Predicting Dengue Outbreak based on Meteorological Data Using Artificial Neural Network and Decision Tree Models

QR Code

Predicting Dengue Outbreak based on Meteorological Data Using Artificial Neural Network and Decision Tree Models

Dengue fever is well-known as a potentially fatal disease, and the number of cases in some areas remains uncontrolled. Despite efforts to prevent the dengue outbreak from spreading further, vectors may be to blame. Identifying what weather characteristics contribute to dengue outbreaks is important...

Full description

Bibliographic Details
Published in:	International Journal on Informatics Visualization
Main Author:	2-s2.0-85139442952
Format:	Article
Language:	English
Published:	Politeknik Negeri Padang 2022
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85139442952&doi=10.30630%2fjoiv.6.2.788&partnerID=40&md5=5130e4491c3ba09b6ec07810fb5386a5

Similar Items

Personal bankruptcy prediction using decision tree model
by: Syed Nor S.H.; Ismail S.; Yap B.W.
Published: (2019)

Personal bankruptcy prediction using decision tree model
by: 2-s2.0-85066986887
Published: (2019)

Prediction of dengue outbreak in Selangor Malaysia using machine learning techniques
by: 2-s2.0-85099412834
Published: (2021)

Predicting fraudulent financial reporting using artificial neural network
by: 2-s2.0-85019490600
Published: (2017)

Data on biology and demographic parameters of the Aedes albopictus from dengue outbreaks in Klang Valley, Malaysia
by: Dom N.C.; Alhothily I.A.; Camalxaman S.N.; Ismail S.N.S.
Published: (2020)

Artificial neural network modelling and flood water level prediction using extended Kalman filter
by: 2-s2.0-84875980418
Published: (2012)

Artificial Neural Network-Salp-Swarm Algorithm for Stock Price Prediction
by: Mustaffa Z.; Sulaiman M.H.; Aziz A.A.
Published: (2024)

Missing River Discharge Data Imputation Approach using Artificial Neural Network
by: 2-s2.0-85101170010
Published: (2015)

Prediction of Electromagnetic Properties Using Artificial Neural Networks for Oil Recovery Factors
by: 2-s2.0-85152886016
Published: (2023)

Neural network diagnostic system for dengue patients risk classification
by: Faisal T.; Taib M.N.; Ibrahim F.
Published: (2012)

Comparative analysis of deep neural network architectures for renewable energy forecasting: enhancing accuracy with meteorological and time-based features
by: Khan, et al.
Published: (2024)

Comparative analysis of deep neural network architectures for renewable energy forecasting: enhancing accuracy with meteorological and time-based features
by: Khan S.; Mazhar T.; Khan M.A.; Shahzad T.; Ahmad W.; Bibi A.; Saeed M.M.; Hamam H.
Published: (2024)

Natural Frequencies Prediction of Hybrid Composite Laminate based on Finite Element Simulation and Artificial Neural Network
by: 2-s2.0-85219506859
Published: (2024)

Contaminant Removal from Wastewater by Microalgal Photobioreactors and Modeling by Artificial Neural Network
by: 2-s2.0-85144604976
Published: (2022)

Application of Artificial Neural Networks for Performance Prediction of a Large-Scale Solar Farm in Eastern Malaysia
by: Md Mazmi M.I.W.B.; Ahmad N.; Aziz M.A.S.A.; Rining A.R.; Pirdaus N.A.; Annuar I.
Published: (2024)

Failure Analysis and Prediction of Hybrid Composite Laminate under Biaxial Tension using Artificial Neural Network
by: 2-s2.0-85219586558
Published: (2024)

Dengue's climate conundrum: how vegetation and temperature shape mosquito populations and disease outbreaks
by: Abdullah, et al.
Published: (2025)

Dengue’s climate conundrum: how vegetation and temperature shape mosquito populations and disease outbreaks
by: Abdullah N.A.M.H.; Dom N.C.; Salleh S.A.; Dapari R.; Precha N.
Published: (2025)

