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Exploring Data Clustering with Non-negative Matrix Factorization Models
Mapping Intimacies
◽
10.17918/etd-6612
◽
2021
◽
Author(s):
Zunyan Xiong
Keyword(s):
Matrix Factorization
◽
Data Clustering
◽
Non Negative Matrix Factorization
Download Full-text
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References
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
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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
Download Full-text
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
Download Full-text
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
Download Full-text
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
Download Full-text
Non-negative matrix factorization for semi-supervised data clustering
Knowledge and Information Systems
◽
10.1007/s10115-008-0134-6
◽
2008
◽
Vol 17
(3)
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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
Download Full-text
Clustering Algorithm for Unsupervised Monaural Musical Sound Separation Based on Non-negative Matrix Factorization
IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences
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10.1587/transfun.e95.a.818
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2012
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Vol E95-A
(4)
◽
pp. 818-823
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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
Download Full-text
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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