Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis
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Non-negative matrix factorization of multimodal MRI, fMRI and phenotypic data reveals differential changes in default mode subnetworks in ADHDFunctional biogeography of ocean microbes revealed through non-negative matrix factorizationA framework for regularized non-negative matrix factorization, with application to the analysis of gene expression dataSimultaneous non-negative matrix factorization for multiple large scale gene expression datasets in toxicologyNMF-mGPU: non-negative matrix factorization on multi-GPU systemsSparse non-negative generalized PCA with applications to metabolomicsProbabilistic non-negative matrix factorization: theory and application to microarray data analysis.Peak picking NMR spectral data using non-negative matrix factorization.Compound signature detection on LINCS L1000 big data.A non-negative matrix factorization method for detecting modules in heterogeneous omics multi-modal data.Robust classification of single-cell transcriptome data by nonnegative matrix factorization.Inferring Aggregated Functional Traits from Metagenomic Data Using Constrained Non-negative Matrix Factorization: Application to Fiber Degradation in the Human Gut MicrobiotaLRSSL: predict and interpret drug-disease associations based on data integration using sparse subspace learning.Nonnegative matrix factorization: an analytical and interpretive tool in computational biology.Non-negative matrix factorization for the analysis of complex gene expression data: identification of clinically relevant tumor subtypesPosttranslationally modified progesterone receptors direct ligand-specific expression of breast cancer stem cell-associated gene programsA flexible R package for nonnegative matrix factorization.Prognosis of stage III colorectal carcinomas with FOLFOX adjuvant chemotherapy can be predicted by molecular subtypeA non-negative matrix factorization framework for identifying modular patterns in metagenomic profile data.A novel computational framework for simultaneous integration of multiple types of genomic data to identify microRNA-gene regulatory modulesA mixture model with a reference-based automatic selection of components for disease classification from protein and/or gene expression levels.In vivo snapshot hyperspectral image analysis of age-related macular degeneration.A comparison of feature selection and classification methods in DNA methylation studies using the Illumina Infinium platform.A unified computational model for revealing and predicting subtle subtypes of cancers.Prediction of LDL cholesterol response to statin using transcriptomic and genetic variationA high performance profile-biomarker diagnosis for mass spectral profiles.Biological network motif detection and evaluationConstructing endophenotypes of complex diseases using non-negative matrix factorization and adjusted rand index.Identifying multi-layer gene regulatory modules from multi-dimensional genomic data.A novel and fast approach for population structure inference using kernel-PCA and optimizationSystematic analysis of new drug indications by drug-gene-disease coherent subnetworks.The non-negative matrix factorization toolbox for biological data mining.Protein complex detection via weighted ensemble clustering based on Bayesian nonnegative matrix factorization.jNMFMA: a joint non-negative matrix factorization meta-analysis of transcriptomics data.Latent Feature Decompositions for Integrative Analysis of Multi-Platform Genomic DataNovel epigenetic determinants of type 2 diabetes in Mexican-American familiesA Bregman-proximal point algorithm for robust non-negative matrix factorization with possible missing values and outliers - application to gene expression analysis.Impact of the Choice of Normalization Method on Molecular Cancer Class Discovery Using Nonnegative Matrix Factorization.Dynamic tracking of functional gene modules in treated juvenile idiopathic arthritis.RNA-protein binding motifs mining with a new hybrid deep learning based cross-domain knowledge integration approach
P2860
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P2860
Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis
description
2007 nî lūn-bûn
@nan
2007 թուականի Յունիսին հրատարակուած գիտական յօդուած
@hyw
2007 թվականի հունիսին հրատարակված գիտական հոդված
@hy
2007年の論文
@ja
2007年論文
@yue
2007年論文
@zh-hant
2007年論文
@zh-hk
2007年論文
@zh-mo
2007年論文
@zh-tw
2007年论文
@wuu
name
Sparse non-negative matrix fac ...... s for microarray data analysis
@ast
Sparse non-negative matrix fac ...... s for microarray data analysis
@en
Sparse non-negative matrix fac ...... s for microarray data analysis
@nl
type
label
Sparse non-negative matrix fac ...... s for microarray data analysis
@ast
Sparse non-negative matrix fac ...... s for microarray data analysis
@en
Sparse non-negative matrix fac ...... s for microarray data analysis
@nl
prefLabel
Sparse non-negative matrix fac ...... s for microarray data analysis
@ast
Sparse non-negative matrix fac ...... s for microarray data analysis
@en
Sparse non-negative matrix fac ...... s for microarray data analysis
@nl
P3181
P356
P1433
P1476
Sparse non-negative matrix fac ...... s for microarray data analysis
@en
P2093
Haesun Park
Hyunsoo Kim
P304
P3181
P356
10.1093/BIOINFORMATICS/BTM134
P407
P577
2007-06-15T00:00:00Z