A comparative study for back propagation neural network and nonlinear regression models for predicting dengue outbreak

QR Code

A comparative study for back propagation neural network and nonlinear regression models for predicting dengue outbreak

Malaysia has a good dengue surveillance system but there have been insufficient findings on suitable model to predict future dengue outbreak since conventional method is still being used. This study aims to design a Neural Network Model (NNM) and Nonlinear Regression Model (NLRM) using different arc...

Full description

Bibliographic Details
Main Authors:	Husin, Nor Azura, Salim, Naomie
Format:	Article
Language:	English
Published:	Penerbit UTM Press 2008
Subjects:	H Social Sciences (General) QA Mathematics
Online Access:	http://eprints.utm.my/8177/ http://eprints.utm.my/8177/1/NaomieSalim2008_AComparativeStudyForBackPropagation.pdf

Similar Items

Back propagation neural network and non-linear regression models for dengue outbreak prediction
by: Husin, Nor Azura
Published: (2008)

Modeling of dengue outbreak prediction in Malaysia: a comparison of neural network and nonlinear regression model
by: Husin, Nor Azura, et al.
Published: (2008)

Simulation of Dengue Outbreak Prediction
by: Husin, Nor Azura, et al.
Published: (2006)

A hybrid model using genetic algorithm and neural network for predicting dengue outbreak
by: Husin, Nor Azura, et al.
Published: (2012)

Dengue outbreak prediction: hybrid meta-heuristic model
by: Zuriani, Mustaffa, et al.
Published: (2018)

Forecasting Performance Of Cascade Forward Back Propagation Neural Network For Data With Outliers
by: Mamuda, Mamman
Published: (2017)

Temporal trends analysis for dengue outbreak and network threats severity prediction accuracy improvement
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2019)

Mobile app that predicts dengue outbreaks
by: Free Malaysia, Today
Published: (2016)

An investigation of back-propagation neural network on university selection
by: Maharani, Sitti Syarah, et al.
Published: (2015)

Performance of hybrid GANN in comparison with other standalone models on dengue outbreak prediction
by: Husin, Nor Azura, et al.
Published: (2016)

A study on dengue outbreak dependency on climate factors using neural network model
by: Othman, Nur Surianiza
Published: (2007)

An Integer-Fractional Gradient Algorithm for Back Propagation Neural Networks
by: Zhang, Yiqun, et al.
Published: (2024)

Spinal deformity detection employing back propagation on neural network
by: Kim, H., et al.
Published: (2005)

Comparison of neural networks prediction and regression analysis (MLR and PCR) in modelling nonlinear system
by: Zainal Ahmad ,, et al.
Published: (2007)

Development of dengue prediction model with neural network
by: Cheo, Jia Jun
Published: (2022)

Dengue outbreak prediction using an improved salp swarm algorithm
by: Khairunnisa Amalina, Mohd Rosli, et al.
Published: (2020)

An application of hybrid swarm intelligence algorithms for dengue outbreak prediction
by: Mustaffa, Zuriani, et al.
Published: (2019)

Prediction of drinking water quality using back-propagation neural network / Wan Radziah Wan Abdul Rahim
by: Wan Abdul Rahim, Wan Radziah
Published: (2006)

The application of back propagation neural network in the prognosis of breast cancer / Hazlina Hamdan
by: Hazlina , Hamdan
Published: (2004)

Driver drowsiness detection using back-propagation neural network / Endratno Ibrahim
by: Ibrahim, Endratno
Published: (2006)

Predictive analysis of dengue outbreak based on an improved salp swarm algorithm
by: Zuriani, Mustaffa, et al.
Published: (2020)

Dengue outbreak in 1998 - Terengganu experience
by: Nor Azimi, Y.,
Published: (2000)

Diversity of Feature Selection Approaches Combined with Back-Propagation Neural Network in Credit Scoring
by: Li, F., et al.
Published: (2010)

The tuning of error signal for back-propagation algorithms
by: Rengasamy, Renugah
Published: (2008)

Artificial neural network intelligent technique and multiple nonlinear regression for prediction and optimization of the transmittance of lightpipes and implementation in BIM
by: Zhang, Li
Published: (2021)

The transmission dynamic of the COVID 19 outbreak: A predictive dashboard
by: Muhammad Fahmi, Ahmad Zuber, et al.
Published: (2021)

Predictive Analytics of the Covid-19 Outbreak Under Uncertainty of the Disease Spreading
by: Norhayati, Rosli, et al.
Published: (2023)

Modelling of elastic modulus degradation in sheet metal forming using back propagation neural network
by: M. R. Jamli,, et al.
Published: (2015)

A fusion between divergence algorithm and back propagation neural network for segmentation of connected speech
by: Salam, Md. Sah
Published: (2010)

Uncertainty propagation analysis of artificial neural network (ANN) approximated function using numerical and analytical method
by: Kamal Ariffin, Mohamad
Published: (2009)

Optimizing overbreak prediction based on geological parameters comparing multiple regression analysis and artificial neural network
by: Jang, Hyongdoo, et al.
Published: (2013)

Comparing the Performance of Predictive Models Constructed Using the Techniques of Feed-Forword and Generalized Regression Neural Networks
by: Ajiboye, Adeleke Raheem, et al.
Published: (2016)

Development of human gender identification prototype using back-propagation neural network / Mohd Amin Abas
by: Abas, Mohd Amin
Published: (2006)

Particle swarm optimized back propagation neural network for state of health estimation of lithium-ion battery
by: Afida Ayob,, et al.
Published: (2024)

prediction of cutting temperatures by using back propagation neural network modeling when cutting hardened h-13 steel in CNC end milling
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2012)

Prediction of cutting temperatures by using back propagation neural network modeling when cutting hardened H-13 steel in CNC end milling
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2012)

Mobile app to inform public of dengue outbreaks developed
by: The Borneo, Post
Published: (2014)

Sociodemographic and entomological factors associated with dengue outbreaks in Sabah
by: Kunasagran, Priya Dharishini, et al.
Published: (2023)

he cholera outbreak getting - back to the basics?
by: Abd Razak, Dzulkifli
Published: (1996)

Vehicular traffic noise prediction and propagation modelling using artificial neural network
by: Ahmed, Ahmed Abdulkareem
Published: (2018)