Agarwood oil quality classification using cascade-forward neural network

QR Code

Agarwood oil quality classification using cascade-forward neural network

Agarwood, also known as Gaharu in Malaysia, is a fragrant and valuable international commodity harvested from Aquilaria and Gyrinops tree species. The quality of agarwood depends on many factors, such as the quality of its wood resin, smell and origin. Current methods for determining its quality rel...

Full description

Bibliographic Details
Published in:	Proceedings - 2015 6th IEEE Control and System Graduate Research Colloquium, ICSGRC 2015
Main Author:	Aziz M.A.A.; Ismail N.; Yassin I.M.; Zabidi A.; Ali M.S.A.M.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2016
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-84964547480&doi=10.1109%2fICSGRC.2015.7412475&partnerID=40&md5=c7b1fbdc6eee83f1305a602bafb4f452

Similar Items

Comparison between cascade forward and multi-layer perceptron neural networks for NARX functional electrical stimulation (FES)-based muscle model
by: Yassin I.M.; Jailani R.; Ali M.S.A.M.; Baharom R.; Hassan A.H.A.; Rizman Z.I.
Published: (2017)

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)

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)

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)

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)

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

Classification of infant cries with asphyxia using multilayer perceptron neural network
by: Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Published: (2010)

Classification of infant cries with hypothyroidism using multilayer perceptron neural network
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2009)

Human posture recognition using android smartphone and artificial neural network
by: Idris M.I.; Zabidi A.; Yassin I.M.; Ali M.S.A.M.
Published: (2016)

The effect of F-ratio in the classification of asphyxiated infant cries using multilayer perceptron neural network
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2010)

Classification of Parkinson's disease based on Multilayer Perceptrons Neural Network
by: Bakar Z.A.; Tahir N.M.; Yassin I.M.
Published: (2010)

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)

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)

Artificial Neural Network non-linear auto regressive moving average (NARMA) model for internet traffic prediction
by: Sahrani M.N.; Zan M.M.M.; Yassin I.M.; Zabidi A.; Ali M.S.A.M.
Published: (2017)

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)

Motorcycle detection using deep learning convolution neural network
by: Ismail F.N.; Yassin I.M.; Ahmad A.; Ali M.S.A.M.; Baharom R.
Published: (2020)

Fast region convolutional neural network lane and road defect detection for autonomous vehicle application
by: Zulkifli N.; Laili M.A.I.; Saadon S.N.M.; Ahmad A.; Zabidi A.; Yassin I.M.; Zaman F.H.K.; Ali M.S.A.M.; Taib M.N.
Published: (2019)

Classification of thumbprint using Artificial Neural Network (ANN)
by: Naim N.F.; Yassin A.I.M.; Zakaria N.B.; Wahab N.A.
Published: (2011)

Series-cascaded ring resonators for compact microwave filter with high rejection
by: Mohd Salleh M.K.; Yassin I.M.; Baharom R.; Hamzah M.K.; Prigent G.
Published: (2010)

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)

Classification of frontal EEG signals of normal subjects to differentiate gender by using Artificial Neural Network
by: Ghani S.A.; Zaini N.; Norhazman H.; Yassin I.M.; Sani M.M.
Published: (2017)

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)

Drone Detection and Classification using Passive Forward Scattering Radar
by: Mamat M.A.C.; Aziz N.H.A.
Published: (2022)

Classification of intelligence quotient via brainwave sub-band power ratio features and artificial neural network
by: Jahidin A.H.; Megat Ali M.S.A.; Taib M.N.; Tahir N.; Yassin I.M.; Lias S.
Published: (2014)

Lightweight Generative Adversarial Network Fundus Image Synthesis
by: Aziz N.A.; Sulaiman M.A.H.; Zabidi A.; Yassin I.M.; Ali M.S.A.M.; Rizman Z.I.
Published: (2022)

Classification of Kolb's learning styles using EEG sub-band spectral centroid frequencies and artificial neural network
by: Ali M.M.; Jahidin A.H.; Taib M.N.; Tahir N.M.; Yassin I.M.
Published: (2016)

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)

A Comparative Study on Human Movement Classification Using Wi-Fi Based Passive Forward Scattering Radar
by: Nasarudin M.N.F.; Razali H.; Ismail N.N.; Zakaria N.A.Z.; Alnaeb A.; Ali M.S.A.M.; Rashid N.E.A.
Published: (2023)

Precision Education Reviews: A Case Study on Predicting Student's Performance using Feed Forward Neural Network
by: Yusof M.H.M.; Khalid I.A.
Published: (2021)

Predicting Transformer Health Indices Through Oil Quality Parameters with Artificial Neural Networks (ANN)
by: Abd Aziz A.M.; Azmi M.A.; Izwan Mohd Supian M.F.; Talib M.A.; Abidin A.F.; Al Junid S.A.M.
Published: (2023)

Statistical analysis of Parkinson disease gait classification using artificial neural network
by: Manap H.H.; Md Tahir N.; Yassin A.I.M.
Published: (2011)

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)

Identification of essential oil extraction system using Radial Basis Function (RBF) Neural Network
by: Yunan I.; Yassin I.M.; Adnan S.F.S.; Rahiman M.H.F.
Published: (2012)

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)

Free and Unfree Weed Classification in Young Palm Oil Crops Using Artificial Neural Network
by: Jopony S.T.M.; Ahmad F.; Osman M.K.; Idris M.; Yahaya S.Z.; Daud K.; Ismail A.P.; Ibrahim A.H.; Soh Z.H.C.
Published: (2023)

Illegal Logging Vehicle Detection and Classification in Forward Scatter Radar
by: Rashid N.E.A.; Khan Z.I.; Shariff K.K.M.; Zakaria N.A.Z.; Hussin M.F.; Rahim S.A.E.A.
Published: (2021)

Analysis On Drone Detection and Classification in LTE-Based Passive Forward Scattering Radar System
by: Aziz N.H.A.; Fodzi M.H.M.; Shariff K.K.M.; Haron M.A.
Published: (2023)

Plant Leaf Classification Using Convolutional Neural Network
by: Othman N.A.; Damanhuri N.S.; Ali N.M.; Chiew Meng B.C.; Abd Samat A.A.
Published: (2022)

Classification of Starfruit Ripeness using Neural Network Technique
by: Ahmad K.A.; Abdullah N.; Osman M.K.; Sulaiman S.N.; Abdullah M.F.; Hussain Z.
Published: (2020)

Three-dimensional particle swam optimisation of Mel Frequency Cepstrum Coefficient computation and multilayer perceptron neural network for classifying asphyxiated infant cry
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2011)