Výsledky vyhledávání - non-negative matrix factorization algorithm

Integrative clustering of multi-level ‘omic data based on non-negative matrix factorization algorithm Autor Chalise, Prabhakar, Fridley, Brooke L.

“…Integrative analyses of high-throughput 'omic data, such as DNA methylation, DNA copy number alteration, mRNA and protein expression levels, have created…”
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A Novel Discriminant Non-Negative Matrix Factorization Algorithm With Applications to Facial Image Characterization Problems Autor Kotsia, I., Zafeiriou, S., Pitas, I.

“…The methods introduced so far regarding discriminant non-negative matrix factorization (DNMF…”
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Integrating Multi-omics Data for Alzheimer’s Disease to Explore Its Biomarkers Via the Hypergraph-Regularized Joint Deep Semi-Non-Negative Matrix Factorization Algorithm Autor Tu, Kun, Zhou, Wenhui, Kong, Shubing

“… and their interaction within the organism. This paper proposes a hypergraph-regularized joint deep semi-non-negative matrix factorization (HR-JDSNMF…”
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Noise reduction in infrasound signals based on mask coefficient binary weighting – Generalized cross correlation – Non-negative matrix factorization algorithm Autor Dai, Yijing, Teng, Pengxiao, Lv, Jun, Ji, Peifeng, Cheng, Wei

“… The method is based on non-negative matrix factorization (NMF), and it is combined with spatial information estimated by generalized cross correlation (GCC…”
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A fast two‐stage algorithm for non‐negative matrix factorization in smoothly varying data Autor Gu, Ran, Billinge, Simon J. L., Du, Qiang

“…This article reports the study of algorithms for non‐negative matrix factorization (NMF…”
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Blind Source Separation on Non-Contact Heartbeat Detection by Non-Negative Matrix Factorization Algorithms Autor Ye, Chen, Toyoda, Kentaroh, Ohtsuki, Tomoaki

“… The proposed BSS decomposes the spectrogram of mixture signal into original sources, including heartbeat, using non-negative matrix factorization (NMF…”
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Quaternion Non-Negative Matrix Factorization: Definition, Uniqueness, and Algorithm Autor Flamant, Julien, Miron, Sebastian, Brie, David

“…This article introduces quaternion non-negative matrix factorization (QNMF), which generalizes the usual non-negative matrix factorization (NMF…”
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Collaborative filtering recommendation based on K-nearest neighbor and non-negative matrix factorization algorithm Autor Sun, Yu, Liu, Qicheng

“… To address this issue and improve the efficiency of recommendation systems, the paper introduces an algorithm called K-nearest neighbors and non-negative matrix factorization (KNNCNMF…”
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Elastic net regularized kernel non-negative matrix factorization algorithm for clustering guided image representation Autor Zhu, Wenjie, Peng, Yishu

“… regularized kernel non-negative matrix factorization algorithm for clustering guided image representation…”
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A novel force-constrained non-negative matrix factorization algorithm demonstrates that muscle synergies are useful in force control Autor Berger, D.J., Lacquaniti, F., d’Avella, A.

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Estimating Soil Salinity with Different Levels of Vegetation Cover by Using Hyperspectral and Non-Negative Matrix Factorization Algorithm Autor Cao, Jianfei, Yang, Han, Lv, Jianshu, Wu, Quanyuan, Zhang, Baolei

“… and (2) explore the potential for a non-negative matrix factorization algorithm (NMF) to reduce the influence of various FVCs…”
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SOJNMF: Identifying Multidimensional Molecular Regulatory Modules by Sparse Orthogonality-Regularized Joint Non-Negative Matrix Factorization Algorithm Autor Wang, Yujie, Guan, Tianhao, Zhou, Gang, Zhao, Hongqian, Gao, Jie

“… In this paper, we propose a sparse orthogonality-regularized joint non-negative matrix factorization (SOJNMF…”
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Improved Generalized Successive Projection Algorithm for Generalized Separable Non-negative Matrix Factorization Autor Liu, Mingyang, Chen, Junhang, Li, Lingjiang, Yang, Zuyuan

“…Non-negative matrix factorization (NMF) is a widely used technique for dimensionality reduction, and generalized separable NMF (GSNMF…”
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Topological analysis of overlapping dynamic brain networks under naturalistic stimuli based on sparse non-negative matrix factorization algorithm Autor LIU, Jun-Qi

“…-negative matrix factorization algorithm was used to decompose the dynamic brain functional networks under naturalistic…”
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Optimal Number of Topics in Topic Modeling Using Deep Auto Encoder Graph Regularized Non-Negative Matrix Factorization Algorithm Autor Kherwa, Pooja, Arora, Jyoti

“… Motivated by the observed information, this research introduces a novel Deep Auto encoder Graph Regularized Non-negative Matrix Factorization algorithm (DAGR-NMF…”
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A Unifying Framework and Comparison of Algorithms for Non‐negative Matrix Factorisation Autor Hobolth, Asger, Guo, Qianyun, Kousholt, Astrid, Jensen, Jens Ledet

“…Summary Non‐negative matrix factorisation (NMF) is an increasingly popular unsupervised learning method…”
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Systematical Identification of Breast Cancer-Related Circular RNA Modules for Deciphering circRNA Functions Based on the Non-Negative Matrix Factorization Algorithm Autor Wang, Shuyuan, Xia, Peng, Zhang, Li, Yu, Lei, Liu, Hui, Meng, Qianqian, Liu, Siyao, Li, Jie, Song, Qian, Wu, Jie, Wang, Weida, Yang, Lei, Xiao, Yun, Xu, Chaohan

“… Towards this end, we developed a systematic approach to identify circRNA modules in the BC context through integrating circRNA, mRNA, miRNA, and pathway data based on a non-negative matrix factorization (NMF) algorithm…”
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Short Communication: Continuous body movement-robust respiration rate detection using Frequency-Modulated Continuous Wave millimeter wave radar based on non-negative matrix factorization algorithm Autor Wang, Tianyi, Sun, Wenxu, Shima, Keisuke

“…–right continuous body movement. Data analysis involved non-negative matrix factorization (NMF…”
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DSNMF: Deep symmetric non-negative matrix factorization representation algorithm for clustering Autor Deng, Ping, Yan, Xinlin, Shi, Yunzhou, Wang, Dexian, Li, Tianrui

“…Clustering is a significant and complex endeavor in machine learning. Symmetric non-negative matrix factorization (SNMF…”
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Non-Negative Matrix Factorization Revisited: Uniqueness and Algorithm for Symmetric Decomposition Autor Kejun Huang, Sidiropoulos, Nicholas D., Swami, Ananthram

“…Non-negative matrix factorization (NMF) has found numerous applications, due to its ability to provide interpretable decompositions…”
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