New bio-inspired barnacle optimizers based least-square support vector machine for time-series prediction of pandemic outbreaks
Pandemic outbreaks like Coronavirus disease (COVID-19) present unprecedented challenges, demanding accurate time-series prediction models to understand disease dynamics and inform public health interventions. Traditional single machine learning models struggle to capture complex temporal patterns, e...
| Main Author: | Marzia, Ahmed |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2024
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/44603/ http://umpir.ump.edu.my/id/eprint/44603/1/New%20bio-inspired%20barnacle%20optimizers%20based%20least-square%20support%20vector%20machine%20for%20time-series%20prediction%20of%20pandemic%20outbreaks.pdf |
Similar Items
Improved barnacle mating optimizer-based least square support vector machine to predict COVID-19 confirmed cases with total vaccination
by: Ahmed, Marzia, et al.
Published: (2023)
by: Ahmed, Marzia, et al.
Published: (2023)
Covid-19 confirmed cases prediction in china based on barnacles mating optimizer-least squares support vector machines
by: Zuriani, Mustaffa, et al.
Published: (2021)
by: Zuriani, Mustaffa, et al.
Published: (2021)
Hybrid least squares support vector machines for short term predictive analysis
by: Zuriani, Mustaffa, et al.
Published: (2017)
by: Zuriani, Mustaffa, et al.
Published: (2017)
Daily allocation of energy consumption forecasting of a power distribution company using optimized least squares support vector machine
by: Ahmed, Marzia, et al.
Published: (2025)
by: Ahmed, Marzia, et al.
Published: (2025)
Short term forecasting based on hybrid least squares support vector machines
by: Zuriani, Mustaffa, et al.
Published: (2018)
by: Zuriani, Mustaffa, et al.
Published: (2018)
An application of genetic algorithm and least squares support vector machine for tracing the transmission loss in deregulated power system
by: M. W., Mustafa, et al.
Published: (2011)
by: M. W., Mustafa, et al.
Published: (2011)
Gooseneck barnacle optimization algorithm: A novel nature inspired optimization theory and application
by: Ahmed, Marzia, et al.
Published: (2024)
by: Ahmed, Marzia, et al.
Published: (2024)
Barnacles mating optimizer: a bio-inspired algorithm for solving optimization problems
by: Mohd Herwan, Sulaiman, et al.
Published: (2018)
by: Mohd Herwan, Sulaiman, et al.
Published: (2018)
Belajar Least Squares Support Vector Machines (LS-SVM) dalam masa seminggu
by: Mohd Herwan, Sulaiman, et al.
Published: (2017)
by: Mohd Herwan, Sulaiman, et al.
Published: (2017)
Rice Predictive Analysis Mechanism Utilizing Grey Wolf Optimizer-Least Squares Support Vector Machines
by: Zuriani, Mustaffa, et al.
Published: (2015)
by: Zuriani, Mustaffa, et al.
Published: (2015)
Tracing the real power transfer of individual generators to loads using least squares support vector machine with continuous genetic algorithm
by: Mohd Wazir, Mustafa, et al.
Published: (2011)
by: Mohd Wazir, Mustafa, et al.
Published: (2011)
Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression
by: An, Senjian, et al.
Published: (2007)
by: An, Senjian, et al.
Published: (2007)
Barnacles mating optimizer: A new bio-inspired algorithm for solving engineering optimization problems
by: Mohd Herwan, Sulaiman, et al.
Published: (2020)
by: Mohd Herwan, Sulaiman, et al.
Published: (2020)
Barnacles mating optimizer : a new bio-inspired algorithm for solving engineering optimization problems
by: M. H., Sulaiman, et al.
Published: (2020)
by: M. H., Sulaiman, et al.
Published: (2020)
Foundation pit displacement monitoring and prediction using least squares support vector machines based on multi-point measurement
by: Li, X., et al.
Published: (2018)
by: Li, X., et al.
Published: (2018)
Wide area monitoring system control management of the IEEE-14 bus system using least square support vector regression
by: Awalin, Lilik Jamilatul, et al.
Published: (2022)
by: Awalin, Lilik Jamilatul, et al.
Published: (2022)
Vector least-squares solutions for coupled singular matrix equations
by: Kilicman, Adem, et al.
Published: (2007)
by: Kilicman, Adem, et al.
Published: (2007)
The application of support vector machine in classifying potential archers using bio-mechanical indicators
by: Zahari, Taha, et al.
Published: (2018)
by: Zahari, Taha, et al.
Published: (2018)
Available Transfer Capability and Least Square Method
by: Hojabri, Mojgan, et al.
