Search Results - "nonnegative matrix factorization algorithm"

An Entropy Weighted Nonnegative Matrix Factorization Algorithm for Feature Representation

Authors: Jiao Wei Can Tong Bingxue Wu et al.

Source: IEEE Transactions on Neural Networks and Learning Systems. 34:5381-5391

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Machine Learning (cs.LG)

Access URL: https://pubmed.ncbi.nlm.nih.gov/35767485
http://arxiv.org/abs/2111.14007

Network-Based Structural Learning Nonnegative Matrix Factorization Algorithm for Clustering of scRNA-Seq Data

Authors: Wenming Wu Xiaoke Ma

Source: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 20:566-575

Subject Terms: 0301 basic medicine, 03 medical and health sciences, Sequence Analysis, RNA, Gene Expression Profiling, 0206 medical engineering, Cluster Analysis, 02 engineering and technology, Single-Cell Analysis, Single-Cell Gene Expression Analysis, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/35316190

FPGA Implementation of L1/2 Sparsity Constrained Nonnegative Matrix Factorization Algorithm for Remotely Sensed Hyperspectral Image Analysis

Authors: Mostafa Guda Safa Gasser Mohamed S. El-Mahallawy et al.

Source: IEEE Access, Vol 8, Pp 12069-12083 (2020)

Subject Terms: hyperspectral unmixing, L⅟₂ nonnegative matrix factorization algorithm (NMF), Field-programmable gate arrays (FPGAs), 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, TK1-9971

Access URL: https://ieeexplore.ieee.org/ielx7/6287639/8948470/08957084.pdf
https://doaj.org/article/763c5d4119814db4993c4129262d8615
https://dblp.uni-trier.de/db/journals/access/access8.html#GudaGES20
https://ieeexplore.ieee.org/abstract/document/8957084

Symmetry Nonnegative Matrix Factorization Algorithm Based on Self-paced Learning

Authors: Wang, Lei Du, Liang Zhou, Peng et al.

Index Terms: Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2410.15306

Generalized Separable Nonnegative Matrix Factorization Algorithm Based on Orthogonal Constraints

Authors: Junhang CHEN, Zuyuan YANG, Mingyang LIU, Lingjiang LI

Source: Jisuanji gongcheng, Vol 49, Iss 8, Pp 46-53 (2023)

Subject Terms: dimension reduction, nonnegative matrix factorization(nmf), generalized separable nonnegative matrix factorization(gsnmf), orthogonal constraint, data representation, Computer engineering. Computer hardware, TK7885-7895, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: https://www.ecice06.com/fileup/1000-3428/PDF/20230806.pdf; https://doaj.org/toc/1000-3428

Access URL: https://doaj.org/article/d71c52cd1a69402fa74dddd3217c8c83

A Modified Huber Nonnegative Matrix Factorization Algorithm for Hyperspectral Unmixing

Authors: Ziyang Guo Anyou Min Bing Yang et al.

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 5559-5571 (2021)

Subject Terms: Ocean engineering, tuning parameter, projected conjugated gradient, QC801-809, Geophysics. Cosmic physics, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, nonnegative matrix factorization (NMF), Modified Huber (mHuber), TC1501-1800

Access URL: https://ieeexplore.ieee.org/ielx7/4609443/9314330/09435989.pdf
https://doaj.org/article/1bc9baf8aec24dcc8421abea08ab7989
https://dblp.uni-trier.de/db/journals/staeors/staeors14.html#GuoMYCL21
https://ui.adsabs.harvard.edu/abs/2021IJSTA..14.5559G/abstract
https://ieeexplore.ieee.org/document/9435989

An Improved Nonnegative Matrix Factorization Algorithm Combined with K-Means for Audio Noise Reduction

Authors: Yan Liu Haozhen Zhu Yongtuo Cui et al.

