Binary particle swarm optimization for feature selection in detection of infants with hypothyroidism

QR Code

Binary particle swarm optimization for feature selection in detection of infants with hypothyroidism

Hypothyroidism in infants is caused by the insufficient production of hormones by the thyroid gland. Due to stress in the chest cavity as a result of the enlarged liver, their cry signals are unique and can be distinguished from the healthy infant cries. This study investigates the effect of feature...

Full description

Bibliographic Details
Published in:	Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Main Author:	Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Format:	Conference paper
Language:	English
Published:	2011
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-84862618429&doi=10.1109%2fIEMBS.2011.6090759&partnerID=40&md5=d2b752038fcea5f840f8a31fb7e39c30

Similar Items

Binary particle swarm optimization and f-ratio for selection of features in the recognition of asphyxiated infant cry
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2011)

Discrete Mutative Particle Swarm Optimisation of MFCC computation for classifying hypothyroidal infant cry
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2010)

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)

Optimization of MFCC parameters using Particle Swarm Optimization for diagnosis of infant hypothyroidism using Multi-Layer Perceptron
by: Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Published: (2010)

Detection of infant hypothyroidism with mel frequency cepstrum analysis and multi-layer perceptron classification
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)

Investigation of Mel Frequency Cepstrum Coefficients parameters for classification of infant cries with hypothyroidism using MLP classifier
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2010)

An orthogonal least square approach to select features of infant cry with asphyxia
by: Sahak R.; Mansor W.; Khuan L.Y.; Yassin A.I.M.; Zabidi A.
Published: (2010)

Performance comparison between mutative and constriction PSO in optimizing MFCC for the classification of hypothyroid infant cry
by: Zabidi A.; Mansor W.; Lee Y.K.; Yassin I.M.; Sahak R.
Published: (2011)

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)

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)

Particle swarm optimisation of mel-frequency cepstral coefficients computation for the classification of asphyxiated infant cry
by: Zabidi A.; Mansor W.; Lee Y.K.; Mohd Yassin A.I.; Sahak R.
Published: (2010)

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)

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)

Detection of asphyxia from infant cry using support vector machine and multilayer perceptron integrated with Orthogonal Least Square
by: Sahak R.; Mansor W.; Khuan L.Y.; Zabidi A.; Yassin A.I.M.
Published: (2012)

Binary particle swarm optimization structure selection of nonlinear autoregressive moving average with exogenous inputs (NARMAX) model of a flexible robot arm
by: Yassin I.M.; Zabidi A.; Ali M.S.A.M.; Tahir N.M.; Abidin H.Z.; Rizman Z.I.
Published: (2016)

Choice for a support vector machine kernel function for recognizing asphyxia from infant cries
by: Sahak R.; Mansor W.; Khuan L.Y.; Yassin A.I.M.; Zabidi A.; Yasmin F.; Rahman A.
Published: (2009)

MySQL database lookup table for Binary Particle Swarm optimization-based system identification
by: Yassin I.M.; Taib M.N.; Adnan R.; Salleh M.K.M.; Hamzah M.K.
Published: (2012)

Optimal features for classifying asphyxiated infant cry using support vector machine with RBF kernel
by: Sahak R.; Lee Y.K.; Mansor W.; Yassin A.I.M.; Zabidi A.
Published: (2011)

Detection of asphyxia from infant cry by linear kernel support vector machine enhanced with features from orthogonal least square
by: Sahak R.; Lee Y.K.; Mansor W.; Zabidi A.; Yassin A.I.M.
Published: (2011)

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)

Detection of asphyxiated infant cry using support vector machine integrated with principal component analysis
by: Sahak R.; Lee Y.K.; Mansor W.; Yassin A.I.M.; Zabidi A.
Published: (2010)

Adaptive threshold optimisation for online feature selection using dynamic particle swarm optimisation in determining feature relevancy and redundancy
by: Zaman, et al.
Published: (2024)

Adaptive threshold optimisation for online feature selection using dynamic particle swarm optimisation in determining feature relevancy and redundancy
by: Zaman E.A.K.; Ahmad A.; Mohamed A.
Published: (2024)

Optimization of principal component analysis and support vector machine for the recognition of infant cry with asphyxia
by: Sahak R.; Mansor W.; Lee K.Y.; Zabidi A.; Yassin A.I.M.
Published: (2013)

Optimized Support Vector Machine for classifying infant cries with asphyxia using Orthogonal Least Square
by: Sahak R.; Lee Y.K.; Mansor W.; Yassin A.I.M.; Zabidi A.
Published: (2010)

Orthogonal least square and optimized support vector machine with polynomial kernel for classifying asphyxiated infant cry
by: Sahak R.; Mansor W.; Lee Y.K.; Zabidi A.; Yassin A.I.M.
Published: (2011)

Support vector machine performance with optimal parameters identification in recognising asphyxiated infant cry
by: Sahak R.; Mansor W.; Lee K.Y.; Zabidi A.
Published: (2018)

Orthogonal least square based support vector machine for the classification of infant cry with asphyxia
by: Sahak R.; Mansor W.; Lee Y.K.; Mohd Yassin A.I.; Zabidi A.
Published: (2010)

The performance of Binary Artificial Bee Colony (BABC) in structure selection of polynomial NARX and NARMAX Models
by: Zabidi A.; Tahir N.M.; Yassin I.M.; Rizman Z.I.
Published: (2017)

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)

Performance of Combined Support Vector Machine and Principal Component Analysis in recognizing infant cry with asphyxia
by: Sahak R.; Mansor W.; Lee Y.K.; Yassin A.I.M.; Zabidi A.
Published: (2010)

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

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)

Logical effort using particle swarm optimization algorithm-an examination on the 8-stage full adder circuit
by: Johari A.; Hassan H.A.; Halim A.K.; Zabidi A.; Yassin I.
Published: (2010)

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

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)

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

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

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)