A novel hybrid wrapper–filter approach based on genetic algorithm, particle swarm optimization for feature subset selection
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Computer Science
Link
http://link.springer.com/content/pdf/10.1007/s12652-019-01364-5.pdf
Reference100 articles.
1. Apolloni J, Leguizamón G, Alba E (2016) Two hybrid wrapper-filter feature selection algorithms applied to high-dimensional microarray experiments. Appl Soft Comput 38:922–932
2. Bennasar M, Hicks Y, Setchi R (2015) Feature selection using joint mutual information maximisation. Expert Syst Appl 42(22):8520–8532
3. Bostani H, Sheikhan M (2017) Hybrid of binary gravitational search algorithm and mutual information for feature selection in intrusion detection systems. Soft Comput 21(9):2307–2324
4. Butler-Yeoman T, Xue B, Zhang M (2015) Particle swarm optimisation for feature selection: a hybrid filter-wrapper approach. In: CEC, pp 2428–2435
5. Cervante L, Xue B, Zhang M, Shang L (2012) Binary particle swarm optimisation for feature selection: a filter based approach. In: Evolutionary computation (CEC), 2012 IEEE congress. IEEE, pp 1–8
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