Source: Electronics. 13:4132

Identifying spatiotemporal traffic patterns in large-scale urban road networks using a modified nonnegative matrix factorization algorithm

Authors: Yi Li Xiaolei Ma Peng Chen

Source: Journal of Traffic and Transportation Engineering (English ed. Online), Vol 7, Iss 4, Pp 529-539 (2020)

Subject Terms: Nonnegative matrix factorization, Transportation engineering, Spatiotemporal patterns, TA1001-1280, Traffic state, 0502 economics and business, 05 social sciences, 11. Sustainability, Large-scale network

Access URL: https://doaj.org/article/02f2677d5d294546b38685a265de5940
https://www.sciencedirect.com/science/article/abs/pii/S2095756418305841
https://www.sciencedirect.com/science/article/pii/S2095756418305841

Nonnegative Matrix Factorization Algorithm with Two Attribute Matrices for Community Detection

Authors: Cheng Zhou Hui Xu Yingying Zhao

Source: 2020 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA). :87-90

Subject Terms: 0103 physical sciences, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 01 natural sciences

Access URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=9182466
http://xplorestaging.ieee.org/ielx7/9169742/9181849/09182466.pdf?arnumber=9182466

A Label-Embedding Online Nonnegative Matrix Factorization Algorithm

Authors: Zhibo Guo Ying Zhang

Source: IEEE Access, Vol 7, Pp 105882-105891 (2019)

Subject Terms: online learning, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, Feature extraction, nonnegative matrix factorization, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, label embedding, TK1-9971

Access URL: https://ieeexplore.ieee.org/ielx7/6287639/8600701/08784147.pdf
https://doaj.org/article/ebf5405d41cc4149855821e63360350a
https://ieeexplore.ieee.org/document/8784147/
https://dblp.uni-trier.de/db/journals/access/access7.html#GuoZ19

Sparsity induced convex nonnegative matrix factorization algorithm with manifold regularization

Authors: Feiyue QIU Bowen CHEN Tieming CHEN et al.

Source: Tongxin xuebao, Vol 41, Pp 84-95 (2020)

Subject Terms: nonnegative matrix factorization, manifold regularization, sparse constraint, K-means clustering, Telecommunication, TK5101-6720

File Description: electronic resource

Relation: https://doaj.org/toc/1000-436X

Access URL: https://doaj.org/article/ff2f56c7612c4f5ebb3fea2e651de73f

A nonnegative matrix factorization algorithm based on a discrete-time projection neural network

Authors: Hangjun Che Jun Wang

Source: Neural Networks. 103:63-71

Subject Terms: 0209 industrial biotechnology, Time Factors, Databases, Factual, 0202 electrical engineering, electronic engineering, information engineering, Neural Networks, Computer, 02 engineering and technology, Algorithms, Photic Stimulation, Pattern Recognition, Automated

Access URL: https://pubmed.ncbi.nlm.nih.gov/29642020
http://europepmc.org/abstract/MED/29642020
https://dblp.uni-trier.de/db/journals/nn/nn103.html#CheW18
https://www.ncbi.nlm.nih.gov/pubmed/29642020
https://scholars.cityu.edu.hk/en/publications/a-nonnegative-matrix-factorization-algorithm-based-on-a-discretetime-projection-neural-network(f60a6b5c-1747-4013-9305-c3a0accca5a9).html
https://doi.org/10.1016/j.neunet.2018.03.003
https://www.sciencedirect.com/science/article/pii/S089360801830087X

A Convex Optimization-Based Coupled Nonnegative Matrix Factorization Algorithm for Hyperspectral and Multispectral Data Fusion

Authors: Chia-Hsiang Lin Fei Ma Chong-Yung Chi et al.

