Application of multiple linear regression model and long short-term memory with compartmental model to forecast dengue cases in Selangor, Malaysia based on climate variables
Despite the implementation of various initiatives, dengue remains a significant public health concern in Malaysia. Given that dengue has no specific treatment, dengue prediction remains a useful early warning mechanism for timely and effective deployment of public health preventative measures. This...
| Main Authors: | Lu, Xinyi, Teh, Su Yean, Tay, Chai Jian, Nur Faeza, Abu Kassim, Fam, Pei Shan, Soewono, Edy |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
KeAi Communications Co.
2025
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/43811/ http://umpir.ump.edu.my/id/eprint/43811/1/Application%20of%20multiple%20linear%20regression%20model%20and%20long%20short-term%20memory.pdf |
Similar Items
Dengue dasboard for forecasting the future trend of dengue cases in Pahang using auto regression integrated moving average (ARIMA) model
by: Muhammad Khairul Syafiq, Mustafa, et al.
Published: (2021)
by: Muhammad Khairul Syafiq, Mustafa, et al.
Published: (2021)
Pharmacoeconomic Model Of Dengue Vaccine In Malaysia
by: Tay, Chai Jian
Published: (2018)
by: Tay, Chai Jian
Published: (2018)
A compartmental model for the transmission dynamics of rabies disease in dog population
by: Thanisha Kaliapan,, et al.
Published: (2024)
by: Thanisha Kaliapan,, et al.
Published: (2024)
Comparison between multiple regression and multivariate adaptive regression splines for modelling and forecasting co2 emmissions in Asean countries
by: Tay, Sze Hui
Published: (2015)
by: Tay, Sze Hui
Published: (2015)
Mode locking in a spatially extended neuron model: active soma and compartmental tree
by: Svensson, Carl-Magnus, et al.
Published: (2009)
by: Svensson, Carl-Magnus, et al.
Published: (2009)
Modeling monkeypox transmission with a compartmental framework to evaluate testing, isolation and public awareness strategies
by: Onifade, Akindele Akano, et al.
Published: (2025)
by: Onifade, Akindele Akano, et al.
Published: (2025)
Wind Power Forecasting with Dynamic Regression Models and Ageing Considerations
by: Banerjee, Binayak, et al.
Published: (2011)
by: Banerjee, Binayak, et al.
Published: (2011)
Modeling of dengue outbreak prediction in Malaysia: a comparison of neural network and nonlinear regression model
by: Husin, Nor Azura, et al.
Published: (2008)
by: Husin, Nor Azura, et al.
Published: (2008)
Lipid transfer proteins and the tuning of compartmental identity in the Golgi apparatus
by: McDermott, M., et al.
Published: (2016)
by: McDermott, M., et al.
Published: (2016)
A Basic Canonical Form of Discrete-Time Compartmental Systems
by: Bru, R., et al.
Published: (2007)
by: Bru, R., et al.
Published: (2007)
Back propagation neural network and non-linear regression models for dengue outbreak prediction
by: Husin, Nor Azura
Published: (2008)
by: Husin, Nor Azura
Published: (2008)
Regional and compartmentalized variation of subchondral bone mineralization and microarchitecture in hip osteoarthritis
by: Li, Yunfei, et al.
Published: (2020)
by: Li, Yunfei, et al.
Published: (2020)
Bio-compartmental in vitro system for Glomus mosseae and Ralstonia solanacearum interaction.
by: Mohumad Tahat, Monther, et al.
Published: (2011)
by: Mohumad Tahat, Monther, et al.
Published: (2011)
Multivariable Linear Regression Model for Promotional Forecasting:The Coca Cola - Morrisons Case
by: Zheng, Yiwei/Y
Published: (2009)
by: Zheng, Yiwei/Y
Published: (2009)
Population Abundance, Distribution, Forecasting Models And Breeding Habitat Ecology Of Dengue Vectors In Penang Island
by: Hashim, Nur Aida
Published: (2013)
by: Hashim, Nur Aida
Published: (2013)
Stop and restart of granular clock in a vibrated compartmentalized bidisperse granular system
by: Liu, Q., et al.
Published: (2013)
by: Liu, Q., et al.
Published: (2013)
Quantitative forecasting trend of dengue fever and dengue haemorrhagic fever cases in Peninsular Malaysia
by: Cheng, Kueh Yee
Published: (2006)
by: Cheng, Kueh Yee
Published: (2006)
A comparative study for back propagation neural network and nonlinear regression models for predicting dengue outbreak
by: Husin, Nor Azura, et al.
Published: (2008)
by: Husin, Nor Azura, et al.
Published: (2008)
Load forecasting using combination model of multiple linear regression with neural network for Malaysian city
by: Nur Arina Bazilah Kamisan,, et al.
Published: (2018)
by: Nur Arina Bazilah Kamisan,, et al.
