Exploring Data Clustering with Non-negative Matrix Factorization Models

A Novel Data Clustering Method Based on Smooth Non-negative Matrix Factorization

Lecture Notes in Computer Science - Smart Multimedia ◽

10.1007/978-3-030-04375-9_35 ◽

2018 ◽

pp. 406-414 ◽

Cited By ~ 1

Author(s):

Chengcai Leng ◽

Hai Zhang ◽

Guorong Cai

Keyword(s):

Matrix Factorization ◽

Data Clustering ◽

Clustering Method ◽

Non Negative Matrix Factorization

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Discriminative semi-supervised non-negative matrix factorization for data clustering

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2021.104289 ◽

2021 ◽

Vol 103 ◽

pp. 104289

Author(s):

Zhiwei Xing ◽

Meng Wen ◽

Jigen Peng ◽

Jinqian Feng

Keyword(s):

Matrix Factorization ◽

Data Clustering ◽

Non Negative Matrix Factorization

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Hessian regularization based non-negative matrix factorization for gene expression data clustering

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2015.7319303 ◽

2015 ◽

Cited By ~ 1

Author(s):

Xiao Liu ◽

Jun Shi ◽

Congzhi Wang

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Matrix Factorization ◽

Data Clustering ◽

Expression Data ◽

Gene Expression Data Clustering ◽

Non Negative Matrix Factorization

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A competitive optimization approach for data clustering and orthogonal non-negative matrix factorization

4OR ◽

10.1007/s10288-020-00445-y ◽

2020 ◽

Author(s):

Ja’far Dehghanpour-Sahron ◽

Nezam Mahdavi-Amiri

Keyword(s):

Matrix Factorization ◽

Data Clustering ◽

Optimization Approach ◽

Non Negative Matrix Factorization

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Multi-view data clustering via non-negative matrix factorization with manifold regularization

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-021-01307-7 ◽

2021 ◽

Author(s):

Ghufran Ahmad Khan ◽

Jie Hu ◽

Tianrui Li ◽

Bassoma Diallo ◽

Hongjun Wang

Keyword(s):

Matrix Factorization ◽

Data Clustering ◽

Manifold Regularization ◽

Non Negative Matrix Factorization

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Non-negative matrix factorization for semi-supervised data clustering

Knowledge and Information Systems ◽

10.1007/s10115-008-0134-6 ◽

2008 ◽

Vol 17 (3) ◽

pp. 355-379 ◽

Cited By ~ 80

Author(s):

Yanhua Chen ◽

Manjeet Rege ◽

Ming Dong ◽

Jing Hua

Keyword(s):

Matrix Factorization ◽

Data Clustering ◽

Non Negative Matrix Factorization

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Weighted Multi-View Data Clustering via Joint Non-Negative Matrix Factorization

2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) ◽

10.1109/iske47853.2019.9170204 ◽

2019 ◽

Author(s):

Ghufran Ahmad Khan ◽

Jie Hu ◽

Tianrui Li ◽

Bassoma Diallo ◽

Qianqian Huang

Keyword(s):

Matrix Factorization ◽

Data Clustering ◽

Non Negative Matrix Factorization

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Clustering Algorithm for Unsupervised Monaural Musical Sound Separation Based on Non-negative Matrix Factorization

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e95.a.818 ◽

2012 ◽

Vol E95-A (4) ◽

pp. 818-823 ◽

Cited By ~ 2

Author(s):

Sang Ha PARK ◽

Seokjin LEE ◽

Koeng-Mo SUNG

Keyword(s):

Matrix Factorization ◽

Clustering Algorithm ◽

Musical Sound ◽

Sound Separation ◽

Non Negative Matrix Factorization

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Faculty Opinions recommendation of Categorical dimensions of human odor descriptor space revealed by non-negative matrix factorization.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.718116445.793486463 ◽

2013 ◽

Author(s):

Ramón Serrano

Keyword(s):

Matrix Factorization ◽

Descriptor Space ◽

Human Odor ◽

Non Negative Matrix Factorization

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Adaptive background modeling via incremental non-negative matrix factorization

JOURNAL OF SHENZHEN UNIVERSITY SCIENCE AND ENGINEERING ◽

10.3724/sp.j.1249.2016.05511 ◽

2016 ◽

Vol 33 (5) ◽

pp. 511

Author(s):

Huaiqin Dong ◽

Binbin Pan ◽

Wensheng Chen ◽

Chen Xu

Keyword(s):

Matrix Factorization ◽

Background Modeling ◽

Non Negative Matrix Factorization

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