Source: IEEE Transactions on Geoscience and Remote Sensing. 56:1652-1667

Subject Terms: 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://researchoutput.ncku.edu.tw/zh/publications/a-convex-optimization-based-coupled-nonnegative-matrix-factorizat
https://doi.org/10.1109/TGRS.2017.2766080
https://dblp.uni-trier.de/db/journals/tgrs/tgrs56.html#LinMCH18
https://ieeexplore.ieee.org/abstract/document/8107710/
http://ieeexplore.ieee.org/document/8107710/

Automated morphological classification of galaxies based on projection gradient nonnegative matrix factorization algorithm

Authors: Mohamed Abd El Aziz I. M. Selim

Source: Experimental Astronomy. 43:131-144

Subject Terms: 0301 basic medicine, 0303 health sciences, 03 medical and health sciences, 10. No inequality

Access URL: https://link.springer.com/article/10.1007/s10686-017-9524-7
https://ui.adsabs.harvard.edu/abs/2017ExA....43..131S/abstract

An Entropy Weighted Nonnegative Matrix Factorization Algorithm for Feature Representation

Authors: Wei, Jiao Tong, Can Wu, Bingxue et al.

Index Terms: Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2111.14007

UoI-NMF Cluster: A Robust Nonnegative Matrix Factorization Algorithm for Improved Parts-Based Decomposition and Reconstruction of Noisy Data

Authors: Kesheng Wu Kristofer E. Bouchard Shashanka Ubaru

Source: 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA). :241-248

Subject Terms: 0301 basic medicine, 03 medical and health sciences, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/conf/icmla/icmla2017.html#UbaruWB17

Low-Complexity Recursive-Least-Squares-Based Online Nonnegative Matrix Factorization Algorithm for Audio Source Separation

Authors: Seokjin Lee

Source: IEICE Transactions on Information and Systems. :1152-1156

Subject Terms: 03 medical and health sciences, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 0305 other medical science

Access URL: https://www.jstage.jst.go.jp/article/transinf/E100.D/5/E100.D_2016EDL8226/_pdf
https://www.jstage.jst.go.jp/article/transinf/E100.D/5/E100.D_2016EDL8226/_pdf
https://dblp.uni-trier.de/db/journals/ieicet/ieicet100d.html#Lee17a
https://www.jstage.jst.go.jp/article/transinf/E100.D/5/E100.D_2016EDL8226/_article/-char/ja/
http://search.ieice.org/bin/summary.php?id=e100-d_5_1152
http://ui.adsabs.harvard.edu/abs/2017IEITI.100.1152L/abstract

Hyperspectral image analysis of Raman maps of plant cell walls for blind spectra characterization by nonnegative matrix factorization algorithm

Authors: Piotr M. Pieczywek Artur Zdunek Monika Chylińska et al.

Source: Chemometrics and Intelligent Laboratory Systems. 151:136-145

Subject Terms: 01 natural sciences, 0104 chemical sciences

Access URL: https://www.sciencedirect.com/science/article/pii/S0169743915003305

Usefulness of Quasi-L1 Norm-Based Nonnegative Matrix Factorization Algorithm to Estimate Background Signal using Environmental Electromagnetic Field Measurements at ELF Band

Authors: Andrzej Cichocki Hiroshi Yasukawa Ichi Takumi et al.

Source: IEEJ Transactions on Fundamentals and Materials. 136:241-251

Subject Terms: 0301 basic medicine, 0303 health sciences, 03 medical and health sciences

Access URL: https://www.jstage.jst.go.jp/article/ieejfms/136/5/136_241/_article/-char/ja/
http://ui.adsabs.harvard.edu/abs/2016IJTFM.136..241M/abstract

A constrained alternating least squares nonnegative matrix factorization algorithm enhances task-related neuronal activity detection from single subject's fMRI data

Authors: Xiaoyu Ding Jong-Hwan Lee Seong-Whan Lee

Source: 2011 International Conference on Machine Learning and Cybernetics. :338-343

Subject Terms: 03 medical and health sciences, 0302 clinical medicine

Access URL: https://dblp.uni-trier.de/db/conf/icmlc/icmlc2011.html#DingLL11
http://ieeexplore.ieee.org/document/6016680/
https://koreauniv.pure.elsevier.com/en/publications/a-constrained-alternating-least-squares-nonnegative-matrix-factor