Published: (2018)
Comparative Study of Hybrid Support Vector Regression Drought Forecasting Models for Langat River Basin
by: Fung, Kit Fai
Published: (2018)
by: Fung, Kit Fai
Published: (2018)
Energy forecast using linear regression methods
by: Hanafi, Noor Hasnizam
Published: (2004)
by: Hanafi, Noor Hasnizam
Published: (2004)
Local stability of dengue model using the fractional order system with different memory effect on the host and vector population
by: Hamdan, Nur Izzati, et al.
Published: (2019)
by: Hamdan, Nur Izzati, et al.
Published: (2019)
Prediction of dengue cases using the attention-based long short-term memory (LSTM) approach
by: Majeed, Mokhalad A., et al.
Published: (2023)
by: Majeed, Mokhalad A., et al.
Published: (2023)
Determining dengue risk factors in Selangor, Malaysia using regression approach
by: Ghani, Nurul Akmar
Published: (2020)
by: Ghani, Nurul Akmar
Published: (2020)
A new procedure in stock market forecasting based on fuzzy random auto-regression time series model
by: Efendi, Riswan, et al.
Published: (2018)
by: Efendi, Riswan, et al.
Published: (2018)
A Hybrid Model for Improving Malaysian Gold Forecast Accuracy
by: Maizah Hura, Ahmad, et al.
Published: (2014)
by: Maizah Hura, Ahmad, et al.
Published: (2014)
Modelling Immunological Memory
by: Garrett, Simon, et al.
Published: (2006)
by: Garrett, Simon, et al.
Published: (2006)
Regression Models with Heterogeneity
by: Daoud, Jamal Ibrahim
Published: (2012)
by: Daoud, Jamal Ibrahim
Published: (2012)
Chiller power consumption forecasting for commercial building based on hybrid convolution neural networks-long short-term memory model with barnacles mating optimizer
by: Mohd Herwan, Sulaiman, et al.
Published: (2025)
by: Mohd Herwan, Sulaiman, et al.
Published: (2025)
Daily average load forecasting using dynamic linear regression
by: Azad, S., et al.
Published: (2014)
by: Azad, S., et al.
Published: (2014)
Forecasting of infection prevalence of helicobacter pylori using regression analysis
by: Usarov, Komiljon, et al.
Published: (2022)
by: Usarov, Komiljon, et al.
Published: (2022)
Forecasting gold prices using multiple linear regression method
by: Ismail, Zuhaimy, et al.
Published: (2009)
by: Ismail, Zuhaimy, et al.
Published: (2009)
On the contributions of photorespiration and compartmentation to the contrasting intramolecular2H profiles of C3and C4plant sugars
by: Zhou, Y., et al.
Published: (2018)
by: Zhou, Y., et al.
Published: (2018)
Compare the forecasting method of artificial neural network and support vector regression model to measure the bullwhip effect in supply chain
by: Fradinata, E., et al.
Published: (2019)
by: Fradinata, E., et al.
Published: (2019)
Deterministic Models in Dengue Transmission Dynamics
by: Abu Bakar, Mohd Rizam, et al.
Published: (2008)
by: Abu Bakar, Mohd Rizam, et al.
Published: (2008)
Econometric Forecasting Models for Short Term Natural Rubber Prices
by: Khin, Aye Aye
Published: (2010)
by: Khin, Aye Aye
Published: (2010)
Composite Models for Short Term Forecasting for
Natural Rubber Prices
by: Shamsudin, Mad Nasir, et al.
Published: (1990)
by: Shamsudin, Mad Nasir, et al.
Published: (1990)
Wavelet transform and neural network model for streamflow forecasting
by: Malekpour Heydari, Salimeh, et al.
Published: (2022)
by: Malekpour Heydari, Salimeh, et al.
Published: (2022)
New tourism product forecasting - application of Bass Diffusion Model and Grey Forecasting Model
by: N., Abu, et al.
Published: (2020)
by: N., Abu, et al.
Published: (2020)
New tourism product forecasting – application of bass diffusion model and grey forecasting model
by: Abu, Noratikah, et al.
Published: (2020)
by: Abu, Noratikah, et al.
Published: (2020)
Similar Items
-
Dengue dasboard for forecasting the future trend of dengue cases in Pahang using auto regression integrated moving average (ARIMA) model
by: Muhammad Khairul Syafiq, Mustafa, et al.
Published: (2021) -
Pharmacoeconomic Model Of Dengue Vaccine In Malaysia
by: Tay, Chai Jian
Published: (2018) -
A compartmental model for the transmission dynamics of rabies disease in dog population
by: Thanisha Kaliapan,, et al.
Published: (2024) -
Comparison between multiple regression and multivariate adaptive regression splines for modelling and forecasting co2 emmissions in Asean countries
by: Tay, Sze Hui
Published: (2015) -
Mode locking in a spatially extended neuron model: active soma and compartmental tree
by: Svensson, Carl-Magnus, et al.
Published: (2009)