Clustering of cancer data based on Stiefel manifold for multiple views

[1] Zheng CH(2016)Identification of mutated driver pathways in cancer using a multi-objective optimization model Comput Biol Med 72 22-29

[2] Yang W(2016)Identification of ovarian cancer subtype-specific network modules and candidate drivers through an integrative genomics approach Oncotarget 7 4298-93

[3] Chong YW(2011)Tumor classification based on non-negative matrix factorization using gene expression data IEEE Trans Nanobiosci 10 86-21073

[4] Xia JF(2009)A nonparametric view of network models and new managirvan and other modularities Proc Natl Acad Sci USA 106 21068-1516

[5] Zhang D(2006)Th1/th2 cytokine imbalance in meningioma, anaplastic astrocytoma and glioblastoma multiforme patients Oncol Rep 15 1513-570

[6] Chen P(2011)Patient-specific data fusion defines prognostic cancer subtypes PLoS Comput Biol 7 e1002227-337

[7] Zheng CH(2016)Co-clustering of multi-view datasets Knowl Inf Syst 47 545-780

[8] Xia JF(2014)Similarity network fusion for aggregating data types on a genomic scale Nat Methods 11 333-1160

[9] Zheng CH(2012)Affinity aggregation for spectral clustering Conf Comput Vis Pattern Recognit 2012 773-20

[10] Ng TY(2015)Functional module analysis for gene coexpression networks with network integration IEEE/ACM Trans Comput Biol Bioinf 12 1146-4037

[1] Zheng CH(2016)Identification of mutated driver pathways in cancer using a multi-objective optimization model Comput Biol Med 72 22-29

[2] Yang W(2016)Identification of ovarian cancer subtype-specific network modules and candidate drivers through an integrative genomics approach Oncotarget 7 4298-93

[3] Chong YW(2011)Tumor classification based on non-negative matrix factorization using gene expression data IEEE Trans Nanobiosci 10 86-21073

[4] Xia JF(2009)A nonparametric view of network models and new managirvan and other modularities Proc Natl Acad Sci USA 106 21068-1516

[5] Zhang D(2006)Th1/th2 cytokine imbalance in meningioma, anaplastic astrocytoma and glioblastoma multiforme patients Oncol Rep 15 1513-570

[6] Chen P(2011)Patient-specific data fusion defines prognostic cancer subtypes PLoS Comput Biol 7 e1002227-337

[7] Zheng CH(2016)Co-clustering of multi-view datasets Knowl Inf Syst 47 545-780

[8] Xia JF(2014)Similarity network fusion for aggregating data types on a genomic scale Nat Methods 11 333-1160

[9] Zheng CH(2012)Affinity aggregation for spectral clustering Conf Comput Vis Pattern Recognit 2012 773-20

[10] Ng TY(2015)Functional module analysis for gene coexpression networks with network integration IEEE/ACM Trans Comput Biol Bioinf 12 1146-4037