Simulated annealing for SVM parameters optimization in student's performance prediction

EA Mahareek, AS Desuky, HA El-Zhni - Bulletin of Electrical Engineering …, 2021 - beei.org
High education is an important and critical part of education all over the world. In last year,
the world has been turned increasingly to online education due to the outbreak of the Covid …

The grading of agarwood oil quality based on multiclass support vector machine (MSVM) model

AFM Amidon, NZ Mahabob… - 2022 IEEE 18th …, 2022 - ieeexplore.ieee.org
Agarwood oil is one of the most valued oils among the world's peoples, which contributes to
its ever-increasing demand. It has a variety of advantages and applications, including the …

[PDF][PDF] A preliminary study on the intelligent model of k-nearest neighbor for agarwood oil quality grading

S Huzir, NZ Mahabob, AFM Amidon… - Indonesian Journal of …, 2022 - academia.edu
Essential oils extracted from trees has various usages like perfumes, incense, aromatherapy
and traditional medicine which increase their popularity in global market. In Malaysia, the …

[PDF][PDF] A novel application of artificial neural network for classifying agarwood essential oil quality

NZ Mahabob, ZM Yusoff, AFM Amidon… - International Journal of …, 2022 - academia.edu
This work studies the agarwood oil classification into high and low quality by using two
different techniques. Initially, the Forest Research Institute Malaysia (FRIM) and Universiti …

Agarwood oil quality grading using OVO multiclass support vector machine

AFM Amidon, NZ Mahabob, MH Haron… - … and Data Sciences …, 2021 - ieeexplore.ieee.org
When heard about agarwood oil, it is very familiar with world community because of its
beneficial. Unfortunately, there is no any standard grading model of agarwood oil was …

[PDF][PDF] Modeling of agarwood oil compounds based on linear regression and ANN for oil quality classification

NZ Mahabob, ZM Yusoff, AFM Amidon… - International Journal of …, 2021 - academia.edu
Agarwood oil is in increasing demand in Malaysia throughout the world for use in incense,
traditional medicine, and perfumes. However, there is still no standardized grading method …

Optimizing Performance and Energy Efficiency of Agarwood Hydro Distillation Pot Through Various PID Control

NN Mohammad, MTA Fatah… - 2024 IEEE 15th …, 2024 - ieeexplore.ieee.org
Optimising agarwood using hydro distillation may have a significant impact on energy
consumption and production since it is a crucial process for obtaining valuable aromatic …

[PDF][PDF] MSVM modelling on agarwood oil various qualities classification

AFM Amidon, NZ Mahabob, SMHM Huzir… - J. Electr. Electron. Syst …, 2022 - academia.edu
The aroma of agarwood oil is frequently connected with wealth and prestige. Because of its
aroma, the oil is in great demand all over the world. Unfortunately, no standard method for …

Comparison of ANN performance towards agarwood oil compounds pre-processing based on principal component analysis (PCA) and stepwise regression selection …

NZ Mahabob, AF Mohd Amidon… - Journal of Electrical …, 2021 - ir.uitm.edu.my
This paper presents the performance of Artificial Neural Network (ANN) application towards
the agar wood oil quality classification. The works involved the uses of agarwood oil …

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

AFM Amidon, S Huzir, ZM Yusoff, N Ismail… - Indones. J. Electr. Eng …, 2022 - academia.edu
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 …