A Brief Survey on Nature-Inspired Metaheuristics for Feature Selection in Classification in this Decade

作者: Wei Liu , Jianyu Wang

DOI: 10.1109/ICNSC.2019.8743245

关键词:

摘要: … Feature selection as a preprocessing technique plays an important role in improving the … survey on feature selection based on nature-inspired metaheuristics for classification in this …

参考文章(51)
Alireza Moayedikia, Richard Jensen, Uffe Kock Wiil, Rana Forsati, Weighted bee colony algorithm for discrete optimization problems with application to feature selection Engineering Applications of Artificial Intelligence. ,vol. 44, pp. 153- 167 ,(2015) , 10.1016/J.ENGAPPAI.2015.06.003
Tony Butler-Yeoman, Bing Xue, Mengjie Zhang, Particle swarm optimisation for feature selection: A hybrid filter-wrapper approach congress on evolutionary computation. pp. 2428- 2435 ,(2015) , 10.1109/CEC.2015.7257186
Bing Xue, Liam Cervante, Lin Shang, Mengjie Zhang, A particle swarm optimisation based multi-objective filter approach to feature selection for classification pacific rim international conference on artificial intelligence. pp. 673- 685 ,(2012) , 10.1007/978-3-642-32695-0_59
Eid Emary, Hossam M Zawbaa, Kareem Kamal A Ghany, Aboul Ella Hassanien, Bazil Parv, None, Firefly Optimization Algorithm for Feature Selection balkan conference in informatics. pp. 26- ,(2015) , 10.1145/2801081.2801091
Alexander E.I. Brownlee, Olivier Regnier-Coudert, John A.W. McCall, Stewart Massie, Stefan Stulajter, An application of a GA with Markov network surrogate to feature selection International Journal of Systems Science. ,vol. 44, pp. 2039- 2056 ,(2013) , 10.1080/00207721.2012.684449
Bing Xue, Mengjie Zhang, Will N. Browne, Multi-objective particle swarm optimisation (PSO) for feature selection genetic and evolutionary computation conference. pp. 81- 88 ,(2012) , 10.1145/2330163.2330175
Pablo Bermejo, Jose A Gámez, Jose M Puerta, None, A GRASP algorithm for fast hybrid (filter-wrapper) feature subset selection in high-dimensional datasets Pattern Recognition Letters. ,vol. 32, pp. 701- 711 ,(2011) , 10.1016/J.PATREC.2010.12.016
Bing Xue, Mengjie Zhang, Will N. Browne, Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach IEEE Transactions on Systems, Man, and Cybernetics. ,vol. 43, pp. 1656- 1671 ,(2013) , 10.1109/TSMCB.2012.2227469
Bing Xue, Liam Cervante, Lin Shang, Will N. Browne, Mengjie Zhang, A multi-objective particle swarm optimisation for filter-based feature selection in classification problems Connection Science. ,vol. 24, pp. 91- 116 ,(2012) , 10.1080/09540091.2012.737765
J LIN, H KE, B CHIEN, W YANG, Classifier design with feature selection and feature extraction using layered genetic programming Expert Systems With Applications. ,vol. 34, pp. 1384- 1393 ,(2008) , 10.1016/J.ESWA.2007.01.006