Orthogonal least square and optimized support vector machine with polynomial kernel for classifying asphyxiated infant cry

QR Code

Orthogonal least square and optimized support vector machine with polynomial kernel for classifying asphyxiated infant cry

This paper describes the classification of infant cry with asphyxia using orthogonal least square based support vector machine with polynomial kernel. Optimization of input feature set and filter bank number of mel frequency cepstrum coefficient were performed to produce accurate results. These inpu...

Full description

Bibliographic Details
Published in:	2011 IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2011
Main Author:	Sahak R.; Mansor W.; Lee Y.K.; Zabidi A.; Yassin A.I.M.
Format:	Conference paper
Language:	English
Published:	2011
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-84863180528&doi=10.1109%2fICSIPA.2011.6144159&partnerID=40&md5=8fde0141d927abb6894e2d454b66a2fe

Similar Items

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

Human gait recognition using orthogonal least square as feature selection
by: Sahak R.; Tahir N.M.; Yassin A.I.M.; Kamaruzaman F.H.
Published: (2019)

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)

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)

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)

Application of Orthogonal Least Square (OLS) for selection of Mel frequency cepstrum coefficients for classification of spoken letters using MLP classifier
by: Rozali M.F.; Yassin I.M.; Zabidi A.; Mansor W.; Tahir N.Md.
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)

Human gait recognition using skeleton joint coordinates with orthogonal least square and locally linear embedded techniques
by: Sahak R.; Tahir N.M.; Yassin A.I.M.; Kamaruzaman F.H.; Al Misreb A.
Published: (2018)

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)

Human gait recognition based on frontal view using kinect features and orthogonal least square selection
by: Sahak R.; Tahir N.M.; Yassin A.I.; Kamaruzaman F.
Published: (2018)

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)

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)

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)

Medium term load forecasting using evolutionary programming-least square support vector machine
by: Yasin Z.M.; Zakaria Z.; Razak M.A.A.; Aziz N.F.A.
Published: (2015)

Power Transformer Classification through Dissolved Gas Analysis Utilizing Least-Square Support Vector Machine
by: Yasin Z.M.; Zakaria F.; Salim N.A.; Ab Aziz N.F.
Published: (2024)

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

Bornean Orangutan Nest Classification using Image Enhancement with Convolutional Neural Network and Kernel Multi Support Vector Machine Classifier
by: Amran A.A.; On C.K.; Karim S.A.A.; Hung L.P.; See C.S.; Simon D.; Rossdy M.; Jing C.
Published: (2025)

Modeling the emission characteristics of the hydrogen-enriched natural gas engines by multi-output least-squares support vector regression: Comprehensive statistical and operating analyses
by: Hai T.; Hussein Kadir D.; Ghanbari A.
Published: (2023)

Enhancement Cascaded Least Square of RLS and NLMS for Wireless Communication System
by: Sulong S.M.; Idris A.; Ali D.M.; Salih N.M.
Published: (2023)

The nonlinear least square fitting for rotation curve of orion dwarf spiral
by: Hashim N.; Abidin Z.Z.; Ibrahim U.F.S.U.; Hassan M.S.R.; Hamidi Z.S.; Umar R.; Ibrahim Z.A.
Published: (2015)

The application of modified least trimmed squares with genetic algorithms method in face recognition
by: Abdul Rahim N.A.; Md. Ghani N.A.; Mohamed N.; Hashim H.; Musirin I.
Published: (2017)

Trend Analysis on Water Quality Index Using the Least Squares Regression Models
by: Zawawi I.S.M.; Haniffah M.R.M.; Aris H.
Published: (2022)

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)

A methodological exploration to determine transportation disadvantage variables: The partial least square approach
by: Rashid K.; Yigitcanlar T.
Published: (2015)

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)

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)

Comparison between PSO, NE, QR, SVD methods for least squares DC motor identification
by: Abdullah S.M.; Yassin I.M.; Tahir N.M.
Published: (2015)

Short near infrared spectroscopy coupled with partial least square for the detection of adulteration in soybean oil
by: Basri K.N.; Khir M.F.A.; Rani R.A.; Sharif Z.; Rusop M.; Zoolfakar A.S.
Published: (2018)