An evolutionary framework based microarray gene selection and classification approach using binary shuffled frog leaping algorithm

作者: Rasmita Dash , Rajashree Dash , Rasmita Rautray

DOI: 10.1016/J.JKSUCI.2019.04.002

关键词:

摘要: … Feature selection approach This section focuses on BSFLA for gene selection. But prior to the implementation of BSFLA, an initial feature selection method is implemented to preselect …

参考文章(34)
Yonghe Lu, Minghui Liang, Zeyuan Ye, Lichao Cao, Improved particle swarm optimization algorithm and its application in text feature selection Applied Soft Computing. ,vol. 35, pp. 629- 636 ,(2015) , 10.1016/J.ASOC.2015.07.005
Rasmita Dash, B. B. Misra, Satchidananda Dehuri, Sung-Bae Cho, Efficient Microarray Data Classification with Three-Stage Dimensionality Reduction Advances in Intelligent Systems and Computing. pp. 805- 812 ,(2015) , 10.1007/978-81-322-2012-1_87
Kenji Kira, Larry A. Rendell, A Practical Approach to Feature Selection international conference on machine learning. pp. 249- 256 ,(1992) , 10.1016/B978-1-55860-247-2.50037-1
Stuart W. Card, Information distance based fitness and diversity metrics genetic and evolutionary computation conference. pp. 1851- 1854 ,(2010) , 10.1145/1830761.1830815
David G. Beer, Sharon L.R. Kardia, Chiang-Ching Huang, Thomas J. Giordano, Albert M. Levin, David E. Misek, Lin Lin, Guoan Chen, Tarek G. Gharib, Dafydd G. Thomas, Michelle L. Lizyness, Rork Kuick, Satoru Hayasaka, Jeremy M.G. Taylor, Mark D. Iannettoni, Mark B. Orringer, Samir Hanash, Gene-expression profiles predict survival of patients with lung adenocarcinoma Nature Medicine. ,vol. 8, pp. 816- 824 ,(2002) , 10.1038/NM733
Hany M. Hasanien, Shuffled Frog Leaping Algorithm for Photovoltaic Model Identification IEEE Transactions on Sustainable Energy. ,vol. 6, pp. 509- 515 ,(2015) , 10.1109/TSTE.2015.2389858
Subhajit Kar, Kaushik Das Sharma, Madhubanti Maitra, Gene selection from microarray gene expression data for classification of cancer subgroups employing PSO and adaptive K-nearest neighborhood technique Expert Systems With Applications. ,vol. 42, pp. 612- 627 ,(2015) , 10.1016/J.ESWA.2014.08.014
Chien-Pang Lee, Yungho Leu, A novel hybrid feature selection method for microarray data analysis soft computing. ,vol. 11, pp. 208- 213 ,(2011) , 10.1016/J.ASOC.2009.11.010
Li-Yeh Chuang, Cheng-Hong Yang, Jung-Chike Li, None, Chaotic maps based on binary particle swarm optimization for feature selection soft computing. ,vol. 11, pp. 239- 248 ,(2011) , 10.1016/J.ASOC.2009.11.014
Boyan Bonev, Francisco Escolano, Daniela Giorgi, Silvia Biasotti, Information-theoretic selection of high-dimensional spectral features for structural recognition Computer Vision and Image Understanding. ,vol. 117, pp. 214- 228 ,(2013) , 10.1016/J.CVIU.2012.11.007