Weighted rank aggregation of cluster validation measures: a Monte Carlo cross-entropy approach
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Vasyl Pihur | Susmita Datta | Somnath Datta | S. Datta | S. Datta | V. Pihur | Vasyl Pihur
[1] J. A. Hartigan,et al. A k-means clustering algorithm , 1979 .
[2] Joshua D. Knowles,et al. Evolutionary Multiobjective Clustering , 2004, PPSN.
[3] P. Rousseeuw. Silhouettes: a graphical aid to the interpretation and validation of cluster analysis , 1987 .
[4] Susmita Datta,et al. Methods for evaluating clustering algorithms for gene expression data using a reference set of functional classes , 2006, BMC Bioinformatics.
[5] A. Raftery,et al. Model-based Gaussian and non-Gaussian clustering , 1993 .
[6] Alfonso Valencia,et al. A hierarchical unsupervised growing neural network for clustering gene expression patterns , 2001, Bioinform..
[7] Shie Mannor,et al. A Tutorial on the Cross-Entropy Method , 2005, Ann. Oper. Res..
[8] Joshua D. Knowles,et al. Exploiting the Trade-off - The Benefits of Multiple Objectives in Data Clustering , 2005, EMO.
[9] HandlJulia,et al. Computational cluster validation in post-genomic data analysis , 2005 .
[10] Teuvo Kohonen,et al. Self-Organizing Maps , 2010 .
[11] B. Frey,et al. The functional landscape of mouse gene expression , 2004, Journal of biology.
[12] Dirk P. Kroese,et al. The Cross-Entropy Method: A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning , 2004 .
[13] R. Rubinstein. Combinatorial Optimization, Cross-Entropy, Ants and Rare Events , 2001 .
[14] Ali S. Hadi,et al. Finding Groups in Data: An Introduction to Chster Analysis , 1991 .
[15] Lothar Thiele,et al. Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization , 2003 .
[16] Dirk P. Kroese,et al. The Cross-Entropy Method , 2011, Information Science and Statistics.
[17] Ronald Fagin,et al. Comparing top k lists , 2003, SODA '03.
[18] J. Dunn. Well-Separated Clusters and Optimal Fuzzy Partitions , 1974 .
[19] D. Botstein,et al. The transcriptional program of sporulation in budding yeast. , 1998, Science.
[20] Keith Baggerly,et al. Transcriptomic changes in human breast cancer progression as determined by serial analysis of gene expression , 2004, Breast Cancer Research.
[21] Douglas B. Kell,et al. Computational cluster validation in post-genomic data analysis , 2005, Bioinform..
[22] Anil K. Jain,et al. Multiobjective data clustering , 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..
[23] Ka Yee Yeung,et al. Validating clustering for gene expression data , 2001, Bioinform..
[24] S. Uryasev,et al. Stochastic optimization : Algorithms and Applications , 2001 .
[25] R. Rubinstein. The Cross-Entropy Method for Combinatorial and Continuous Optimization , 1999 .
[26] Susmita Datta,et al. Comparisons and validation of statistical clustering techniques for microarray gene expression data , 2003, Bioinform..
[27] Reuven Y. Rubinstein,et al. Optimization of computer simulation models with rare events , 1997 .
[28] Peter J. Rousseeuw,et al. Finding Groups in Data: An Introduction to Cluster Analysis , 1990 .