A supervised learning approach to the unsupervised clustering of genes
暂无分享,去创建一个
Nitesh V. Chawla | Scott J. Emrich | Geoffrey H. Siwo | Andrew K. Rider | Geoffrey Siwo | Michael T. Ferdig | N. Chawla | S. Emrich | M. Ferdig
[1] Dekang Lin,et al. An Information-Theoretic Definition of Similarity , 1998, ICML.
[2] P. Sneath,et al. Numerical Taxonomy , 1962, Nature.
[3] J. Nap,et al. Genetical genomics : the added value from segregation , 2001 .
[4] Francis D. Gibbons,et al. Judging the quality of gene expression-based clustering methods using gene annotation. , 2002, Genome research.
[5] Matthew A. Hibbs,et al. Finding function: evaluation methods for functional genomic data , 2006, BMC Genomics.
[6] J. A. Hartigan,et al. A k-means clustering algorithm , 1979 .
[7] S. Wuchty,et al. Regulatory Hotspots in the Malaria Parasite Genome Dictate Transcriptional Variation , 2008, PLoS biology.
[8] Russ B. Altman,et al. Using Pre-existing Microarray Datasets to Increase Experimental Power: Application to Insulin Resistance , 2010, PLoS Comput. Biol..
[9] Mike Tyers,et al. BioGRID: a general repository for interaction datasets , 2005, Nucleic Acids Res..
[10] J. H. Ward. Hierarchical Grouping to Optimize an Objective Function , 1963 .
[11] J. Ross Quinlan,et al. C4.5: Programs for Machine Learning , 1992 .
[12] Holger Fröhlich,et al. GOSim – an R-package for computation of information theoretic GO similarities between terms and gene products , 2007, BMC Bioinformatics.
[13] Douglas B. Kell,et al. Computational cluster validation in post-genomic data analysis , 2005, Bioinform..
[14] L. Kruglyak,et al. Genetic Dissection of Transcriptional Regulation in Budding Yeast , 2002, Science.
[15] P. Sopp. Cluster analysis. , 1996, Veterinary immunology and immunopathology.
[16] Daniel Hanisch,et al. Co-clustering of biological networks and gene expression data , 2002, ISMB.
[17] Susmita Datta,et al. Comparisons and validation of statistical clustering techniques for microarray gene expression data , 2003, Bioinform..
[18] Tin Kam Ho,et al. The Random Subspace Method for Constructing Decision Forests , 1998, IEEE Trans. Pattern Anal. Mach. Intell..
[19] Janez Demsar,et al. Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..