A gray wolf algorithm for feature and parameter selection of support vector classification
OS Qasim, ZY Algamal - International Journal of Computing …, 2021 - inderscienceonline.com
… gray wolf optimisation (GWO) algorithm is proposed to improve feature selection and determine
the optimal parameter … determination and feature selection of support vector machines’, …
the optimal parameter … determination and feature selection of support vector machines’, …
[HTML][HTML] On the prediction of methane adsorption in shale using grey wolf optimizer support vector machine approach
… This paper presents a novel machine learning method called grey wolf optimizer support
vector machine (GWO-SVM) to predict adsorbed gas. For this purpose, a data set containing …
vector machine (GWO-SVM) to predict adsorbed gas. For this purpose, a data set containing …
A new hybrid grey wolf optimizer-feature weighted-multiple kernel-support vector regression technique to predict TBM performance
… algorithms (such as grey wolf optimizer and biogeography-based optimization) can improve
… namely grey wolf optimizer-feature weighted-multiple kernel-support vector regression (GWO…
… namely grey wolf optimizer-feature weighted-multiple kernel-support vector regression (GWO…
[PDF][PDF] Grey Wolf Optimization Parameter Control for Feature Selection in Anomaly Detection.
H Almazini, KR Ku-Mahamud - International Journal of Intelligent …, 2021 - researchgate.net
… grey wolf optimization (EBGWO) algorithm for FS in anomaly detection by controlling the
balancing parameter. … Secondly, support vector machine is used for the classification process. …
balancing parameter. … Secondly, support vector machine is used for the classification process. …
Predicting customer churn using grey wolf optimization‐based support vector machine with principal component analysis
B Durkaya Kurtcan, T Ozcan - Journal of Forecasting, 2023 - Wiley Online Library
… feature selection and optimization in … to select the best features, support vector machine
(SVM) to predict customer churn, and grey wolf optimization (GWO) to optimize the parameters of …
(SVM) to predict customer churn, and grey wolf optimization (GWO) to optimize the parameters of …
A support vector machine with particle swarm optimization grey wolf optimizer for network intrusion detection
C Chen, L Song, C Bo, W Shuo - … International Conference on …, 2021 - ieeexplore.ieee.org
… Once the parameter selection is unscientific, it will lead to poor classification accuracy. To …
presents a Grey Wolf Optimizer Algorithm based on Particle Swarm Optimization (PSOGWO) …
presents a Grey Wolf Optimizer Algorithm based on Particle Swarm Optimization (PSOGWO) …
Breast cancer detection based on feature selection using enhanced grey wolf optimizer and support vector machine algorithms
… In this paper, enhanced grey wolf optimization-support vector machine (EGWO-SVM)
technique is proposed to select the optimum subset of features which would result in maximum …
technique is proposed to select the optimum subset of features which would result in maximum …
[HTML][HTML] Improvement of grey wolf optimizer with adaptive middle filter to adjust support vector machine parameters to predict diabetes complications
… In this paper, grey wolf optimizer (GWO) is used to solve the diabetes diagnosis problem.
The important point of the proposed algorithm is the accuracy of that compared to other …
The important point of the proposed algorithm is the accuracy of that compared to other …
[HTML][HTML] Development of a hybrid support vector machine with grey wolf optimization algorithm for detection of the solar power plants anomalies
… The first model is based on a physical model, the second on a support vector machine (SVM)
regression model, and the third on an SVM classification model. Grey wolf optimizer was …
regression model, and the third on an SVM classification model. Grey wolf optimizer was …
[HTML][HTML] New sequential and parallel support vector machine with grey wolf optimizer for breast cancer diagnosis
… The first contribution is improving the performance of support vector machine (SVM)
using a recent grey wolf optimizer (GWO) for diagnosis breast cancer with efficient scaling …
using a recent grey wolf optimizer (GWO) for diagnosis breast cancer with efficient scaling …