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A New Semi Non-Negative Matrix Factorization Clustering Algorithm Based on Orthogonality and Graph Regularity Conditions

https://doi.org/10.2139/ssrn.4867830
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Positive matrix factorization: A non‐negative factor model with optimal utilization of error estimates of data values
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Fast Approximate $$K$$-Means via Cluster Closures
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Adaptive graph regularized nonnegative matrix factorization for data representation
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Orthogonal nonnegative matrix tri-factorization based on Tweedie distributions
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Principal component analysis
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A convergent algorithm for orthogonal nonnegative matrix factorization
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Robust nonnegative matrix factorization with local coordinate constraint for image clustering
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Low-rank nonnegative matrix factorization on Stiefel manifold
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Two algorithms for orthogonal nonnegative matrix factorization with application to clustering
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Semi-supervised convex nonnegative matrix factorizations with graph regularized for image representation
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Feature selection based dual-graph sparse non-negative matrix factorization for local discriminative clustering
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Graph regularization weighted nonnegative matrix factorization for link prediction in weighted complex network
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Graph dual regularization non-negative matrix factorization for co-clustering
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Nonnegative Matrix Factorization on Orthogonal Subspace
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Regularized asymmetric nonnegative matrix factorization for clustering in directed networks
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NEW ADAPTIVE BARZILAI–BORWEIN STEP SIZE AND ITS APPLICATION IN SOLVING LARGE-SCALE OPTIMIZATION PROBLEMS
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Learning the parts of objects by non-negative matrix factorization
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Topic Modeling on Triage Notes With Semiorthogonal Nonnegative Matrix Factorization
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An Efficient Single-Parameter Scaling Memoryless Broyden-Fletcher-Goldfarb-Shanno Algorithm for Solving Large Scale Unconstrained Optimization Problems
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Improving Prediction Accuracy of Microarray Cancer Data with Non-negative Matrix Factorization and Its Variant
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Learning spatially localized, parts-based representation
inferredcites →https://doi.org/10.1109/icaci.2016.7449802openalex-extracted
Community detection using nonnegative matrix factorization with orthogonal constraint
inferredcites →https://doi.org/10.1109/icassp.2019.8683466openalex-extracted
Clustering by Orthogonal Non-negative Matrix Factorization: A Sequential Non-convex Penalty Approach
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Non-negative sparse coding
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Re-Ranking High-Dimensional Deep Local Representation for NIR-VIS Face Recognition
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A Semi-NMF-PCA Unified Framework for Data Clustering
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Local Coordinate Concept Factorization for Image Representation
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Convex and Semi-Nonnegative Matrix Factorizations
inferredcites →https://doi.org/10.1109/tpami.2010.231openalex-extracted
Graph Regularized Nonnegative Matrix Factorization for Data Representation
inferredcites →https://doi.org/10.1109/tpami.2018.2875002openalex-extracted
Detecting Coherent Groups in Crowd Scenes by Multiview Clustering
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Text Mining using Non-Negative Matrix Factorizations
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Exact and Heuristic Algorithms for Semi-Nonnegative Matrix Factorization
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Orthogonal nonnegative matrix t-factorizations for clustering
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Co-clustering on manifolds
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Robust Manifold Nonnegative Matrix Factorization
inferredcites →https://doi.org/10.1145/2983323.2983761openalex-extracted
Efficient Orthogonal Non-negative Matrix Factorization over Stiefel Manifold
inferredcites →https://doi.org/10.1145/2987378openalex-extracted
Nonnegative Matrix Factorization with Integrated Graph and Feature Learning
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A Way to Boost Semi-NMF for Document Clustering
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A Modified Spectral PRP Conjugate Gradient Projection Method for Solving Large‐Scale Monotone Equations and Its Application in Compressed Sensing
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Predicting and understanding comprehensive drug-drug interactions via semi-nonnegative matrix factorization
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Orthogonal and Nonnegative Graph Reconstruction for Large Scale Clustering
inferredcites →https://doi.org/10.21914/anziamj.v61i0.12874openalex-snapshot
New adaptive Barzilai--Borwein step size and its application in solving large-scale optimization problems
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Semi-orthogonal Non-negative Matrix Factorization with an Application in Text Mining
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