Citation Impact
Citing Papers
Conditions for effectively deriving a Q-Matrix from data with Non-negative Matrix Factorization
2010
Detect and track latent factors with online nonnegative matrix factorization
2007
Swamp reducing technique for tensor decomposition
2008
A flexible R package for nonnegative matrix factorization
2010
Sparse non-negative tensor factorization using columnwise coordinate descent
2011
A survey of best practices for RNA-seq data analysis
2016 Standout
Single-cell transcriptome landscape of circulating CD4+ T cell populations in autoimmune diseases
2024 StandoutNobel
Sentiment analysis algorithms and applications: A survey
2014 Standout
Inference and analysis of cell-cell communication using CellChat
2021 Standout
What if the devil is my guardian angel: ChatGPT as a case study of using chatbots in education
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Explainable AI: A Review of Machine Learning Interpretability Methods
2020 Standout
A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts
2022 Standout
A global view of hepatocellular carcinoma: trends, risk, prevention and management
2019 Standout
Mechanisms underlying mutational signatures in human cancers
2014
Large language models in medicine
2023 Standout
Convex and Semi-Nonnegative Matrix Factorizations
2008
Using Topic Modeling Methods for Short-Text Data: A Comparative Analysis
2020
Integrated genomic characterization of endometrial carcinoma
2013 StandoutNature
Drug repurposing: progress, challenges and recommendations
2018 Standout
Enter the Matrix: Factorization Uncovers Knowledge from Omics
2018
Tensor methods for hyperspectral data analysis: a space object material identification study
2008
Maftools: efficient and comprehensive analysis of somatic variants in cancer
2018 Standout
Deciphering Signatures of Mutational Processes Operative in Human Cancer
2013
A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing
2015 Standout
Tensor Decomposition for Signal Processing and Machine Learning
2017 Standout
CUR matrix decompositions for improved data analysis
2009 Standout
Regularized nonnegative shared subspace learning
2011
Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis
2007
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 Standout
Theorems on Positive Data: On the Uniqueness of NMF
2008
2015 Standout
Algorithms for Nonnegative Matrix Factorization with the β-Divergence
2011
Inexact block coordinate descent methods with application to non-negative matrix factorization
2011
Integrative methods for analyzing big data in precision medicine
2015
Online Nonnegative Matrix Factorization With Robust Stochastic Approximation
2012
Unsupervised feature learning based on sparse coding and spectral clustering for segmentation of synthetic aperture radar images
2015
TopicView: Visually Comparing Topic Models of Text Collections
2011
Fast Nonnegative Matrix Factorization Algorithms Using Projected Gradient Approaches for Large-Scale Problems
2008
A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI
2020 Standout
Nonnegative Matrix Factorization with Earth Mover's Distance Metric for Image Analysis
2011
A novel computational framework for simultaneous integration of multiple types of genomic data to identify microRNA-gene regulatory modules
2011
Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework
2013
Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions
2011 Standout
Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations
2009 Standout
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches
2012 Standout
Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm
2021 Standout
Non-negative Matrix Tri-Factorization for co-clustering: An analysis of the block matrix
2015
A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion
2013 Standout
A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization
2013 Standout
Fast and Efficient Estimation of Individual Ancestry Coefficients
2014
Clustering-based initialization for non-negative matrix factorization
2008
Textual Analysis in Accounting and Finance: A Survey
2016 Standout
Acquisition of chess knowledge in AlphaZero
2022 StandoutNobel
MULTILAYER NONNEGATIVE MATRIX FACTORIZATION USING PROJECTED GRADIENT APPROACHES
2007
Data-Driven Intelligent Transportation Systems: A Survey
2011 Standout
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
2023 Standout
Nonnegative Matrix Factorization on Orthogonal Subspace
2010
Data-intensive applications, challenges, techniques and technologies: A survey on Big Data
2014 Standout
Accessing From the Sky: A Tutorial on UAV Communications for 5G and Beyond
2019 Standout
Mapping question items to skills with non-negative matrix factorization
2012
EMu: probabilistic inference of mutational processes and their localization in the cancer genome
2013
Educational data mining: A survey and a data mining-based analysis of recent works
2013 Standout
Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set Method
2008
An approach toward decision-making and medical diagnosis problems using the concept of spherical fuzzy sets
2018 Standout
On the Convergence of Multiplicative Update Algorithms for Nonnegative Matrix Factorization
2007
Unlocking the value of artificial intelligence in human resource management through AI capability framework
2022 Standout
An alternating direction algorithm for matrix completion with nonnegative factors
2012
Nature-Inspired Optimization Algorithms for Text Document Clustering—A Comprehensive Analysis
2020 Standout
Implementation Strategies for Hyperspectral Unmixing Using Bayesian Source Separation
2010
Graph Regularized Nonnegative Matrix Factorization for Data Representation
2010 Standout
Artificial Intelligence and Business Value: a Literature Review
2021 Standout
Hyperspectral Unmixing via $L_{1/2}$ Sparsity-Constrained Nonnegative Matrix Factorization
2011
Personalized e-learning system using Item Response Theory
2004 Standout
Using underapproximations for sparse nonnegative matrix factorization
2009
A General Joint Matrix Factorization Framework for Data Integration and Its Systematic Algorithmic Exploration
2019
Data mining in education
2012 Standout
Nonnegative matrix factorization with constrained second-order optimization
2007
Nonnegative Matrix Approximation: Algorithms and Applications
2006
Endmember Extraction From Highly Mixed Data Using Minimum Volume Constrained Nonnegative Matrix Factorization
2007
Pure component spectral recovery and constrained matrix factorizations: concepts and applications
2010
Hyperspectral Image Unmixing via Alternating Projected Subgradients
2007
Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning
2016 Standout
Information retrieval on the web
2000
Nonnegative Matrix Factorization: A Comprehensive Review
2012 Standout
Nonnegative Matrix and Tensor Factorization [Lecture Notes]
2008
The effects of explainability and causability on perception, trust, and acceptance: Implications for explainable AI
2020 Standout
Restricted Boltzmann Machine-Based Approaches for Link Prediction in Dynamic Networks
2018
Putting nonnegative matrix factorization to the test: a tutorial derivation of pertinent cramer—rao bounds and performance benchmarking
2014
Applied Hydroformylation
2012 Standout
Tensor Decompositions and Applications
2009 Standout
SVD based initialization: A head start for nonnegative matrix factorization
2007 Standout
A review of topic modeling methods
2020 Standout
Works of Murray Browne being referenced
Algorithms and applications for approximate nonnegative matrix factorization
2006
Understanding Search Engines
2005
Email Surveillance Using Non-negative Matrix Factorization
2005