taib M.N.
Published: (2025)

Agarwood oil quality classification using cascade-forward neural network
by: Aziz M.A.A.; Ismail N.; Yassin I.M.; Zabidi A.; Ali M.S.A.M.
Published: (2016)

Differentiation of Agarwood oil quality using Support Vector Machine (SVM)
by: Jantan H.; Yassin I.M.; Zabidi A.; Ismail N.; Ali M.S.A.M.
Published: (2017)

Implementation of artificial intelligence for prediction performance of solar thermal system
by: Sufian M.D.I.M.; Salim N.A.; Mohamad H.; Yasin Z.M.
Published: (2022)

Intelligent Tutoring System: Learning Math for 6th-Grade Primary School Students
by: King C.L.; Vincent; Kelvin; Warnars H.L.H.S.; Nordin N.; Utomo W.H.
Published: (2021)

The Importance of Artificial Intelligence in Green Innovation
by: Lawati E.H.A.; Ali M.A.M.; Tahir N.M.
Published: (2024)

Photogrammetric grading of oil palm fresh fruit bunches
by: Jaffar A.; Jaafar R.; Jamil N.; Low C.Y.; Abdullah B.
Published: (2009)

Intelligent Facial Expression Generation Method Based on Artificial Intelligence
by: Wang K.; Chen J.; Bakar S.A.B.S.A.
Published: (2024)

Identification of odor components of agarwood
by: Mohamad Ali N.A.; Ismail N.; Jamil M.; Aziz A.; Lias S.; Fazalul Rahiman M.H.; Tai M.N.
Published: (2015)

EmbryoSys: An Intelligence-Web-based In Vitro Fertilization (IVF) Embryo Tracking & Grading System
by: Darus R.; Yusuf U.K.; Yu S.J.; Isa I.S.; Zain M.M.; Fauzi N.A.
Published: (2023)

k-nearest neighbor modelling of agarwood oil samples available in capital of Malaysia market
by: Abd Latib E.H.; Ismail N.; Tajuddin S.N.; Jamil J.; Mohd Yusoff Z.
Published: (2022)