A Stability Based Method for Discovering Structure in Clustered Data
暂无分享,去创建一个
Isabelle Guyon | André Elisseeff | Asa Ben-Hur | A. Elisseeff | A. Ben-Hur | I. Ramadass Subramanian | Isabelle M Guyon | Asa Ben-Hur
[1] Eytan Domany,et al. Resampling Method for Unsupervised Estimation of Cluster Validity , 2001, Neural Computation.
[2] N. Sampas,et al. Molecular classification of cutaneous malignant melanoma by gene expression profiling , 2000, Nature.
[3] D Haussler,et al. Knowledge-based analysis of microarray gene expression data by using support vector machines. , 2000, Proceedings of the National Academy of Sciences of the United States of America.
[4] I. Guyon,et al. Detecting stable clusters using principal component analysis. , 2003, Methods in molecular biology.
[5] André Elisseeff,et al. Algorithmic Stability and Generalization Performance , 2000, NIPS.
[6] C. Mallows,et al. A Method for Comparing Two Hierarchical Clusterings , 1983 .
[7] André Hardy,et al. An examination of procedures for determining the number of clusters in a data set , 1994 .
[8] G. Getz,et al. Coupled two-way clustering analysis of gene microarray data. , 2000, Proceedings of the National Academy of Sciences of the United States of America.
[9] Ka Yee Yeung,et al. Validating clustering for gene expression data , 2001, Bioinform..
[10] Adrian E. Raftery,et al. How Many Clusters? Which Clustering Method? Answers Via Model-Based Cluster Analysis , 1998, Comput. J..
[11] Roded Sharan,et al. Algorithmic approaches to clustering gene expression data , 2001 .
[12] Richard C. Dubes,et al. Stability of a hierarchical clustering , 1980, Pattern Recognit..
[13] B. Efron. The jackknife, the bootstrap, and other resampling plans , 1987 .
[14] Robert Tibshirani,et al. Estimating the number of clusters in a data set via the gap statistic , 2000 .
[15] D. Botstein,et al. Cluster analysis and display of genome-wide expression patterns. , 1998, Proceedings of the National Academy of Sciences of the United States of America.
[16] Anil K. Jain,et al. Algorithms for Clustering Data , 1988 .
[17] A. Dunker. The pacific symposium on biocomputing , 1998 .