Published: (2012)
by: Hojabri, Mojgan, et al.
Published: (2012)
Optimized bio-inspired kernels with twin support vector machine using low identity sequences to solve imbalance multiclass classification
by: Guramand, S.K., et al.
Published: (2019)
by: Guramand, S.K., et al.
Published: (2019)
Selective opposition based constrained barnacle mating optimization: Theory and applications
by: Ahmed, Marzia, et al.
Published: (2024)
by: Ahmed, Marzia, et al.
Published: (2024)
Nonlinear least squares
by: Teunissen, Peter
Published: (1990)
by: Teunissen, Peter
Published: (1990)
Integer least-squares
by: Teunissen, Peter
Published: (2004)
by: Teunissen, Peter
Published: (2004)
Nonlinearity and Least-Squares.
by: Teunissen, Peter, et al.
Published: (1988)
by: Teunissen, Peter, et al.
Published: (1988)
Expansion series of continuous function using analytical integration of least square regression
by: Sulaeman, Erwin
Published: (2011)
by: Sulaeman, Erwin
Published: (2011)
Neural networks and support vector machines based bio-activity classification
by: Zeb Shah, Jehan, et al.
Published: (2006)
by: Zeb Shah, Jehan, et al.
Published: (2006)
To verify or not to verify: using partial least squares to predict effect of online news on panic buying during pandemic
by: Tan, Kim Lim, et al.
Published: (2022)
by: Tan, Kim Lim, et al.
Published: (2022)
Face recognition using eigenfaces and smooth support vector machine
by: Mhd, Furqan
Published: (2011)
by: Mhd, Furqan
Published: (2011)
Partial least squares path modelling of UMP students’ attitudes on statistics achievements
by: Hassan Rahnaward, Ghulami
Published: (2015)
by: Hassan Rahnaward, Ghulami
Published: (2015)
Software development for real time data capturing and least square estimation analysis
by: Abbas, Mohd. Azwan, et al.
Published: (2005)
by: Abbas, Mohd. Azwan, et al.
Published: (2005)
Least-squares collocation with integer parameters
by: Teunissen, Peter
Published: (2006)
by: Teunissen, Peter
Published: (2006)
Integer aperture least-squares estimation
by: Teunissen, Peter
Published: (2005)
by: Teunissen, Peter
Published: (2005)
The GPS integer least-squares statistics.
by: Teunissen, Peter
Published: (2000)
by: Teunissen, Peter
Published: (2000)
Least-squares variance component estimation
by: Teunissen, Peter, et al.
Published: (2008)
by: Teunissen, Peter, et al.
Published: (2008)
Least squares prediction in linear models with integer unknowns.
by: Teunissen, Peter.
Published: (2007)
by: Teunissen, Peter.
Published: (2007)
A support vector machine approach in predicting road traffic mortality in Malaysia
by: Nurul Qastalani, Radzuan, et al.
Published: (2019)
by: Nurul Qastalani, Radzuan, et al.
Published: (2019)
Real Time Flood Prediction for Sungai Isap Residence Using Support Vector Machine
by: Khoo, Chun Keong, et al.
Published: (2015)
by: Khoo, Chun Keong, et al.
Published: (2015)
Adaptive antenna array beamforming using a concatenation of recursive least square and least mean square algorithms
by: Srar, Jalal Abdulsayed
Published: (2011)
by: Srar, Jalal Abdulsayed
Published: (2011)
Multi-objective optimization on the machining parameters for bio-inspired nanocoolant
by: Keeran, Anamalai, et al.
Published: (2019)
by: Keeran, Anamalai, et al.
Published: (2019)
Prediction Of PM10 Concentration Using Multiple Linear Regression And Support Vector Machine
by: Zailan, Masezatti
Published: (2018)
by: Zailan, Masezatti
Published: (2018)
Similar Items
-
Improved barnacle mating optimizer-based least square support vector machine to predict COVID-19 confirmed cases with total vaccination
by: Ahmed, Marzia, et al.
Published: (2023) -
Covid-19 confirmed cases prediction in china based on barnacles mating optimizer-least squares support vector machines
by: Zuriani, Mustaffa, et al.
Published: (2021) -
Hybrid least squares support vector machines for short term predictive analysis
by: Zuriani, Mustaffa, et al.
Published: (2017) -
Daily allocation of energy consumption forecasting of a power distribution company using optimized least squares support vector machine
by: Ahmed, Marzia, et al.
Published: (2025) -
Short term forecasting based on hybrid least squares support vector machines
by: Zuriani, Mustaffa, et al.
Published: (2018)