Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization [PDF]
, 2011 Andrzej Cichocki +2 more
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Robust Spectral and Energy Efficiency Tradeoff for RIS‐Aided Multi‐User Communication
IET Communications, Volume 20, Issue 1, January/December 2026.In this work, an RIS‐aided multi‐user network with imperfect CSI is investigated. Correspondingly, we focus on balancing SE and EE through the collaborative design of the base station (BS)'s precoding matrix and the RIS's phase shifts, which consider the transmit power budget and the channel uncertainties constraints.
Xiandeng He, Yilin Wang, Shun Zhang
wiley +1 more source
TriTan: an efficient triple nonnegative matrix factorization method for integrative analysis of single-cell multiomics data. [PDF]
Brief BioinformMa X, Lin L, Zhao Q, Iqbal M.
europepmc +1 more source
Graph regularized L2,1-nonnegative matrix factorization for miRNA-disease association prediction. [PDF]
BMC Bioinformatics, 2020 Gao Z, Wang YT, Wu QW, Ni JC, Zheng CH.
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Multiple Clustering Guided Nonnegative Matrix Factorization for Hyperspectral Unmixing [PDF]
, 2020 Wenhong Wang, Yuntao Qian, Hongfu Liu
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Construction‐Free Polar Coding For Practical Entropy Coding Tasks
IET Communications, Volume 20, Issue 1, January/December 2026.A novel construction‐free polar coding technique is proposed for practical data compression applications. ABSTRACT This paper explores the practical application of source polar codes to entropy coding tasks in modern transform coding pipelines. Transform coding remains the predominant and rapidly evolving framework for compressing complex real‐world ...
Zichang Ren, Cheng Zhang, Yuping Zhao
wiley +1 more source
Analyzing Single Cell RNA Sequencing with Topological Nonnegative Matrix Factorization. [PDF]
J Comput Appl MathHozumi Y, Wei GW.
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Localized semi-nonnegative matrix factorization (LocaNMF) of widefield calcium imaging data. [PDF]
PLoS Comput Biol, 2020 Saxena S +10 more
europepmc +1 more source
IET Power Electronics, Volume 19, Issue 1, January/December 2026.This paper proposes a high‐power hydrogen converter specifically designed for megawatt‐level (MW‐scale) off‐grid hydrogen production systems powered by renewable energy sources. A two‐stage ISOP architecture is adopted to fulfill the demanding requirements of high voltage step‐up, high efficiency, low output ripple, and reliable power regulation.
Rui Zhou +4 more
wiley +1 more source
Cauchy hyper-graph Laplacian nonnegative matrix factorization for single-cell RNA-sequencing data analysis. [PDF]
BMC BioinformaticsWang GF, Shen L.
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