Multi-view clustering with extreme learning machine

作者: Qiang Wang , Yong Dou , Xinwang Liu , Qi Lv , Shijie Li

DOI: 10.1016/J.NEUCOM.2016.06.035

关键词:

摘要: Nowadays, data always have multiple representations, and a good feature representation usually leads to a good clustering performance. Existing multi-view clustering works …

参考文章(47)
Rongkai Xia, Lei Du, Yan Pan, Jian Yin, Robust multi-view spectral clustering via low-rank and sparse decomposition national conference on artificial intelligence. pp. 2149- 2155 ,(2014)
Chamara Kasun Liyanaarachchi Lekamalage, Tianchi Liu, Yan Yang, Zhiping Lin, Guang-Bin Huang, Extreme Learning Machine for Clustering Springer, Cham. pp. 435- 444 ,(2015) , 10.1007/978-3-319-14063-6_36
Gao Huang, Tianchi Liu, Yan Yang, Zhiping Lin, Shiji Song, Cheng Wu, Discriminative clustering via extreme learning machine Neural Networks. ,vol. 70, pp. 1- 8 ,(2015) , 10.1016/J.NEUNET.2015.06.002
Sihang Zhou, Xinwang Liu, Qiang Liu, Siqi Wang, Chengzhang Zhu, Jianping Yin, Random Fourier extreme learning machine with ℓ2,1-norm regularization Neurocomputing. ,vol. 174, pp. 143- 153 ,(2016) , 10.1016/J.NEUCOM.2015.03.113
Yong Peng, Wei-Long Zheng, Bao-Liang Lu, An unsupervised discriminative extreme learning machine and its applications to data clustering Neurocomputing. ,vol. 174, pp. 250- 264 ,(2016) , 10.1016/J.NEUCOM.2014.11.097
Yueqing Wang, Yong Dou, Xinwang Liu, Yuanwu Lei, PR-ELM: Parallel regularized extreme learning machine based on cluster Neurocomputing. ,vol. 173, pp. 1073- 1081 ,(2016) , 10.1016/J.NEUCOM.2015.08.066
Qiang Liu, Sihang Zhou, Chengzhang Zhu, Xinwang Liu, Jianping Yin, MI-ELM: Highly efficient multi-instance learning based on hierarchical extreme learning machine Neurocomputing. ,vol. 173, pp. 1044- 1053 ,(2016) , 10.1016/J.NEUCOM.2015.08.061
P. Berkhin, A Survey of Clustering Data Mining Techniques Grouping Multidimensional Data. pp. 25- 71 ,(2006) , 10.1007/3-540-28349-8_2
Hinrich Schütze, Christopher D. Manning, Prabhakar Raghavan, Introduction to Information Retrieval ,(2005)
Derek Greene, Pádraig Cunningham, A Matrix Factorization Approach for Integrating Multiple Data Views european conference on machine learning. pp. 423- 438 ,(2009) , 10.1007/978-3-642-04180-8_45