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Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis

Bioinformatics, 2007-06, Vol.23 (12), p.1495-1502

2007

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Fast Nonnegative Matrix Factorization: An Active-Set-Like Method and Comparisons

SIAM journal on scientific computing, 2011-01, Vol.33 (6), p.3261-3281

2011

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Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework

Journal of global optimization, 2014-02, Vol.58 (2), p.285-319

2014

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SymNMF: nonnegative low-rank approximation of a similarity matrix for graph clustering

Journal of global optimization, 2015-07, Vol.62 (3), p.545-574

2015

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Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set Method

SIAM journal on matrix analysis and applications, 2008-01, Vol.30 (2), p.713-730

2008

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Hierarchical Clustering of Hyperspectral Images Using Rank-Two Nonnegative Matrix Factorization

IEEE transactions on geoscience and remote sensing, 2015-04, Vol.53 (4), p.2066-2078

2015

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MPI-FAUN: An MPI-Based Framework for Alternating-Updating Nonnegative Matrix Factorization

IEEE transactions on knowledge and data engineering, 2018-03, Vol.30 (3), p.544-558

2018

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Injectable, long-acting PLGA formulations: Analyzing PLGA and understanding microparticle formation

Journal of controlled release, 2019-06, Vol.304, p.125-134

2019

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InterAxis: Steering Scatterplot Axes via Observation-Level Interaction

IEEE transactions on visualization and computer graphics, 2016-01, Vol.22 (1), p.131-140

2016

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Early antiretroviral therapy limits SIV reservoir establishment to delay or prevent post-treatment viral rebound

Nature medicine, 2018-09, Vol.24 (9), p.1430-1440

2018

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Theoretical Design of Lithium Chloride Superionic Conductors for All-Solid-State High-Voltage Lithium-Ion Batteries

ACS applied materials & interfaces, 2020-08, Vol.12 (31), p.34806-34814

2020

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B cell follicle sanctuary permits persistent productive simian immunodeficiency virus infection in elite controllers

Nature medicine, 2015-02, Vol.21 (2), p.132-139

2015

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Hedonic and utilitarian shopping motivations of fashion leadership

Journal of fashion marketing and management, 2010-05, Vol.14 (2), p.312-328

2010

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AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings

IEEE transactions on visualization and computer graphics, 2017-01, Vol.23 (1), p.221-230

2017

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Predicting Charge Transfer Stability between Sulfide Solid Electrolytes and Li Metal Anodes

ACS energy letters, 2021-01, Vol.6 (1), p.150-157

2021

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High Voltage Mg-Ion Battery Cathode via a Solid Solution Cr–Mn Spinel Oxide

Chemistry of materials, 2020-08, Vol.32 (15), p.6577-6587

2020

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Hybrid Clustering of Single-Cell Gene Expression and Spatial Information via Integrated NMF and K-Means

Frontiers in genetics, 2021-11, Vol.12, p.763263-763263

2021

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Combining Computational Analyses and Interactive Visualization for Document Exploration and Sensemaking in Jigsaw

IEEE transactions on visualization and computer graphics, 2013-10, Vol.19 (10), p.1646-1663

2013

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Bounded matrix factorization for recommender system

Knowledge and information systems, 2014-06, Vol.39 (3), p.491-511

2014

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Missing value estimation for DNA microarray gene expression data: local least squares imputation

Bioinformatics, 2005-01, Vol.21 (2), p.187-198

2005

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Evolution of drug delivery systems: From 1950 to 2020 and beyond

Journal of controlled release, 2022-02, Vol.342, p.53-65

2022

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Direct Observation of Electron Beam-Induced Phase Transition in MgCrMnO4

Chemistry of materials, 2020-12, Vol.32 (24), p.10456-10462

2020

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Computational Screening of Ca‐Containing Coating Materials for Electrodes of Ca‐Ion Batteries

International journal of energy research, 2024-01, Vol.2024 (1)

2024

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Hierarchical community detection via rank-2 symmetric nonnegative matrix factorization

Computational social networks, 2017-09, Vol.4 (1), p.7-26, Article 7

2017

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Feature Reduction via Generalized Uncorrelated Linear Discriminant Analysis

IEEE transactions on knowledge and data engineering, 2006-10, Vol.18 (10), p.1312-1322

2006

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Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis

Fast Nonnegative Matrix Factorization: An Active-Set-Like Method and Comparisons

Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework

SymNMF: nonnegative low-rank approximation of a similarity matrix for graph clustering

Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set Method

Hierarchical Clustering of Hyperspectral Images Using Rank-Two Nonnegative Matrix Factorization

MPI-FAUN: An MPI-Based Framework for Alternating-Updating Nonnegative Matrix Factorization

Injectable, long-acting PLGA formulations: Analyzing PLGA and understanding microparticle formation

InterAxis: Steering Scatterplot Axes via Observation-Level Interaction

Early antiretroviral therapy limits SIV reservoir establishment to delay or prevent post-treatment viral rebound

Theoretical Design of Lithium Chloride Superionic Conductors for All-Solid-State High-Voltage Lithium-Ion Batteries

B cell follicle sanctuary permits persistent productive simian immunodeficiency virus infection in elite controllers

Hedonic and utilitarian shopping motivations of fashion leadership

AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings

Predicting Charge Transfer Stability between Sulfide Solid Electrolytes and Li Metal Anodes

High Voltage Mg-Ion Battery Cathode via a Solid Solution Cr–Mn Spinel Oxide

Hybrid Clustering of Single-Cell Gene Expression and Spatial Information via Integrated NMF and K-Means

Combining Computational Analyses and Interactive Visualization for Document Exploration and Sensemaking in Jigsaw

Bounded matrix factorization for recommender system

Missing value estimation for DNA microarray gene expression data: local least squares imputation

Evolution of drug delivery systems: From 1950 to 2020 and beyond

Direct Observation of Electron Beam-Induced Phase Transition in MgCrMnO4

Computational Screening of Ca‐Containing Coating Materials for Electrodes of Ca‐Ion Batteries

Hierarchical community detection via rank-2 symmetric nonnegative matrix factorization

Feature Reduction via Generalized Uncorrelated Linear Discriminant Analysis

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