| [1] Ramsay J O. When the data are functions[J]. Psychometrika, 1982, 47(4): 379-396.[2] Ramsay J O, Silverman B W. Functional data analysis[M]. New York: Springer, Berlin Heidelberg, 1997.[3] Ramsay J O, Silverman B W. Applied functional data analysis: methods and case studies[M]. New York: Springer, Berlin Heidelberg, 2002.[4] 戴晖. 函数型数据的分步系统聚类算法研究[D]. 天津: 天津大学管理与经济学部, 2012.Dai H. The Step-by-step Hierarchical Clustering Method for Functional Data[D]. Tianjin: College of Management and Economics, Tianjin University. 2012.[5] 李因果, 戴翼, 何晓群. 基于自适应权重的面板数据聚类方法[J]. 系统工程理论实践, 2013, 33(2): 388-395.Li Y G, Dai Y, He X Q. Clustering method for panel data based on adaptive weighting[J]. Systems Engineering-Theory & Practice, 2013, 33(2): 388-395. [6] 文传军, 詹永照, 柯佳. 广义均衡模糊C均值聚类算法[J]. 系统工程理论实践, 2012, 32(12): 2751-2755.Wen C J, Zhan Y Z, He G. General equalization fuzzy C-means clustering algorithm[J]. Systems Engineering-Theory & Practice, 2012, 32(12): 2751-2755. [7] 武森, 冯小东, 吴庆海. 基于稀疏指数排序的高维数据并行聚类算法[J]. 系统工程理论实践, 2011, 31(增刊2): 13-18.Wu S, Feng X D, Wu Q H. Parallel clustering algorithm based on sparse index sort of high dimensional data[J]. Systems Engineering-Theory & Practice, 2011, 31(增刊2): 13-18. [8] 刘靖明, 韩丽川, 侯立文. 基于粒子群的K均值聚类算法[J]. 系统工程理论实践, 2005, 25(6): 54-58.Liu J M, Han L C, Hou L W. Cluster Analysis Based on Particle Swarm Optimization Algorithm [J]. Systems Engineering-Theory & Practice, 2005, 25(6): 54-58. [9] Abraham C, Cornillon P A, Lober E M, Molinari N. Unsupervised curve clustering using b-splines[J]. Scandinavian journal of statistics, 2003, 30(3): 581–595.[10] Li P, Chiou J. Identifying cluster number for subspace projected functional data clustering[J]. computational statistics & data analysis, 2011, 55(6): 2090-2103.[11] Liu X, Yang M C. Simultaneous curve registration and clustering for functional data[J]. Computational statistics & data analysis, 2009, 53(4): 1361-1376[12] 王劼, 黄可飞, 王惠文. 一种函数型数据的聚类分析方法[J]. 数理统计与管理. 2009, 28(5): 839-844.Wang J, Huang K F, Wang H W. A Cluster Method of Functional Data Analysis[J]. Application of statistics and management, 2009, 28(5): 839-844. [13] 陈晓锋, 殷瑞飞. 基于基函数展开的函数型数据聚类方法[J]. 统计与决策. 2009, (19): 10-12.Chen X F, Yin R F. Clustering algorithm for functional data based on basis function expansion[J]. Statistics and decision, 2009, (19): 10-12. [14] Hebrail G, Hugueney B, Lechevallier Y, Rossi F. Exploratory analysis of functional data via clustering and optimal segmentation[J]. Neurocomputing, 2010, (73): 1125-1141.[15] Sangalli L M, Secchi P, Vantini S, Vitelli V. k-mean alignment for curve clustering[J]. Computational Statistics and Data Analysis, 2010, (54): 1219-1233.[16] Jank W. Ascent EM for fast and global solutions to finite mixtures: An application to curve-clustering of online auctions[J]. Computational Statistics & Data Analysis, 2005, (51): 747–761.[17] Ramsay J O, Hooker G, Graves S. Functional Data Analysis with R and MATLAB[M]. New York Springer, Dordrecht Heidelberg. 2009.[18] Hubert L, Arabie P. Comparing partitions[J]. Journal of Classification, 1985, 2(1): 193-218.[19] 肖泽磊, 李帮义. 基于多维面板数据的聚类方法探析及实证研究. 数理统计与管理, 2009, 28(5): 831-838.Xiao Z L, Li B Y. The Discussion on the Clustering Way Based on the Multi-dimensional Panel Data and Empirical Analysis[J]. Application of Statistics and Management, 2009, 28(5): 831-838. |
