Onto Proximality in Non Negative Matrix Factorization for Recommender Systems by Rachana Mehta, Shakti Mishra, Snehanshu Saha

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Bayesian multi-study non-negative matrix factorization for mutational signatures by Isabella N. Grabski, Lorenzo Trippa, Giovanni Parmigiani

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Semi-supervised dynamic community detection based on non-negative matrix factorization by Zhen-chao CHANG, Hong-chang CHEN, Rui-yang HUANG, Hong-tao YU, Yang LIU

“…Based on this, a semi-supervised dynamic community algorithm SDCD based on non-negative matrix factorization, which effectively extracted the historical stability structure unit firstly, and then use it as a regularization item supervision of nonnegative matrix decomposition, to guide the network community detection on current moment. …”
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Peringkasan Dokumen Bahasa Indonesia Berbasis Non-Negative Matrix Factorization (NMF) by Achmad Ridok

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Acoustic virtual sensors for industrial process monitoring using non-negative matrix factorization by Clara Luzon-Alvarez, Maximo Cobos, Jesus Lopez-Ballester, Ana M. Torres-Aranda, Francesc J. Ferri

“…This paper introduces an innovative approach leveraging non-negative matrix factorization (NMF) to create acoustic virtual sensors that analyze sound spectrograms for real-time industrial process monitoring. …”
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Multiview Deep Autoencoder-Inspired Layerwise Error-Correcting Non-Negative Matrix Factorization by Yuan Liu, Yuan Wan, Zaili Yang, Huanhuan Li

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ChromaFactor: Deconvolution of single-molecule chromatin organization with non-negative matrix factorization. by Laura M Gunsalus, Michael J Keiser, Katherine S Pollard

“…To address this challenge, we propose ChromaFactor, a novel computational approach based on non-negative matrix factorization that deconvolves single-molecule chromatin organization datasets into their most salient primary components. …”
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Gene Ranking of RNA-Seq Data via Discriminant Non-Negative Matrix Factorization. by Zhilong Jia, Xiang Zhang, Naiyang Guan, Xiaochen Bo, Michael R Barnes, Zhigang Luo

“…This paper proposes an accurate and sensitive gene ranking method that implements discriminant non-negative matrix factorization (DNMF) for RNA-seq data. To the best of our knowledge, this is the first work to explore the utility of DNMF for gene ranking. …”
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Graph-Regularized Orthogonal Non-Negative Matrix Factorization with Itakura–Saito (IS) Divergence for Fault Detection by Yabing Liu, Juncheng Wu, Jin Zhang, Man-Fai Leung

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Deep Learning-Based Image Watermarking Using Catalan Transform and Non-Negative Matrix Factorization by Md. Fahim Hossain Saikat, Md. Al-Mamun Provath, Kaushik Deb, Pranab Kumar Dhar, Tetsuya Shimamura

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Polygraph and audio synchronization applied to apnea event analysis based on non-negative matrix factorization by Francisco David Gonzalez-Martinez, Juan De La Torre-Cruz, Julio Jose Carabias-Orti, Francisco Jesus Canadas-Quesada, Alejandro Antonio Salvador-Navarro, Jose Ranilla, Lyam Lamrini-H. Laarbi

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Simultaneous non-negative matrix factorization for multiple large scale gene expression datasets in toxicology. by Clare M Lee, Manikhandan A V Mudaliar, D R Haggart, C Roland Wolf, Gino Miele, J Keith Vass, Desmond J Higham, Daniel Crowther

“…Non-negative matrix factorization is a useful tool for reducing the dimension of large datasets. …”
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Sparse Feature-Weighted Double Laplacian Rank Constraint Non-Negative Matrix Factorization for Image Clustering by Hu Ma, Ziping Ma, Huirong Li, Jingyu Wang

Subjects: “…non-negative matrix factorization…”
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GrSrNMF: dynamic community detection with graph and symmetry bi-regularized non-negative matrix factorization by Wei Yu, Shihong Wu, Shigen Shen, Hongyan Li, Weiyan Yang, Xiaoming Li, Lei Wang

“…To solve this problem, a dynamic community detection framework based on Graph and Symmetry Bi-regularized Non-negative Matrix Factorization (GrSrNMF) is proposed. GrSrNMF can successfully identify community structures and appropriately address variations in the number of communities within network snapshots. …”
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SGRiT: Non-Negative Matrix Factorization via Subspace Graph Regularization and Riemannian-Based Trust Region Algorithm by Mohsen Nokhodchian, Mohammad Hossein Moattar, Mehrdad Jalali

Subjects: “…Non-negative Matrix Factorization…”
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Alterations in the Neuromuscular Control Mechanism of the Legs During a Post-Fatigue Landing Make the Lower Limbs More Susceptible to Injury by Penglei Fan, Youngsuk Kim, Dong-Wook Han, Sukwon Kim, Ting Wang

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Flexible analysis of spatial transcriptomics data (FAST): a deconvolution approach by Meng Zhang, Joel Parker, Lingling An, Yiwen Liu, Xiaoxiao Sun

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Synergy Analysis Between the Temporal Dominance of Sensations and Temporal Liking Curves of Strawberries by Shogo Okamoto, Hiroharu Natsume, Hiroki Watanabe

Subjects: “…non-negative matrix factorization…”
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Probabilistic Noise Detection and Weighted Non-Negative Matrix Factorization-Based Noise Reduction Methods for Snapping Shrimp Noise by Suhyeon Park, Jongwon Seok, Jungpyo Hong

Subjects: “…non-negative matrix factorization (NMF)…”
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Simultaneous and Proportional Control Based on an Enhanced Musculoskeletal Model by Lizhi Pan, Diyi Liu, Ruyi Wang, Jinhua Li

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