Mar 1, 2021 · This paper develops a new radius-margin-based SVM model with fruit fly optimization algorithm (FOA) called FOA-F-SVM, which considers the ...
This paper develops a new radius-margin-based SVM model with fruit fly optimization algorithm (FOA) called FOA-F-SVM, which considers the maximization of margin ...
An improved bagging ensemble surrogate-assisted evolutionary algorithm (IBE-CSEA) is proposed to solve many-objective optimization problems where an ...
... One similar approach to this paper came with the utilization of the fruit fly optimization algorithm (FOA) in the process of gaining optimal value during ...
Xue, Z., Du, P., Su, H. (2014). Harmonic analysis for hyperspectral image classification integrated with PSO optimized SVM. IEEE Journal of Stars 7(6), 2131– ...
A novel F-SVM based on FOA for improving SVM performance. Q. Gu, Y. Chang, X. Li, Z. Chang, and Z. Feng. Expert Syst. Appl., (2021 ).
Jan 2, 2018 · It can deal with classification and regression problems very successfully. Due to the excellent learning performance of support vector machine, ...
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[PDF] Parameters Optimization of SVM Based on Improved FOA and Its ...
www.jsoftware.us › 110-JSW1527
In this paper, the input feature of SVM is obtained by a novel hybrid method based on LCD and AR model. The four kinds of hydraulic pump fault signals are ...
May 1, 2019 · Therefore, we propose MD-SVM as an improved version of the MI-SVM algorithm and apply it to identify transcription factor binding sites. In the ...
Aug 20, 2015 · random forests are more likely to achieve a better performance than SVMs. Besides, the way algorithms are implemented (and for theoretical ...
Missing: novel F-