The quadriceps muscle of knee joint modelling Using Hybrid Particle Swarm Optimization-Neural Network (PSO-NN)

QR Code

The quadriceps muscle of knee joint modelling Using Hybrid Particle Swarm Optimization-Neural Network (PSO-NN)

Neural framework has for quite a while been known for its ability to handle a complex nonlinear system without a logical model and can learn refined nonlinear associations gives. Theoretically, the most surely understood computation to set up the framework is the backpropagation (BP) count which rel...

Full description

Bibliographic Details
Published in:	Journal of Physics: Conference Series
Main Author:	Kamaruddin S.B.A.; Tolos S.M.; Hee P.C.; Ghani N.A.M.; Ramli N.M.; Nasir N.B.M.; Kader B.S.B.K.; Huq M.S.
Format:	Conference paper
Language:	English
Published:	Institute of Physics Publishing 2017
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018779590&doi=10.1088%2f1742-6596%2f819%2f1%2f012029&partnerID=40&md5=5c311b31defb71d16ccda94c4487893f

Similar Items

The quadriceps muscle of knee joint modelling using neural network approach: Part 1
by: Ghani N.A.M.; Kamaruddin S.B.A.; Ramli N.M.; Nasir N.B.M.; Kader B.S.B.K.; Huq M.S.
Published: (2017)

The quadriceps muscle of knee joint modelling using neural network approach: Part 2
by: Ahmad Kamaruddin S.B.; Md Ghani N.A.; Mohamed Ramli N.; Mohamed Nasir N.B.; Kader B.S.B.K.; Huq M.S.
Published: (2017)

Particle Swarm Optimization (PSO) Model for Hydroponics pH Control System
by: Saaid M.F.; Yassin A.I.M.; Tahir N.M.
Published: (2021)

Neural Network (NN), Perturb and Observe (PO), and Hybrid NN-PO for MPPT Controller in PV System
by: Bin Lokman Fikry A.S.; Saaidin S.; Sulaiman N.; Kutty S.B.; Kassim M.
Published: (2024)

Optimal Charging Coordination of Electric Vehicles Considering Users Charging Behavior Using Particle Swarm Optimization (PSO)
by: Mohamad H.; Isa A.I.M.; Zaharuddin M.A.H.; Naidu K.; Salim N.A.; Yasin Z.M.
Published: (2024)

Estimation of Small-Scale Kinetic Parameters of Escherichia coli (E. coli) Model by Enhanced Segment Particle Swarm Optimization Algorithm ESe-PSO
by: Azrag M.A.K.; Zain J.M.; Kadir T.A.A.; Yusoff M.; Jaber A.S.; Abdlrhman H.S.M.; Ahmed Y.H.Z.; Husain M.S.B.
Published: (2023)

Modified BPNN via iterated least median squares, particle Swarm optimization and firefly algorithm
by: Md Ghani N.A.; Kamaruddin S.B.A.; Ramli N.M.; Musirin I.; Hashim H.
Published: (2017)

Optimizations of NARX lag space selection for a Multi-Layer Perceptron (MLP)-based model of a down-flowing steam distillation system using Particle Swarm Optimization (PSO)
by: Nordin M.N.N.; Rahiman M.H.F.; Adnan R.; Yusoff Z.M.; Yassin I.M.
Published: (2012)

2D shear wave elastography for the assessment of quadriceps entheses—a methodological study
by: Leong S.S.; Wong J.H.D.; Rozalli F.I.; Yahya F.; Tee Y.C.; Yamin L.S.M.; Razalli M.M.; Baharuddin H.
Published: (2024)

3D experimental detection and discrimination of malignant and benign breast tumor using NN-based UWB imaging system
by: Alshehri S.A.; Khatun S.; Jantan A.B.; Abdullah R.S.A.R.; Mahmud R.; Awang Z.
Published: (2011)

Classification of Severity Areas in Dengue Control Strategies Using k-Nearest Neighbours (kNN)
by: Afrina Wan Muhammad Azan W.N.; Shariff S.S.R.; Zahari S.M.; Mustafa N.A.; Bin Zainal H.; Solleh M.; Hamdi Nor Azlan A.Z.
Published: (2024)

Classification of compressive strength grades for lightweight aggregate concrete with palm oil fuel ash (POFA) using k-Nearest Neighbour (k-NN)
by: Haron M.H.; Zamri N.A.B.; Muthusamy K.
Published: (2023)

The non-sagittal knee moment vector identifies ‘at risk’ individuals that the knee abduction moment alone does not
by: Robinson M.A.; Sharir R.; Rafeeuddin R.; Vanrenterghem J.; Donnelly C.J.
Published: (2023)

An overview of particle swarm optimization variants
by: Imran M.; Hashim R.; Khalid N.E.A.
Published: (2013)

Enhanced MPPT in Partially Shaded PV Systems Using PSO Optimization Technique
by: Darus R.; Samat A.A.B.A.; Ghazali M.E.M.; Gumilar L.; Kamarudin N.; Tajudin M.F.N.
Published: (2024)

