Nonnegative matrix factorization with Wasserstein metric-based regularization for enhanced text embedding. [PDF]
Li M, Wang X, Li C, Zeng A.
europepmc +1 more source
Control Design Based on Generalized Lur'e Lyapunov Functions for Sampled‐Data Lur'e Systems
ABSTRACT This article addresses the synthesis of stabilizing control laws for aperiodic sampled‐data Lur'e systems. Based on a hybrid system representation of the closed‐loop system and a timer‐dependent generalized Lur'e–Postnikov type Lyapunov function, stabilization conditions are obtained by separating decision variables with the application of two
Arthur Scolari Fagundes +2 more
wiley +1 more source
Nonnegative matrix factorization for analyzing state dependent neuronal network dynamics in calcium recordings. [PDF]
Carbonero D +3 more
europepmc +1 more source
NITUMID: Nonnegative matrix factorization-based Immune-TUmor MIcroenvironment Deconvolution. [PDF]
Tang D, Park S, Zhao H.
europepmc +1 more source
The Impact of BOLD‐Induced Linewidth Modulation on Functional 1H MRS Analysis
Functional MRS studies face a technical challenge: BOLD‐related lineshape changes can be mistaken for genuine metabolic changes, causing ~1% glutamate estimation bias at 3 and 7 T across conventional (LCModel, ABfit‐reg) and 2D fitting methods. Using synthetic data, this study shows that explicit BOLD linewidth correction—via dynamic lineshape ...
Martin Wilson +2 more
wiley +1 more source
TriTan: an efficient triple nonnegative matrix factorization method for integrative analysis of single-cell multiomics data. [PDF]
Ma X, Lin L, Zhao Q, Iqbal M.
europepmc +1 more source
Graph regularized L2,1-nonnegative matrix factorization for miRNA-disease association prediction. [PDF]
Gao Z, Wang YT, Wu QW, Ni JC, Zheng CH.
europepmc +1 more source
ABSTRACT Hospital visitation reflects a complex destination‐choice process shaped by travel cost, perceived hospital attractiveness, and neighborhood socioeconomic conditions. However, less is known about how these factors jointly structure realized hospital destination choice and how their relationships vary across travel distances and community ...
Binbin Lin +5 more
wiley +1 more source
Analyzing Single Cell RNA Sequencing with Topological Nonnegative Matrix Factorization. [PDF]
Hozumi Y, Wei GW.
europepmc +1 more source
Localized semi-nonnegative matrix factorization (LocaNMF) of widefield calcium imaging data. [PDF]
Saxena S +10 more
europepmc +1 more source