A neural network students' performance prediction model (NNSPPM)
by: 2-s2.0-84894188408
Published: (2013)

Solar power prediction based on Artificial Neural Network guided by feature selection for Large-scale Solar Photovoltaic Plant
by: 2-s2.0-85173601977
Published: (2023)

Prediction of AC power output in grid-connected photovoltaic system using Artificial Neural Network with multi-variable inputs
by: 2-s2.0-85019976825
Published: (2017)

Application of Computational Model Based Probabilistic Neural Network for Surface Water Quality Prediction
by: 2-s2.0-85141886143
Published: (2022)

Performance of multiple linear regression model for long-term PM 10 concentration prediction based on gaseous and meteorological parameters
by: 2-s2.0-84866261034
Published: (2012)

Optimization of identifying insulinaemic pharmacokinetic parameters using artificial neural network
by: 2-s2.0-85159168327
Published: (2023)

Empowering decision-making in cardiovascular care: Exploratory data analysis and predictive models for heart attack risk
by: Khan M.R.B.; Islam G.M.N.; Ng P.K.; Zainuddin A.A.; Lean C.P.; Al-Fattah J.; Kamarudin S.I.
Published: (2024)

The effect of network depth in neural network for human gait cycle prediction
by: 2-s2.0-85166760836
Published: (2023)

Long-term electricity demand forecasting for malaysia using artificial neural networks in the presence of input and model uncertainties
by: Tai V.C.; Tan Y.C.; Rahman N.F.A.; Che H.X.; Chia C.M.; Saw L.H.; Ali M.F.
Published: (2021)

Artificial neural network for modelling of the correlation between lateral acceleration and head movement in a motion sickness study
by: Saruchi S.A.; Mohammed Ariff M.H.; Zamzuri H.; Hassan N.; Wahid N.
Published: (2019)

Profiling of myocardial infarction history from electrocardiogram using artificial neural network
by: 2-s2.0-85054391989
Published: (2018)

Step Length Classification Using Decision Tree Based on IMU Sensors and Body Height
by: Zaeni I.A.E.; Lestari D.; Mustika S.N.; Rif'a Anzani D.; Osman M.K.; Ahmad K.A.
Published: (2024)

An Artificial Neural Network-Based Finite State Machine for Adaptive Scenario Selection in Serious Game
by: 2-s2.0-85171267066
Published: (2023)

Modelling of spray drying of coconut milk using different artificial neural network and response surface methodology modelling approaches: A comparison
by: 2-s2.0-85218694751
Published: (2025)

Prediction of mortality in severe dengue cases
by: Md-Sani S.S.; Md-Noor J.; Han W.-H.; Gan S.-P.; Rani N.-S.; Tan H.-L.; Rathakrishnan K.; A-Shariffuddin M.A.; Abd-Rahman M.
Published: (2018)

Evaluation of support vector machine and decision tree for emotion recognition of malay folklores
by: Saad M.M.; Jamil N.; Hamzah R.
Published: (2018)

Eye-to-text communication via advanced optimization techniques and artificial neural networks: Review
by: Abbas M.R.; Mutlag A.H.; Gharghan S.K.; Jailani R.
Published: (2024)

Intelligent solar panel monitoring system and shading detection using artificial neural networks
by: 2-s2.0-85160576369
Published: (2023)

Forecasting meteorological impacts on the environmental sustainability of a large-scale solar plant via artificial intelligence-based life cycle assessment
by: 2-s2.0-85179011303
Published: (2024)

Automatic music emotion classification using artificial neural network based on vocal and instrumental sound timbres
by: Mokhsin M.B.; Rosli N.B.; Wan Adnan W.A.; Abdul Manaf N.
Published: (2014)

A review of artificial neural network learning rule based on multiple variant of conjugate gradient approaches
by: 2-s2.0-85087942491
Published: (2020)

Free and Unfree Weed Classification in Young Palm Oil Crops Using Artificial Neural Network
by: 2-s2.0-85174485337
Published: (2023)