Effect of swarm size parameter on Binary Particle Swarm optimization-based NARX structure selection
by: Yassin I.M.; Taib M.N.; Adnan R.; Salleh M.K.M.; Hamzah M.K.
Published: (2012)

A Systematic Review on Particle Swarm Optimization Towards Target Search in The Swarm Robotics Domain
by: Hamami M.G.M.; Ismail Z.H.
Published: (2022)

Laplace Mutated Particle Swarm Optimization (LMPSO)
by: Imran M.; Hashim R.; Khalid N.E.A.
Published: (2014)

Rapid prototyping for low-level hybridization of PSO-GA
by: Masrom S.; Abidin S.Z.Z.; Omar N.; Nasir K.
Published: (2014)

Particle swarm optimization and least squares estimaton of NARMAX
by: Abdullah S.M.; Yassin A.I.M.; Tahir N.M.
Published: (2015)

PSO-Based PI Controller for Speed Sensorless Control of PMSM
by: Nazelan A.M.; Osman M.K.; Samat A.A.A.; Salim N.A.
Published: (2018)

Opposition based Particle Swarm Optimization with student T mutation (OSTPSO)
by: Imran M.; Hashim R.; Khalid N.E.A.
Published: (2012)

Hybrid PSO-CNN Model for Cross-Domain Adaptation Sentiment Analysis
by: Bahrin U.F.M.; Jantan H.
Published: (2024)

Quantitative analysis of MR T2 relaxation times in neck muscles
by: Phua C.S.; Moffat B.; Paul E.; Ang M.; Law M.; Bertram K.; Hutton E.
Published: (2023)

PSO-Optimized CoVID-19 MLP-NARX Mortality Prediction Model
by: Yassin I.M.; Zabidi A.; Ali M.S.A.M.; Baharom R.
Published: (2021)

Comparison between PSO and OLS for NARX parameter estimation of a DC motor
by: Mohamad M.S.A.; Yassin I.M.; Zabidi A.; Taib M.N.; Adnan R.
Published: (2013)

Binary particle swarm optimization for feature selection in detection of infants with hypothyroidism
by: Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Published: (2011)

Exponential based PSO performed on DG installation for loss minimization considering THD
by: Ahmad N.A.; Musirin I.; Sulaiman S.I.
Published: (2014)

Particle swarm optimization for NARX structure selection - Application on DC motor model
by: Yassin I.M.; Taib M.N.; Rahim N.A.; Salleh M.K.M.; Abidin H.Z.
Published: (2010)

Investigation of knee flexion angle influences on intra-body communication’s (IBC) signal attenuation
by: Ibrahim I.W.; Aruwa M.M.M.; Razak A.H.A.; Ahmad A.; Khir R.N.
Published: (2018)

System Reconfiguration to Control Knee Extension with Time Delay Nonlinearity in Closed-Loop FES
by: Arof S.; Noorsal E.; Yahaya S.Z.; Hussain Z.; Ali Y.M.; Rashid A.N.A.; Saad S.Z.M.; Sallah S.S.M.; Safie M.K.
Published: (2024)

Evaluation of particle swarm optimization for strength determination of tropical wood polymer composite
by: Yusoff M.; Basir A.N.M.; Kadir N.A.; Bahari S.A.
Published: (2020)

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

Adaptive Sliding Mode Feedback Control Algorithm for a Nonlinear Knee Extension Model
by: Arof S.; Noorsal E.; Yahaya S.Z.; Hussain Z.; Mohd Ali Y.; Abdullah M.H.; Safie M.K.
Published: (2023)

NARMAX identification of DC motor model using repulsive particle swarm optimization
by: Supeni E.; Yassin I.M.; Ahmad A.; Abdul Rahman F.Y.
Published: (2009)

Binary particle swarm optimization for selection of features in the recognition of infants cries with asphyxia
by: Zabidi A.; Mansor W.; Lee Y.K.; Yassin I.M.; Sahak R.
Published: (2011)

Particle Swarm Optimization in Machine Learning Prediction of Airbnb Hospitality Price Prediction
by: Masrom S.; Baharun N.; Razi N.F.M.; Rahman R.A.; Abd Rahman A.S.
Published: (2022)

Colostrum supplementation protects against exercise - Induced oxidative stress in skeletal muscle in mice
by: Appukutty M.; Radhakrishnan A.K.; Ramasamy K.; Ramasamy R.; Abdul Majeed A.B.; Noor M.I.; Safii N.S.; Koon P.B.; Chinna K.; Haleagrahara N.
Published: (2012)

Fuzzy Logic Controller by Particle Swarm Optimization Discoverer for Semi-Active Suspension System
by: Ab Talib M.H.; Rosli N.H.M.; Darus I.Z.M.; Yatim H.M.; Hadi M.S.; Ardani M.I.; Saufi M.S.R.M.; Yamin A.H.M.
Published: (2023)

Long Term Short Memory with Particle Swarm Optimization for Crude Oil Price Prediction
by: Yusoff M.; Sharif M.Y.; Sallehud-Din M.T.M.
Published: (2023)