Clustering of the self-organizing map using a clustering validity index based on inter-cluster and intra-cluster density
暂无分享,去创建一个
[1] James C. Bezdek,et al. Generalized clustering networks and Kohonen's self-organizing scheme , 1993, IEEE Trans. Neural Networks.
[2] M. Vazirgiannis,et al. Clustering validity assessment using multi representatives , 2002 .
[3] Hava T. Siegelmann,et al. Clustering Irregular Shapes Using High-Order Neurons , 2000, Neural Computation.
[4] J. Dunn. Well-Separated Clusters and Optimal Fuzzy Partitions , 1974 .
[5] Esa Alhoniemi,et al. Clustering of the self-organizing map , 2000, IEEE Trans. Neural Networks Learn. Syst..
[6] Gerardo Beni,et al. A Validity Measure for Fuzzy Clustering , 1991, IEEE Trans. Pattern Anal. Mach. Intell..
[7] Fionn Murtagh,et al. Interpreting the Kohonen self-organizing feature map using contiguity-constrained clustering , 1995, Pattern Recognit. Lett..
[8] Jouko Lampinen,et al. Clustering properties of hierarchical self-organizing maps , 1992, Journal of Mathematical Imaging and Vision.
[9] Anil K. Jain,et al. A self-organizing network for hyperellipsoidal clustering (HEC) , 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).
[10] Melody Y. Kiang,et al. Extending the Kohonen self-organizing map networks for clustering analysis , 2002 .
[11] Terrance L. Huntsberger,et al. PARALLEL SELF-ORGANIZING FEATURE MAPS FOR UNSUPERVISED PATTERN RECOGNITION , 1990 .
[12] Anil K. Jain,et al. Data clustering: a review , 1999, CSUR.
[13] James C. Bezdek,et al. Some new indexes of cluster validity , 1998, IEEE Trans. Syst. Man Cybern. Part B.
[14] R. Fisher. THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS , 1936 .
[15] T. Kohonen. Self-organized formation of topographically correct feature maps , 1982 .
[16] Yanda Li,et al. Self-organizing map as a new method for clustering and data analysis , 1993, Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan).
[17] G. W. Milligan,et al. The Effect of Cluster Size, Dimensionality, and the Number of Clusters on Recovery of True Cluster Structure , 1983, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[18] Teuvo Kohonen,et al. Self-organized formation of topologically correct feature maps , 2004, Biological Cybernetics.
[19] R. Gray,et al. Vector quantization , 1984, IEEE ASSP Magazine.
[20] Catherine Blake,et al. UCI Repository of machine learning databases , 1998 .
[21] Vipin Kumar,et al. Chameleon: Hierarchical Clustering Using Dynamic Modeling , 1999, Computer.
[22] Petra Perner,et al. Data Mining - Concepts and Techniques , 2002, Künstliche Intell..
[23] Sudipto Guha,et al. CURE: an efficient clustering algorithm for large databases , 1998, SIGMOD '98.
[24] B. Ripley,et al. Pattern Recognition , 1968, Nature.
[25] Rajesh N. Davé,et al. Validating fuzzy partitions obtained through c-shells clustering , 1996, Pattern Recognit. Lett..