Review of Existing Methods for Finding Initial Clusters in K-means Algorithm
暂无分享,去创建一个
[1] Samarjeet Borah,et al. Performance Analysis of AIM-K-means & K-means in Quality Cluster Generation , 2009, ArXiv.
[2] Julius T. Tou,et al. Pattern Recognition Principles , 1974 .
[3] C.-C. Jay Kuo,et al. A new initialization technique for generalized Lloyd iteration , 1994, IEEE Signal Processing Letters.
[4] Shehroz S. Khan,et al. Computation of Initial Modes for K-modes Clustering Algorithm Using Evidence Accumulation , 2007, IJCAI.
[5] Shehroz S. Khan,et al. Cluster center initialization algorithm for K-means clustering , 2004, Pattern Recognit. Lett..
[6] M. P. Sebastian,et al. Improving the Accuracy and Efficiency of the k-means Clustering Algorithm , 2009 .
[7] Patricio A. Vela,et al. A Comparative Study of Efficient Initialization Methods for the K-Means Clustering Algorithm , 2012, Expert Syst. Appl..
[8] Pedro Larrañaga,et al. An empirical comparison of four initialization methods for the K-Means algorithm , 1999, Pattern Recognit. Lett..
[9] A. Hussain,et al. Hierarchical K-Means Algorithm Applied On Isolated Malay Digit Speech Recognit ion , 2012 .
[10] Seiji Yamada,et al. Careful Seeding Method based on Independent Components Analysis for k-means Clustering , 2012 .
[11] Stephen J. Redmond,et al. A method for initialising the K-means clustering algorithm using kd-trees , 2007, Pattern Recognit. Lett..
[12] Michael R. Anderberg,et al. Cluster Analysis for Applications , 1973 .
[13] Madhu Yedla,et al. Enhancing K-means Clustering Algorithm with Improved Initial Center , 2010 .
[14] Petra Perner,et al. Data Mining - Concepts and Techniques , 2002, Künstliche Intell..
[15] Fernando Bação,et al. The self-organizing map, the Geo-SOM, and relevant variants for geosciences , 2005, Comput. Geosci..
[16] Paul S. Bradley,et al. Refining Initial Points for K-Means Clustering , 1998, ICML.