Pattern classifier of chemical compounds in different qualities of agarwood oil parameter using scale conjugate gradient algorithm in MLP
This paper presents the modelling of agarwood oil (AO) significant compounds by different qualities using Scaled Conjugate Gradient (SCG) algorithm. This technique involved of data collection from Gas Chromatography-Mass Spectrometry (GC-MS) for compound extraction. The development of Multilayer per...
| Main Authors: | Nurul Shakila, Ahmad Zubir, Mohamad Aqib Haqmi, Abas, Ismail, N. A., Nor Azah, Mohd Ali, Mohd Hezri Fazalul, Rahiman, Ng, K. M., Mohd Nasir, Taib, Saiful Nizam, Tajuddin |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
IEEE
2017
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/28993/ http://umpir.ump.edu.my/id/eprint/28993/1/Pattern%20classifier%20of%20chemical%20compounds%20in%20different%20qualities%20.pdf http://umpir.ump.edu.my/id/eprint/28993/2/Pattern%20classifier%20of%20chemical%20compounds%20in%20different%20qualities_FULL.pdf |
Similar Items
Statistical Analysis of Agarwood Oil Compounds In Discriminating the Quality of Agarwood Oil
by: N. S. A., Zubir, et al.
Published: (2017)
by: N. S. A., Zubir, et al.
Published: (2017)
Agarwood Oil Quality Classifier Using Machine Learning
by: M. A., Abas, et al.
Published: (2017)
by: M. A., Abas, et al.
Published: (2017)
Development of web application for agarwood oil quality discriminator in virtualization platform
by: Mohamad Aqib Haqmi, Abas, et al.
Published: (2017)
by: Mohamad Aqib Haqmi, Abas, et al.
Published: (2017)
Analysis of algorithms variation in multilayer perceptron neural network for agarwood oil qualities classification
by: Nurul Shakila, Ahmad Zubir, et al.
Published: (2017)
by: Nurul Shakila, Ahmad Zubir, et al.
Published: (2017)
Major Volatile Chemical Compounds of Agarwood Oils From Malaysia Based On Z-Score Technique
by: Nurlaila, Ismail, et al.
Published: (2015)
by: Nurlaila, Ismail, et al.
Published: (2015)
Identification of Significant Compounds of Agarwood Incense Smoke Different Qualities using Z-Score
by: Nurlaila, Ismail, et al.
Published: (2015)
by: Nurlaila, Ismail, et al.
Published: (2015)
Analysis Of High Quality Agarwood Oil Chemical Compounds By Means Of Spme/Gc-Ms And Z-Score Technique
by: Saiful Nizam, Tajuddin, et al.
Published: (2013)
by: Saiful Nizam, Tajuddin, et al.
Published: (2013)
Analysis of agarwood smoke chemical compounds using solvent trap, GC-FID and GC-M
by: Nurlaila, Ismail, et al.
Published: (2017)
by: Nurlaila, Ismail, et al.
Published: (2017)
Analysis of Chemical Compounds of Agarwood Oil based on Headspace-Solid Phase Microextraction combined with Gas Chromatography Mass-Spectrometry
by: Nurlaila, Ismail, et al.
Published: (2013)
by: Nurlaila, Ismail, et al.
Published: (2013)
Application of ANN in Agarwood Oil Grade Classification
by: Saiful Nizam, Tajuddin, et al.
Published: (2014)
by: Saiful Nizam, Tajuddin, et al.
Published: (2014)
Quadratic tuned kernel parameter in non-linear support vector machine (SVM) for agarwood oil compounds quality classification
by: Muhamad Addin Akmal, Mohd Raif, et al.
Published: (2019)
by: Muhamad Addin Akmal, Mohd Raif, et al.
Published: (2019)
Differentiating Agarwood Oil Quality Using Artificial Neural Network
by: Saiful Nizam, Tajuddin, et al.
Published: (2013)
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)
by: Nurlaila, Ismail, et al.
Published: (2014)
Classification of the Quality of Agarwood Oils from Malaysia using Z-Score Technique
by: Nurlaila, Ismail, et al.
Published: (2013)
by: Nurlaila, Ismail, et al.
Published: (2013)
Direct Thermal Desorption (DTD) Extraction for Different Qualities of Agarwood Incense Analysis
by: Nurlaila, Ismail, et al.
Published: (2016)
by: Nurlaila, Ismail, et al.
Published: (2016)
Evaluation of energy consumption in small-scale agarwood distillation pot based on averaged control signal simulation
by: Nurul Nadia, Mohammad, et al.
Published: (2017)
by: Nurul Nadia, Mohammad, et al.
Published: (2017)
Analysis of Aroma Profile of Agarwood Incense Smoke by SPME and GCFID Combined with GC-MS
by: Nurlaila, Ismail, et al.
Published: (2015)
by: Nurlaila, Ismail, et al.
Published: (2015)
Determination of substantial chemical compounds of agarwood oil for quality grading
by: Mohamad Hushnie, Haron, et al.
Published: (2020)
by: Mohamad Hushnie, Haron, et al.
Published: (2020)
Observation on SPME different headspace fiber coupled with GC-MS in extracting high quality agarwood chipwood
by: Nurlaila, Ismail, et al.
