An optimized classification algorithm by BP neural network based on PLS and HCA

作者: Weikuan Jia , Dean Zhao , Tian Shen , Shifei Ding , Yuyan Zhao

DOI: 10.1007/S10489-014-0618-X

关键词:

摘要: … to find a corresponding precision BP neural network model, and … network model. In this paper, the theories of PLS and HCA are combined together with the property of BP neural network…

参考文章(37)
Krzysztof Bartecki, Neural network-based PCA: an application to approximation of a distributed parameter system international conference on artificial intelligence and soft computing. pp. 3- 11 ,(2012) , 10.1007/978-3-642-29347-4_1
David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams, Learning representations by back-propagating errors Nature. ,vol. 323, pp. 696- 699 ,(1988) , 10.1038/323533A0
Susana A. Leiva-Valdebenito, Francisco J. Torres-Avilés, Una revisión de los algoritmos de partición más comunes en el análisis de conglomerados: un estudio comparativo Revista Colombiana de Estadistica. ,vol. 33, pp. 321- 339 ,(2010)
Shifei Ding, Weikuan Jia, Chunyang Su, Liwen Zhang, Zhongzhi Shi, Neural Network Research Progress and Applications in Forecast Lecture Notes in Computer Science. pp. 783- 793 ,(2008) , 10.1007/978-3-540-87734-9_89
Yanyuan Ma, Liping Zhu, A Review on Dimension Reduction International Statistical Review. ,vol. 81, pp. 134- 150 ,(2013) , 10.1111/J.1751-5823.2012.00182.X
Joselene Marques, Erik Dam, Texture Analysis by a PLS Based Method for Combined Feature Extraction and Selection Machine Learning in Medical Imaging. pp. 109- 116 ,(2011) , 10.1007/978-3-642-24319-6_14
Longqin Xu, Shuangyin Liu, Study of short-term water quality prediction model based on wavelet neural network Mathematical and Computer Modelling. ,vol. 58, pp. 807- 813 ,(2013) , 10.1016/J.MCM.2012.12.023
Stephen G. Matthews, Mario A. Gongora, Adrian A. Hopgood, Evolutionary algorithms and fuzzy sets for discovering temporal rules International Journal of Applied Mathematics and Computer Science. ,vol. 23, pp. 855- 868 ,(2013) , 10.2478/AMCS-2013-0064