Assessment of nonnegative matrix factorization algorithms for electroencephalography spectral analysis. [PDF]
Hu G +6 more
europepmc +1 more source
A Spectral Matching Algorithm Based on the Wasserstein Metric
ABSTRACT Through visual inspection, scientists can easily judge the similarity of pairs of spectra from different sources, whether they are experimental measurements, spectra libraries, or spectra calculations. Spectral similarity is recognized when the peak patterns appear similar, even if the peak positions are shifted or the peak amplitudes are ...
Klaus Neymeyr +7 more
wiley +1 more source
Correction: Nonnegative matrix factorization for analyzing state dependent neuronal network dynamics in calcium recordings. [PDF]
Carbonero D +3 more
europepmc +1 more source
Abstract We develop a delay‐aware estimation and control framework for a non‐isothermal axial dispersion tubular reactor modelled as a coupled parabolic‐hyperbolic PDE system with recycle‐induced state delay. The infinite‐dimensional dynamics are preserved without spatial discretization by representing the delay as a transport PDE and adopting a late ...
Behrad Moadeli, Stevan Dubljevic
wiley +1 more source
Nonnegative matrix factorization incorporating domain specific constraints for four dimensional scanning transmission electron microscopy. [PDF]
Kimoto K +7 more
europepmc +1 more source
Restricted Tweedie stochastic block models
Abstract The stochastic block model (SBM) is a widely used framework for community detection in networks, where the network structure is typically represented by an adjacency matrix. However, conventional SBMs are not directly applicable to an adjacency matrix that consists of nonnegative zero‐inflated continuous edge weights.
Jie Jian, Mu Zhu, Peijun Sang
wiley +1 more source
An optimal pairwise merge algorithm improves the quality and consistency of nonnegative matrix factorization. [PDF]
Guo Y, Holy TE.
europepmc +1 more source
Incorporating Latent Variables Using Nonnegative Matrix Factorization Improves Risk Stratification in Brugada Syndrome. [PDF]
Tse G +13 more
europepmc +1 more source
Phenome‐ and Genome‐Wide Insights Into Dietary Patterns: Health Consequences and Genetic Basis
Three new dietary patterns were derived from quadratically regularized‐principal components analysis. These patterns showed strong associations with a wide range of diseases and genetic factors. ABSTRACT Dietary patterns (DPs) integrate complex eating behaviors and provide stronger insights into health than analyses of single nutrients.
Shuxiao Shi +13 more
wiley +1 more source
Robust self supervised symmetric nonnegative matrix factorization to the graph clustering. [PDF]
Ru Y, Gruninger M, Dou Y.
europepmc +1 more source

