Stepwise regression of agarwood oil significant chemical compounds into four quality differentiation

QR Code

Stepwise regression of agarwood oil significant chemical compounds into four quality differentiation

This paper gives precise summary on the application of stepwise regression model based upon the pre-process analysis of boxplot for four chemical compounds into four different qualities of agarwood oil. In the global market, agarwood oil is acknowledged as a pricey and valuable nature product owing...

Full description

Bibliographic Details
Main Authors:	Siti Mariatul Hazwa, Mohd Huzir, Aqib Fawwaz, Mohd Amidon, Anis Hazirah Izzati, Hasnu Al-Hadi, Anis Hazirah Izzati Hasnu, Al-Hadi, Nurlaila, Ismail, Zakiah, Mohd Yusoff, Saiful Nizam, Tajuddin, Mohd Nasir, Taib
Format:	Article
Language:	English
Published:	Institute of Advanced Engineering and Science 2023
Subjects:	HD28 Management. Industrial Management Q Science (General) T Technology (General)
Online Access:	http://umpir.ump.edu.my/id/eprint/38110/ http://umpir.ump.edu.my/id/eprint/38110/1/Stepwise%20regression%20of%20agarwood%20oil%20significant%20chemical.pdf

Similar Items

Preliminary study on agarwood essential oil and its classification techniques using machine learning
by: Anis Hazirah Izzati Hasnu, Al-Hadi, et al.
Published: (2023)

Boxplot analysis of 4 grade agarwood essential oil for various grades
by: Anis Hazirah ‘Izzati H., Al-Hadi, et al.
Published: (2023)

A study on ann performance towards three significant compounds of high quality agarwood oil
by: Noratikah Zawani, Mahabob, et al.
Published: (2022)

The capabilities of Multiclass Support Vector Machine (MSVM) training algorithms in grading agarwood essential oil
by: Anis Hazirah ‘Izzati H., Al-Hadi, et al.
Published: (2024)

Statistical analysis of high grade samples from four grades Aquilaria Malaccensis oil
by: Anis Hazirah ‘Izzati H., Al-Hadi, et al.
Published: (2022)

Statistical analysis of agarwood oil chemical compound exists in four species of aquilaria
by: Amir Hussairi, Zaidi, et al.

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: Siti Mariatul Hazwa, Mohd Huzir, et al.
Published: (2024)

The k-nearest neighbor modelling by varying Mahalanobis and correlation in distance metric for agarwood oil quality classification
by: Noor Syafina, Mahamad Jainalabidin, et al.
Published: (2022)

Agarwood oil quality identification using artificial neural network modelling for five grades
by: Siti Mariatul Hazwa, Mohd Huzir, et al.
Published: (2024)

Stepwise regression for kenaf reinforced polypropylene composite
by: Muhammad, Noryani, et al.
Published: (2018)

The determination of regression relationships using stepwise regression techniques
by: Payne, D. John
Published: (1973)

Determination of agarwood oil’s significant chemical compounds using principal component analysis
by: Mohamad Hushnie, Haron, et al.
Published: (2020)

ANN modelling of agarwood oil significant chemical compounds for quality discrimination / Nurlaila Ismail
by: Ismail, Nurlaila
Published: (2015)

ANN modelling of agarwood oil significant chemical compounds for quality discrimination / Nurlaila Ismail
by: Ismail, Nurlaila
Published: (2014)

Identification of Significant Compounds of Agarwood Incense Smoke Different Qualities using Z-Score
by: Nurlaila, Ismail, et al.
Published: (2015)

Material selection of natural fibre using a stepwise regression model with error analysis
by: Noryani, Muhammad, et al.
Published: (2019)

Kesan Rawatan Haba Terhadap Sifat Kenyal Kaca Ternari Mgcl2.Zno.P2o5 dan Mgcl2.Zno B202.
by: Zakaria, Hasnu
Published: (2005)

Preparation, characterisation and release of carvacrol encapsulated in gellan hydrogel and chitosan nanoparticles for antibacterial application
by: Hasnu, Norafida
Published: (2017)

The influence of salary, working environment, and workload on academician's job satisfaction
by: Hazirah Izzati, Samsul Kahar
Published: (2025)

A stepwise based fuzzy regression procedure for developing customer preference models in new product development
by: Chan, Kit Yan, et al.
Published: (2015)

Comparison between ANN and multiple linear regression models for prediction of warranty cost
by: Darmawan, Mohd Faaizie, et al.
Published: (2018)

k-nearest neighbor modelling of agarwood oil samples available in capital of Malaysia market
by: Erny Haslina, Abd Latib, et al.
Published: (2022)

Precise classification of five grades aquilaria malaccensis essential oil: Multiclass support vector machine utilizing pattern graphical representation on a two-dimensional graph
by: Anis Hazirah ‘Izzati H., Al-Hadi, et al.
Published: (2024)

Development of web application for agarwood oil quality discriminator in virtualization platform
by: Mohamad Aqib Haqmi, Abas, et al.
Published: (2017)

Equation modeling of Sembulan River , Sabah , as a case study using backward stepwise multiple linear regression
by: Rita Sundari,, et al.
Published: (2006)

Application of ANN in Agarwood Oil Grade Classification
by: Saiful Nizam, Tajuddin, et al.
Published: (2014)

Synbion and United Agarwood Planters, Inc. seal agreement to develop the Agarwood industry with new discovery products
by: Naqiah, Puaad
Published: (2024)

Analysis of stepwise expression of sake fermentation broth
by: Fukuyama, Ryo, et al.
Published: (2015)

Stepwise evolution of Elk-1 in early deuterostomes
by: Saxton, Janice, et al.
Published: (2016)

On the performance of stepwise selection method in the presence of outliner
by: Fitrianto, Anwar, et al.
Published: (2013)

Determination of substantial chemical compounds of agarwood oil for quality grading
by: Mohamad Hushnie, Haron, et al.
Published: (2020)

Implementation of a logistic map to calculate the bits required for digital image steganography using the least significant bit (LSB) method
by: Al Maki, Wikky Fawwaz, et al.
Published: (2023)

Differentiating Agarwood Oil Quality Using Artificial Neural Network
by: Saiful Nizam, Tajuddin, et al.
Published: (2013)

A Review Study of Agarwood Oil and Its Quality Analysis
by: Nurlaila, Ismail, et al.
Published: (2014)

Interpersonal conflicts and its management in information system development at Kerteh Integrated Petrochemical Complex (KIPC) Kerteh, Terengganu
by: Huzir Sulaiman,
Published: (2006)

A study on training factors and its impact on training effectiveness towards technical workers in Majlis Perbandaran Johor Bahru Tengah / Nur Hazirah Mohd Sapuan
by: Mohd Sapuan, Nur Hazirah
Published: (2014)

Statistical significance of rank regression
by: Rana, Sohel, et al.
Published: (2013)

Direct Thermal Desorption (DTD) Extraction for Different Qualities of Agarwood Incense Analysis
by: Nurlaila, Ismail, et al.
Published: (2016)

Studies on Heavy Metal Accumulations in Green-Lipped Mussel Perna viridis from Malaysia by Using Multiple Linear Stepwise Regression Analysis
by: Yap, Chee Kong, et al.
Published: (2003)

Relationships of distribution of macrobenthic invertebrates and the physico-chemical parameters from Semenyih River by using correlation and multiple linear stepwise regression analyses
by: Yap, Chee Kong, et al.
Published: (2011)