Back propagation neural network and non-linear regression models for dengue outbreak prediction

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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Husin, Nor Azura
التنسيق:	أطروحة
اللغة:	الإنجليزية
منشور في:	2008
الموضوعات:	QA75 Electronic computers. Computer science
الوصول للمادة أونلاين:	http://eprints.utm.my/9543/1/NorAzuraHusinMFSKSM2008.pdf

مواد مشابهة

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

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

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

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

Enhanced genetic algorithm-based back propagation neural network to diagnose conditions of multiple-bearing system
حسب: Wulandhari, Lili Ayu
منشور في: (2014)

The development of extra axial brain tumor detection prototype using back propagation based neural network / Suriyanti Panagen
حسب: Panagen, Suriyanti
منشور في: (2006)

Prediction of engineering students' academic performance using neural network and linear regression / Pauziah Mohd Arsad
حسب: Mohd Arsad, Pauziah
منشور في: (2016)

The tuning of error signal for back-propagation algorithms
حسب: Rengasamy, Renugah
منشور في: (2008)

Computer model on linear wave propagation
حسب: Ling, How Ing
منشور في: (2013)

Dengue Outbreak Prediction Using Least Squares Support Vector Machines (LS-SVM)
حسب: Zuriani, Mustaffa
منشور في: (2010)

Predicting Diseases Using Multi-BackPropagation
حسب: Wan Hussain, Wan Ishak
منشور في: (2002)

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

Microclimatic effect on dengue fever outbreak / Nor Syazwani Jamaluddin
حسب: Jamaluddin, Nor Syazwani
منشور في: (2019)

Non-linear water level forecasting of Dungun river using hybridization of backpropagation neural network and genetic algorithm
حسب: Arbain, Siti Hajar
منشور في: (2014)

Speech recognition to determine emotions using quick propagation neural network / Aisyah Mohamad Tojid
حسب: Mohamad Tojid, Aisyah
منشور في: (2006)

Plant leaf identification using moment invariants & general regression neural network
حسب: Zulkifli, Zalikha
منشور في: (2009)

Investigating the Impact of Different Representations of Data on Neural Network and Regression
حسب: Fallah, Ehab A. Omer El
منشور في: (2008)

Multiple linear regression and neural network for electric load forecasting
حسب: Kamisan, Nur Arina Bazilah
منشور في: (2017)

Pilot Study Of Electromyography Analysis Of The Arm Muscle Using Levenberg-Marquadt Back Propagation Neural Network
حسب: Yahya, Abu Bakar
منشور في: (2017)

A new fuzzy back-propagation learning method based on derivation of min-max function tuned with genetic algorithms
حسب: Mashinchi, Mohammad Hadi
منشور في: (2007)

Neural Network Prediction Of SPM Achievement
حسب: Robizah, Haji Sudin
منشور في: (2000)

Non linear curve fitting madel based handover prediction approach for fast mobile IPV6 (CHP for FMIPV6) in wireless networks
حسب: Sadiq , Ali Safa
منشور في: (2011)

Neural network for prediction of cysteine disulphide bridge connectivity in proteins
حسب: Bostan, Hamed
منشور في: (2010)

Neural Network Modeling For Predicting Rainfall Precipitation
حسب: Teoh, Boon Wei
منشور في: (2000)

Predicting The Area Of Specialization Using Neural Network
حسب: Nurulisma, Hj. Ismail
منشور في: (2002)

Development of geospatial model for Metisa plana (Walker) outbreak and outbreak prediction in oil palm plantations in Malaysia
حسب: Ruslan, Siti Aisyah
منشور في: (2018)

An ensemble of neural network and modified grey wolf optimizer for stock prediction
حسب: Das, Debashish
منشور في: (2019)

Academic Achievement Prediction Model Using Neural Networks
حسب: Normaziah, Abdul Rahman
منشور في: (2002)

Daily wind speed prediction in Kota Bharu using artificial neural network
حسب: Salam, Suhanawati
منشور في: (2007)

Finding kernel function for stock market prediction with support vector regression
حسب: Chai, Chon Lung
منشور في: (2006)

Neural Network Model and Finite Element Simulation of Spring back in Plane-Strain Metallic Beam Bending
حسب: Abu Khadra, Fayiz Y. M.
منشور في: (2006)

Mining Students' Data with Holland Model Using Neural Network and Logistic Regression
حسب: Noorlin, Mohd. Ali
منشور في: (2005)

An Evaluation Of Artificial Neural Network In Predicting The Presence Of Heart Disease
حسب: Mohd Khalid, Awang
منشور في: (2000)

Vehicular traffic noise prediction and propagation modelling using artificial neural network
حسب: Ahmed, Ahmed Abdulkareem
منشور في: (2018)

The Application of Artificial Neural Networks Techniques to the Prediction of Ringgit Exchanges Rates
حسب: Fizlin, Zakaria
منشور في: (2004)

Fusion of molecular representations and prediction of biological activity using convolutional neural network and transfer learning
حسب: Hamza, Hentabli
منشور في: (2019)

Prediction of total concentration for spherical and tear shape drops by using neural network
حسب: Norhusna Saharun
منشور في: (2013)

Time series support vector regression models with missing data treatments for water level prediction
حسب: Ibrahim, Noraini
منشور في: (2014)

Neural based approach predicting chlorine concentration for drinking water
حسب: Lukas , Stelleen
منشور في: (2010)

Improving embedded linear elasticity in deformable models using stiffness matrix
حسب: Md Ali, Nor Azura
منشور في: (2015)