A Deep Nonnegative Matrix Factorization Approach via Autoencoder for Nonlinear Fault Detection

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2019.2951011 ◽

2020 ◽

Vol 16 (8) ◽

pp. 5042-5052

Author(s):

Zelin Ren ◽

Wensheng Zhang ◽

Zhizhong Zhang

Keyword(s):

Fault Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Factorization Approach

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A neurodynamics-based nonnegative matrix factorization approach based on discrete-time projection neural network

Journal of Ambient Intelligence and Humanized Computing ◽

10.1007/s12652-019-01550-5 ◽

2019 ◽

Author(s):

Nian Zhang ◽

Keenan Leatham

Keyword(s):

Neural Network ◽

Discrete Time ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Factorization Approach ◽

Time Projection ◽

Projection Neural Network

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Improving knowledge on the activation of bone marrow fibroblasts in MGUS and MM disease through the automatic extraction of genes via a nonnegative matrix factorization approach on gene expression profiles

Journal of Translational Medicine ◽

10.1186/s12967-018-1589-1 ◽

2018 ◽

Vol 16 (1) ◽

Author(s):

Angelina Boccarelli ◽

Flavia Esposito ◽

Mauro Coluccia ◽

Maria Antonia Frassanito ◽

Angelo Vacca ◽

...

Keyword(s):

Gene Expression ◽

Bone Marrow ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Expression Profiles ◽

Nonnegative Matrix ◽

Gene Expression Profiles ◽

Automatic Extraction ◽

Factorization Approach ◽

Bone Marrow Fibroblasts

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A discriminant graph nonnegative matrix factorization approach to computer vision

Neural Computing and Applications ◽

10.1007/s00521-018-3608-9 ◽

2018 ◽

Vol 31 (11) ◽

pp. 7879-7889 ◽

Author(s):

Xiangguang Dai ◽

Guo Chen ◽

Chuandong Li

Keyword(s):

Computer Vision ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Factorization Approach

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Identifying Sparse Low-Dimensional Structures in Markov Chains: A Nonnegative Matrix Factorization Approach

2020 American Control Conference (ACC) ◽

10.23919/acc45564.2020.9147586 ◽

2020 ◽

Author(s):

Mahsa Ghasemi ◽

Abolfazl Hashemi ◽

Haris Vikalo ◽

Ufuk Topcu

Keyword(s):

Markov Chains ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Factorization Approach ◽

Low Dimensional

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

The Canadian Journal of Chemical Engineering ◽

10.1002/cjce.23580 ◽

2019 ◽

Vol 97 (12) ◽

pp. 3025-3034 ◽

Author(s):

Lirong Zhai ◽

Qilong Jia

Keyword(s):

Fault Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Fault Detection And Isolation

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Autonomous overlapping community detection in temporal networks: A dynamic Bayesian nonnegative matrix factorization approach

Knowledge-Based Systems ◽

10.1016/j.knosys.2016.07.021 ◽

2016 ◽

Vol 110 ◽

pp. 121-134 ◽

Author(s):

Wenjun Wang ◽

Pengfei Jiao ◽

Dongxiao He ◽

Di Jin ◽

Lin Pan ◽

...

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Temporal Networks ◽

Factorization Approach ◽

Overlapping Community Detection ◽

Overlapping Community

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Fault Detection Using Structured Joint Sparse Nonnegative Matrix Factorization

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2021.3067218 ◽

2021 ◽

pp. 1-1

Author(s):

Xianchao Xiu ◽

Jun Fan ◽

Ying Yang ◽

Wanquan Liu

Keyword(s):

Fault Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Sparse Nonnegative Matrix Factorization

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A Nonnegative Matrix Factorization Approach for Multiple Local Community Detection

2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) ◽

10.1109/asonam.2018.8508796 ◽

2018 ◽

Author(s):

Dany Kamuhanda ◽

Kun He

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Local Community ◽

Nonnegative Matrix ◽

Factorization Approach ◽

Local Community Detection

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Simultaneous Fault Detection and Isolation Based on Transfer Semi-Nonnegative Matrix Factorization

Industrial & Engineering Chemistry Research ◽

10.1021/acs.iecr.9b00030 ◽

2019 ◽

Vol 58 (19) ◽

pp. 8184-8194 ◽

Author(s):

Qilong Jia ◽

Yingwei Zhang ◽

Wen Chen

Keyword(s):

Fault Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Fault Detection And Isolation

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NMFDIV: A Nonnegative Matrix Factorization Approach for Search Result Diversification on Attributed Networks

2017 18th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT) ◽

10.1109/pdcat.2017.00023 ◽

2017 ◽

Author(s):

Zaiqiao Meng ◽

Hong Shen

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Factorization Approach ◽

Search Result ◽

Result Diversification ◽

Search Result Diversification ◽

Attributed Networks

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