A Comparative Study of Latent Semantics-based Anchor Word Selection Method for Separable Nonnegative Matrix Factorization

Proceedings of the 2020 2nd International Conference on Big Data Engineering and Technology ◽

10.1145/3378904.3378906 ◽

2020 ◽

Author(s):

Naufal Khairil Imami ◽

Hendri Murfi ◽

Arie Wibowo

Keyword(s):

Comparative Study ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Selection Method ◽

Download Full-text

The singular value decomposition-based anchor word selection method for separable nonnegative matrix factorization

2017 International Conference on Asian Language Processing (IALP) ◽

10.1109/ialp.2017.8300600 ◽

2017 ◽

Author(s):

Delano Novrilianto ◽

Hendri Murfi ◽

Arie Wibowo

Keyword(s):

Singular Value Decomposition ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Selection Method ◽

Singular Value ◽

Value Decomposition ◽

Download Full-text

A comparative study of example-guided audio source separation approaches based on nonnegative matrix factorization

2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2017.8168196 ◽

2017 ◽

Author(s):

Alexey Ozerov ◽

Srdan Kitic ◽

Patrick Perez

Keyword(s):

Comparative Study ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Audio Source Separation

Download Full-text

A Comparative Study of the Application of Fluorescence Excitation-Emission Matrices Combined with Parallel Factor Analysis and Nonnegative Matrix Factorization in the Analysis of Zn Complexation by Humic Acids

Sensors ◽

10.3390/s16101760 ◽

2016 ◽

Vol 16 (10) ◽

pp. 1760 ◽

Author(s):

Patrycja Boguta ◽

Piotr Pieczywek ◽

Zofia Sokołowska

Keyword(s):

Factor Analysis ◽

Comparative Study ◽

Humic Acids ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Parallel Factor Analysis ◽

Fluorescence Excitation ◽

Parallel Factor ◽

Fluorescence Excitation Emission Matrices

Download Full-text

Nonnegative Matrix Factorization and Document Classification

10.15368/theses.2015.110 ◽

2015 ◽

Author(s):

Stephen Calabrese

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Document Classification

Download Full-text

Hyperspectral Unmixing with Rare Endmembers via Minimax Nonnegative Matrix Factorization

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287456 ◽

2021 ◽

Author(s):

Timothy Marrinan ◽

Nicolas Gillis

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Hyperspectral Unmixing

Download Full-text

Group Nonnegative Matrix Factorization with Sparse Regularization in Multi-set Data

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287756 ◽

2021 ◽

Author(s):

Xiulin Wang ◽

Wenya Liu ◽

Fengyu Cong ◽

Tapani Ristaniemi

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Sparse Regularization

Download Full-text

A new method on class-of-interest oriented spectral unmixing based on nonnegative matrix factorization

Remote Sensing and Smart City ◽

10.2495/rssc140401 ◽

2014 ◽

Author(s):

L.G. Wang ◽

Z.J. Zhao ◽

S.Y. Hao

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Spectral Unmixing ◽

Download Full-text

Weighted Nonnegative Matrix Factorization for Image Inpainting and Clustering

International Journal of Computational Intelligence Systems ◽

10.2991/ijcis.d.200527.003 ◽

2020 ◽

Author(s):

Xiangguang Dai ◽

Nian Zhang ◽

Keke Zhang ◽

Jiang Xiong

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Image Inpainting

Download Full-text

Local Sparsity Based Online Dictionary Learning for Environment-Adaptive Speech Enhancement with Nonnegative Matrix Factorization

10.21437/interspeech.2016-586 ◽

2016 ◽

Author(s):

Kwang Myung Jeon ◽

Hong Kook Kim

Keyword(s):

Speech Enhancement ◽

Dictionary Learning ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Online Dictionary Learning

Download Full-text

Nonnegative Matrix Factorization: An Analytical and Interpretive Tool in Computational Biology

PLoS Computational Biology ◽

10.1371/journal.pcbi.1000029 ◽

2008 ◽

Vol 4 (7) ◽

pp. e1000029 ◽

Author(s):

Karthik Devarajan

Keyword(s):

Computational Biology ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

Download Full-text