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Hyperspectral Images Unmixing Based on Abundance Constrained Multi-Layer KNMF

IEEE access, 2021, Vol.9, p.91080-91090

2021

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Charismatic Document Clustering Through Novel K-Means Non-negative Matrix Factorization (KNMF) Algorithm Using Key Phrase Extraction

International journal of parallel programming, 2020-06, Vol.48 (3), p.496-514

2020

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ANKA-KNMF User Meeting

Synchrotron radiation news, 2014-01, Vol.27 (1), p.2-4

Doyle, Stephen

2014

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Fourth ANKA and KNMF User Meeting 2012

Synchrotron radiation news, 2013-05, Vol.26 (3), p.50-51

Braun, Carina

2013

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Hyperspectral Unmixing Based on Incremental Kernel Nonnegative Matrix Factorization

IEEE transactions on geoscience and remote sensing, 2018-11, Vol.56 (11), p.6645-6662

2018

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Feature Extraction of Underground Nuclear Explosions Based on NMF and KNMF

Advances in Neural Networks - ISNN 2006, 2006, p.1400-1405

2006

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Improvement in Available Methods for Simultaneous and Proportional Control using the Kernel Technique for Unsupervised Myoelectric Intention Estimation of Individual Fingers

2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), 2020, p.1137-1142

2020

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Incremental kernel non-negative matrix factorization for hyperspectral unmixing

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2016, p.6569-6572

2016

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Capacitance-dominated hierarchical porous three-dimensional carbon framework enhanced Prussian blue analogue as superior cathode for sodium-ion batteries

International journal of hydrogen energy, 2022-06, Vol.47 (48), p.20942-20950

2022

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Face recognition using nonnegative matrix factorization with fractional power inner product kernel

Neurocomputing (Amsterdam), 2019-07, Vol.348, p.40-53

2019

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Kernel nonnegative matrix factorization for spectral EEG feature extraction

Neurocomputing (Amsterdam), 2009-08, Vol.72 (13), p.3182-3190

2009

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Feature Extraction Using Sparse Kernel Non-Negative Matrix Factorization for Rolling Element Bearing Diagnosis

Sensors (Basel, Switzerland), 2021-05, Vol.21 (11), p.3680

2021

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Nonnegative matrix factorization with combined kernels for small data representation

Expert systems with applications, 2022-12, Vol.208, p.118155, Article 118155

2022

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Simultaneous fault detection and isolation using semi‐supervised kernel nonnegative matrix factorization

Canadian journal of chemical engineering, 2019-12, Vol.97 (12), p.3025-3034

2019

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A novel general kernel-based non-negative matrix factorisation approach for face recognition

Connection science, 2022-12, Vol.34 (1), p.785-810

2022

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Speaker conversion using kernel non-negative matrix factorization

Journal of China universities of posts and telecommunications, 2017-10, Vol.24 (5), p.60-67

2017

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Non-negative matrix factorization on kernels

Lecture notes in computer science, 2006, p.404-412

2006

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Making a Case for Application of the Unsupervised PCA Algorithm for Simultaneous and Proportional Myoelectric Intention Estimation of Individual Fingers

IEEE transactions on instrumentation and measurement, 2022, Vol.71, p.1-12

2022

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Volltext

Multiple kernel nonnegative matrix factorization

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011, p.1976-1979

2011

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Volltext

Multiple Kernel Learning via Low-Rank Nonnegative Matrix Factorization for Classification of Hyperspectral Imagery

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-06, Vol.8 (6), p.2739-2751

2015

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A three-stage method for batch-based incremental nonnegative matrix factorization

Neurocomputing (Amsterdam), 2020-08, Vol.400, p.150-160

2020

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Unsupervised feature selection method based on iterative similarity graph factorization and clustering by modularity

Expert systems with applications, 2022-12, Vol.208, p.118092, Article 118092

2022

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Nonnegative Matrix Factorization Algorithms using a Constraint to Increase the Discriminability of Two Classes for EEG Feature Extraction

International journal of computer applications, 2014-01, Vol.85 (7), p.1-6

Sakai, Motoki

2014

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Kernel Non-Negative Matrix Factorization for Seismic Signature Separation

Journal of pattern recognition research, 2013, Vol.8 (1), p.13-25

2013

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Kernel Based Non-Negative Matrix Factorization Method with General Kernel Functions

Intelligent Computing Methodologies, p.347-359

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Hyperspectral Images Unmixing Based on Abundance Constrained Multi-Layer KNMF

Charismatic Document Clustering Through Novel K-Means Non-negative Matrix Factorization (KNMF) Algorithm Using Key Phrase Extraction

ANKA-KNMF User Meeting

Fourth ANKA and KNMF User Meeting 2012

Hyperspectral Unmixing Based on Incremental Kernel Nonnegative Matrix Factorization

Feature Extraction of Underground Nuclear Explosions Based on NMF and KNMF

Improvement in Available Methods for Simultaneous and Proportional Control using the Kernel Technique for Unsupervised Myoelectric Intention Estimation of Individual Fingers

Incremental kernel non-negative matrix factorization for hyperspectral unmixing

Capacitance-dominated hierarchical porous three-dimensional carbon framework enhanced Prussian blue analogue as superior cathode for sodium-ion batteries

Face recognition using nonnegative matrix factorization with fractional power inner product kernel

Kernel nonnegative matrix factorization for spectral EEG feature extraction

Feature Extraction Using Sparse Kernel Non-Negative Matrix Factorization for Rolling Element Bearing Diagnosis

Nonnegative matrix factorization with combined kernels for small data representation

Simultaneous fault detection and isolation using semi‐supervised kernel nonnegative matrix factorization

A novel general kernel-based non-negative matrix factorisation approach for face recognition

Speaker conversion using kernel non-negative matrix factorization

Non-negative matrix factorization on kernels

Making a Case for Application of the Unsupervised PCA Algorithm for Simultaneous and Proportional Myoelectric Intention Estimation of Individual Fingers

Multiple kernel nonnegative matrix factorization

Multiple Kernel Learning via Low-Rank Nonnegative Matrix Factorization for Classification of Hyperspectral Imagery

A three-stage method for batch-based incremental nonnegative matrix factorization

Unsupervised feature selection method based on iterative similarity graph factorization and clustering by modularity

Nonnegative Matrix Factorization Algorithms using a Constraint to Increase the Discriminability of Two Classes for EEG Feature Extraction

Kernel Non-Negative Matrix Factorization for Seismic Signature Separation

Kernel Based Non-Negative Matrix Factorization Method with General Kernel Functions

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