Feature Selection and Radial Basis Function Network for Parkinson Disease Classification

QR Code

Feature Selection and Radial Basis Function Network for Parkinson Disease Classification

Recently, several works have focused on detection of a different disease using computational intelligence techniques. In this paper, we applied feature selection method and radial basis function neural network (RBFN) to classify the diagnosis of Parkinson’s disease. The feature selection (FS) method...

Full description

Bibliographic Details
Main Authors:	Ibrahim, Ashraf Osman, Hussien, Walaa Akif, Yagoop, Ayat Mohammoud, Mohd Arfian, Ismail
Format:	Article
Language:	English
Published:	Sulaimani Polytechnic University - SPU 2017
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/20035/ http://umpir.ump.edu.my/id/eprint/20035/1/Feature%20Selectionand%20Radial%20Basis%20Function%20Network%20for%20ParkinsonDisease%20Classification.pdf

Similar Items

Memetic multi-objective evolutionary algorithms of radial basis function network for classification problems
by: Qasem, Sultan Noman
Published: (2011)

Classification of aircraft images using different architectures of radial basis function neural network : a performance comparison
by: Saad, Puteh, et al.
Published: (2008)

Fibrovascular redness grading using Gaussian process regression with radial basis function kernel
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2014)

An Application of Radial Basis Function Neural Network for Short Term Load Forecasting Solution
by: Nurul Faezah, Othman, et al.
Published: (2018)

Function Approximation Using Wavelet And Radial Basis Function Networks
by: Ramli, Rabihah
Published: (2004)

Vision-based human action recognition using time delay input radial basis function networks
by: Kalhor, Davood
Published: (2011)

Logic Programming In Radial Basis Function Neural Networks
by: Hamadneh, Nawaf
Published: (2013)

Radial basis function modeling of hourly streamflow hydrograph
by: Nor, Nor Irwan Ahmat, et al.
Published: (2007)

A hermite radial basis functions control volume numerical method to simulate transport problems
by: Orsini, Paolo
Published: (2009)

Effect of normalization and effect of normalization and training algorithm on radial basis training algorithm on radial basis function network performance function network performance
by: Wani, Eddie
Published: (2007)

A Hybrid Genetic Algorithm and Radial Basis Function NEAT.
by: Momin, Matin
Published: (2014)

Maximum 2-satisfiability in radial basis function neural network
by: Shehab Abdulhabib Alzaeemi,, et al.
Published: (2020)

Robust neural network predictors using radial basis functions
by: Siti Hajar Salleh,
Published: (1998)

An active learning approach for radial basis function neural networks
by: Abdullah, S. S., et al.
Published: (2006)

Stacking with recursive feature elimination-isolation forest for classification of diabetes mellitus
by: Nur Farahaina, Idris, et al.
Published: (2024)

Predicting Parkinson’s Disease Using Machine Learning Model
by: Sanjay Aswath, K.S.M, et al.
Published: (2024)

Enhancing SPH using moving least-squares and radial basis functions
by: Brownlee, R., et al.
Published: (2005)

Determining the preprocessing clustering algorithm in radial basis function neural network
by: S.L. Ang,, et al.
Published: (2008)

Radial basis function (RBF) for non-linear dynamic system identification
by: Ahmad, Robiah, et al.
Published: (2002)

Backpropagation vs. radial basis function neural model : Rainfall intensity classification for flood prediction using meteorology data
by: Chai, S.S., et al.
Published: (2016)

A review of feature selection methods on diabetes mellitus classification
by: Nur Farahaina, Idris, et al.
Published: (2025)

Modelling magneto-rheological damper using radial basis function neural network
by: Mohd Fikri, Arifin
Published: (2013)

Optimization of tool life using in milling using radial basis function network
by: Mohd Faizal, Aziz
Published: (2010)

Carbon Monoxide Concentration Forecasting Using' Hybrid Radial Basis Function Network.
by: Mamat, Mazlina, et al.
Published: (2003)

Face recognition using fixed spread radial basis function neural network
by: A Aziz, Khairul Azha, et al.
Published: (2011)

A new EFMM-OneR hybrid model for diagnosing parkinson's disease
by: Al Sayaydeh, Osama Nayel, et al.
Published: (2019)

Preserving Positivity And Monotonicity Of Real Data Using Bézier-Ball Function And Radial Basis Function
by: Ahmad, Afida
Published: (2018)

ABC: android botnet classification using feature selection and classification algorithms
by: Abdullah, Zubaile, et al.
Published: (2017)

Efficient feature selection analysis for accuracy malware classification
by: Rahiwan Nazar, Romli, et al.
Published: (2021)

Clustering Techniques For Channel Equalisation Using Fuzzy And Minimal Radial Basis Function Networks
by: Pu, Chuan Chin
Published: (2004)

Human action recognition using time delay input radial basis function networks
by: Kalhor, Davood, et al.
Published: (2014)

Evolution Performance of Symbolic Radial Basis Function Neural Network by Using Evolutionary Algorithms
by: Alzaeemi, Shehab Abdulhabib, et al.
Published: (2023)

Face Detection Using Radial Basis Function Neural Networks with Fixed Spread Value
by: A Aziz, Khairul Azha, et al.
Published: (2011)

Rainfall Classification for Flood Prediction Using Meteorology Data of Kuching, Sarawak, Malaysia: Backpropagation vs Radial Basis Function Neural Network
by: Chai, Soo See, et al.
Published: (2017)

Comparative analysis of probabilistic neural network, radial basis function, and feed-forward neural network for fault classification in power distribution systems
by: Mirzaei, Maryam, et al.
Published: (2011)

Personal authenticator on the basis of two-factors: Palmprint features and tokenized random data
by: Pang, Ying Han, et al.
Published: (2004)

Breast cancer disease classification using fuzzy-ID3 algorithm based on association function
by: Nur Farahaina, Idris, et al.
Published: (2022)

Cumulant-based basis selection and feature extraction to improve heart sound classification
by: Safara, Fatemeh
Published: (2014)

Cognitive reserve, executive function, and memory in parkinson’s disease
by: Loftus, Andrea, et al.
Published: (2021)

Breast cancer disease classification using fuzzy-ID3 algorithm with FUZZYDBD method: automatic fuzzy database definition
by: Nur Farahaina, Idris, et al.
Published: (2021)