Enhancing NARX Neural Network for Agarwood Oil Grading: A Study on Resilient Backpropagation Training Method

QR Code

Enhancing NARX Neural Network for Agarwood Oil Grading: A Study on Resilient Backpropagation Training Method

Agarwood oil, renowned both locally and internationally, is valued for its applications in perfumes, incense, and traditional medicine. However, it remains difficult to grade accurately due to a lack of precise methods. In the present study, data were obtained from the Forest Research Institute Mala...

书目详细资料
发表在:	2024 IEEE 22nd Student Conference on Research and Development, SCOReD 2024
主要作者:	2-s2.0-85219574293
格式:	Conference paper
语言:	English
出版:	Institute of Electrical and Electronics Engineers Inc. 2024
在线阅读:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85219574293&doi=10.1109%2fSCOReD64708.2024.10872669&partnerID=40&md5=a12942c5e55a80862cde50fd46b0c63e

相似书籍

The significance of artificial intelligent technique in classifying various grades of agarwood oil
由: 2-s2.0-85141886701
出版: (2023)

A preliminary study on the intelligent model of k-nearest neighbor for agarwood oil quality grading
由: 2-s2.0-85136117777
出版: (2022)

The grading of agarwood oil quality using k-Nearest Neighbor (k-NN)
由: 2-s2.0-84897779629
出版: (2013)

Flood prediction using NARX neural network and EKF prediction technique: A comparative study
由: 2-s2.0-84891096883
出版: (2013)

Comparison of Different Kernel Parameters using Support Vector Machine for Agarwood Oil Grading
由: 2-s2.0-85112521426
出版: (2021)

Killer whale-backpropagation (KW-BP) algorithm for accuracy improvement of neural network forecasting models on energy-efficient data
由: 2-s2.0-85073501111
出版: (2019)

Palm oil fresh fruit bunch ripeness grading recognition using convolutional neural network
由: 2-s2.0-85054495204
出版: (2018)

Analysis of distance metric variations in KNN for agarwood oil compounds differentiation
由: 2-s2.0-85050690023
出版: (2017)

Stepwise regression of agarwood oil significant chemical compounds into four quality differentiation
由: 2-s2.0-85143276211
出版: (2023)

Enhancing Plant Resilience to Abiotic Stress: The Power of Biostimulants
由: Lau S.-E.; Lim L.W.T.; Hamdan M.F.; Chan C.; Saidi N.B.; Ong-Abdullah J.; Tan B.C.
出版: (2025)

Prediction of Electromagnetic Properties Using Artificial Neural Networks for Oil Recovery Factors
由: 2-s2.0-85152886016
出版: (2023)

Particle Swarm Optimization for NARX-ANN Baseline Energy Modelling in Educational Buildings
由: Mustapa R.F.; Dahlan N.Y.; Yassin I.M.; Hamizah Mohd Nordin A.; Mahadan M.E.; Mohamad S.
出版: (2019)

Enhancement of Malaysian structural timber grading using dielectric sensor
由: 2-s2.0-84944749870
出版: (2003)

Predictive Modelling Insights with Interpretable NARX - LIME for Geomagnetic Disturbance-Storm-Time Index
由: Mazlan, et al.
出版: (2024)

Free and Unfree Weed Classification in Young Palm Oil Crops Using Artificial Neural Network
由: 2-s2.0-85174485337
出版: (2023)

Classification of nutrient deficiency in oil palms from leaf images using convolutional neural network
由: 2-s2.0-85136305765
出版: (2022)

Future daily PM10 concentrations prediction by combining regression models and feedforward backpropagation models with principle component analysis (PCA)
由: 2-s2.0-84879735938
出版: (2013)

The effect of network depth in neural network for human gait cycle prediction
由: 2-s2.0-85166760836
出版: (2023)

CHEMFET response for supervised learning of neural network
由: Abdullah W.F.H.; Othman M.; Ali M.A.M.
出版: (2009)

Investigation of RGB to HSI Conversion Methods for Early Plant Disease Detection Using Hierarchical Synthesis Convolutional Neural Networks
由: 2-s2.0-85130556314
出版: (2022)

Comparative analysis of deep neural network architectures for renewable energy forecasting: enhancing accuracy with meteorological and time-based features
由: Khan, et al.
出版: (2024)

Comparative analysis of deep neural network architectures for renewable energy forecasting: enhancing accuracy with meteorological and time-based features
由: Khan S.; Mazhar T.; Khan M.A.; Shahzad T.; Ahmad W.; Bibi A.; Saeed M.M.; Hamam H.
出版: (2024)

Pneumonia Detection System Using Convolutional Neural Network
由: Izzat M.F.; Sa'dan S.'.; Bahrin U.F.M.; Ishak S.N.H.; Yasin S.N.S.; Ibrahim N.; Nor M.
出版: (2024)

Emotion Recognition Using Convolutional Neural Network (CNN)
由: 2-s2.0-85111988755
出版: (2021)

Classification of Starfruit Ripeness using Neural Network Technique
由: 2-s2.0-85093840271
出版: (2020)

Effects of Endurance Training Methods and Mental Toughness on VO2max
由: 2-s2.0-85184670180
出版: (2024)

Optimizing Performance and Energy Efficiency of Agarwood Hydro Distillation Pot through Various PID Control
由: Mohammad, et al.
出版: (2024)

Estimating the incidence of spontaneous breathing effort of mechanically ventilated patients using a non-linear auto regressive (NARX) model
由: Zainol N.M.; Damanhuri N.S.; Othman N.A.; Chiew Y.S.; Nor M.B.M.; Muhammad Z.; Chase J.G.
出版: (2022)

Ocular Disease Recognition System Using Convolutional Neural Network
由: Fauzi, et al.
出版: (2024)

Results of fitted neural network models on Malaysian aggregate dataset
由: Ghani N.A.M.; Kamaruddin S.B.A.; Musirin I.; Hashim H.
出版: (2018)

Neural network diagnostic system for dengue patients risk classification
由: Faisal T.; Taib M.N.; Ibrahim F.
出版: (2012)

Classification of Diabetic Retinopathy Disease Using Convolutional Neural Network
由: 2-s2.0-85130573222
出版: (2022)

Deep convolution neural network for crack detection on asphalt pavement
由: 2-s2.0-85077790231
出版: (2019)

Predicting fraudulent financial reporting using artificial neural network
由: 2-s2.0-85019490600
出版: (2017)

A neural network students' performance prediction model (NNSPPM)
由: 2-s2.0-84894188408
出版: (2013)

Fabrication of functionally graded open-cell Aluminium foam using Graded NaCl in infiltration casting
由: Azizan M.A.; Salleh N.A.M.; Ismail M.H.; Natarajan V.D.
出版: (2018)

Artificial Neural Network-Salp-Swarm Algorithm for Stock Price Prediction
由: Mustaffa Z.; Sulaiman M.H.; Aziz A.A.
出版: (2024)

Automated Receipt Scanning Using Convolutional Recurrent Neural Network (CRNN)
由: 2-s2.0-85219565154
出版: (2024)

Analysis of Photovoltaic Cell Defect Classification Using Residual Neural Network
由: 2-s2.0-85219521304
出版: (2024)

Optimization of identifying insulinaemic pharmacokinetic parameters using artificial neural network
由: 2-s2.0-85159168327
出版: (2023)