Published: (2016)
by: Nurlaila, Ismail, et al.
Published: (2016)
Analysis on agarwood vapour using headspace volatile DVB-CAR-PDMS SPME with different sampling time
by: Nurlaila, Ismail, et al.
Published: (2017)
by: Nurlaila, Ismail, et al.
Published: (2017)
Determination of agarwood oil’s significant chemical compounds using principal component analysis
by: Mohamad Hushnie, Haron, et al.
Published: (2020)
by: Mohamad Hushnie, Haron, et al.
Published: (2020)
A study on ann performance towards three significant compounds of high quality agarwood oil
by: Noratikah Zawani, Mahabob, et al.
Published: (2022)
by: Noratikah Zawani, Mahabob, et al.
Published: (2022)
Investigation of Common Compounds in High Grade and Low Grade Aquilaria Malaccensis using Correlation Analysis
by: Nurlaila, Ismail, et al.
Published: (2012)
by: Nurlaila, Ismail, et al.
Published: (2012)
Characterization of agarwood incense using gas chromatography – mass spectrometry (GC-MS) coupled with solid phase micro extraction (SPME) and gas chromatography - flame ionization detector (GC-FID) / Nurlaila Ismail … [et al.]
by: Ismail, Nurlaila, et al.
Published: (2015)
by: Ismail, Nurlaila, et al.
Published: (2015)
Grading of agarwood oil quality based on its chemical compounds using self organizing map (SOM)
by: Mohamad Hushnie, Haron, et al.
Published: (2020)
by: Mohamad Hushnie, Haron, et al.
Published: (2020)
Stepwise regression of agarwood oil significant chemical compounds into four quality differentiation
by: Siti Mariatul Hazwa, Mohd Huzir, et al.
Published: (2023)
by: Siti Mariatul Hazwa, Mohd Huzir, et al.
Published: (2023)
Gas Chromatography Analysis of Artificially Inoculated Agarwood Compounds Related to High Quality Agarwood from Malaysia Plantation
by: Sufihana, Yusof, et al.
Published: (2018)
by: Sufihana, Yusof, et al.
Published: (2018)
Quadratic cost flow and the conjugate gradient method
by: Sun, Jie, et al.
Published: (2005)
by: Sun, Jie, et al.
Published: (2005)
Stability Analysis Of Continuous
Conjugate Gradient Method
by: Harun, Nurzalina
Published: (2008)
by: Harun, Nurzalina
Published: (2008)
Agarwood essential oil revolution
by: Saiful Nizam, Tajuddin
Published: (2014)
by: Saiful Nizam, Tajuddin
Published: (2014)
Statistical analysis of agarwood oil chemical compound exists in four species of aquilaria
by: Amir Hussairi, Zaidi, et al.
by: Amir Hussairi, Zaidi, et al.
King of Scents - Agarwood
by: Saiful Nizam, Tajuddin, et al.
Published: (2019)
by: Saiful Nizam, Tajuddin, et al.
Published: (2019)
Wood texture detection with conjugate gradient neural network algorithm
by: Widyarto, Setyawan, et al.
Published: (2017)
by: Widyarto, Setyawan, et al.
Published: (2017)
Diagonal preconditioned conjugate gradient algorithm for unconstrained optimization
by: Ng, Choong Boon, et al.
Published: (2014)
by: Ng, Choong Boon, et al.
Published: (2014)
The sufficient descent condition of nonlinear conjugate gradient method
by: Basri, Sri Mazzura, et al.
Published: (2018)
by: Basri, Sri Mazzura, et al.
Published: (2018)
The conjugate gradient method for the adjustment of cadastral data in GIS
by: Buyong, Taher, et al.
Published: (2001)
by: Buyong, Taher, et al.
Published: (2001)
A scaled three-term conjugate gradient method for unconstrained optimization
by: Arzuka, Ibrahim, et al.
Published: (2016)
by: Arzuka, Ibrahim, et al.
Published: (2016)
Boxplot analysis of 4 grade agarwood essential oil for various grades
by: Anis Hazirah ‘Izzati H., Al-Hadi, et al.
Published: (2023)
by: Anis Hazirah ‘Izzati H., Al-Hadi, et al.
Published: (2023)
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)
by: Noor Syafina, Mahamad Jainalabidin, et al.
Published: (2022)
Refined Isogeometric Analysis for a preconditioned conjugate gradient solver
by: Garcia, D., et al.
Published: (2018)
by: Garcia, D., et al.
Published: (2018)
Similar Items
-
Statistical Analysis of Agarwood Oil Compounds In Discriminating the Quality of Agarwood Oil
by: N. S. A., Zubir, et al.
Published: (2017) -
Agarwood Oil Quality Classifier Using Machine Learning
by: M. A., Abas, et al.
Published: (2017) -
Development of web application for agarwood oil quality discriminator in virtualization platform
by: Mohamad Aqib Haqmi, Abas, et al.
Published: (2017) -
Analysis of algorithms variation in multilayer perceptron neural network for agarwood oil qualities classification
by: Nurul Shakila, Ahmad Zubir, et al.
Published: (2017) -
Major Volatile Chemical Compounds of Agarwood Oils From Malaysia Based On Z-Score Technique
by: Nurlaila, Ismail, et al.
Published: (2015)