[1] MACQUEEN J. Some methods for classification and analysis of multivariate observations[C]// Proceedings of 5th Berkeley Symposium on Mathematical Statistics and Probability. Berkeley, USA: AMS Press, 1967: 281-297. [2] JEFF WU C F. On the convergence properties of the EM algorithm[J]. Annals of Statistics, 1982, 11(1): 95-103. [3] PARK H S, JUN C H. A simple and fast algorithm for K-medoids clustering[J]. Expert Systems with Applications, 2009, 36(2): 3336-3341. [4] DING S F, ZHANG L W, ZHANG Y. Research on spectral clustering algorithms and prospects[C]// Proceedings of the 2nd International Conference on Computer Engineering and Technology. ChengDu, China: IEEE Press, 2010: 149-153. [5] LUXBURG U V. A tutorial on spectral clustering[J]. Statistics and Computing, 2007, 17(4): 395-416. [6] HAGEN L, KAHNG A. New spectral methods for ratio cut partitioning and clustering[J]. IEEE Transactions on Computer-Aided Design, 2006, 11(9): 1074-1085. [7] SHI J B, MALIK J. Normalized cuts and image segmentation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000, 22(8): 888-905. [8] NG A Y, JORDAN M, WEISS Y. On spectral clustering: analysis and an algorithm[A]. Advances in Neural Information Processing Systems[M]. MIT Press, 2002: 849-856. [9] 徐天顺. 谱聚类算法研究[J]. 电脑知识与技术, 2012, 8(16): 3948-3950. [10] Bodenhofer U, Kothmeier A, Hochreiter S. APCluster: An R package for affinity propagation clustering[J]. Bioinformatics, 2011, 27(17): 2463-2464. [11] 谢国瑞. 线性代数及应用[M].北京:高等教育出版社,1999. [12] HUBERT L, ARABIE P. Comparing partitions[J]. Journal of Classification, 1985, 2(1):193-218. [13] SAPORTA, YOUNESS G. Comparing two partitions: Some proposals and experiments[J]. Compstat. Physica-Verlag HD, 2002: 243-248. [14] MARTIN L C, GLOOR G B, DUNN S D, et al. Using information theory to search for Co-evolving residues in proteins[J]. Bioinformatics, 2005, 21(22): 4116-24. [15] MIYAHARA S, KOMAZAKI Y, MIYAMOTO S. An algorithm combining spectral clustering and DBSCAN for core points[J]. Advances in Intelligent Systems & Computing, 2014, 245: 21-28. [16] MURTAGH F, LEGENDRE P. Ward’s hierarchical agglomerative clustering method: Which algorithms implement ward’s criterion?[J]. Journal of Classification, 2014, 31(3): 274-295. [17]DETTLING M. BagBoosting for tumor classification with gene expression data[J]. Bioinformatics, 2004, 20(18): 3583-3593. [18] 邓小燕, 甘晓玲, 唐宜. 谱聚类算法在基因表达数据分析中的应用[J]. 现代计算机, 2014, (6): 8-12, 24. [19] 祝国强,杭国明,滕海英,等. 谈谈两总体比较的非参数检验方法[J]. 数理医药杂志, 2011, 24(5): 524-525. |